diff --git a/examples/haiku.py b/examples/haiku.py index bd78bce..c7cb284 100644 --- a/examples/haiku.py +++ b/examples/haiku.py @@ -116,7 +116,12 @@ def string_for_serialization(self): async def run_example( - LLM, poem_title, syllable_pattern=[5, 7, 5], n_particles=20, ess_threshold=0.5 + LLM, + poem_title, + syllable_pattern=[5, 7, 5], + n_particles=20, + ess_threshold=0.5, + resampling_method="multinomial", ): # Construct prompt prompt = f"""{EXAMPLE_POEMS} @@ -132,7 +137,12 @@ async def run_example( # Run inference particles = await smc_standard( - haiku_model, n_particles, ess_threshold, "html", "results/haiku.json" + haiku_model, + n_particles, + ess_threshold, + "html", + "results/haiku.json", + resampling_method, ) return particles diff --git a/examples/hard_constraints.py b/examples/hard_constraints.py index 0e57951..432d522 100644 --- a/examples/hard_constraints.py +++ b/examples/hard_constraints.py @@ -75,7 +75,13 @@ def immutable_properties(self): 3.""" -async def run_example(LLM, max_tokens=50, n_particles=20, ess_threshold=0.5): +async def run_example( + LLM, + max_tokens=50, + n_particles=20, + ess_threshold=0.5, + resampling_method="multinomial", +): # Cache the key value vectors for the prompt. LLM.cache_kv(LLM.tokenizer.encode(prompt)) @@ -84,7 +90,12 @@ async def run_example(LLM, max_tokens=50, n_particles=20, ess_threshold=0.5): # Run inference. particles = await smc_standard( - constraint_model, n_particles, ess_threshold, "html", "results/output.json" + constraint_model, + n_particles, + ess_threshold, + "html", + "results/output.json", + resampling_method, ) for p in particles: print(f"{p.context}") diff --git a/html/results/output.json b/html/results/output.json index 9b8c68f..f4ff02a 100644 --- a/html/results/output.json +++ b/html/results/output.json @@ -1 +1 @@ -[{"step": 1, "mode": "init", "particles": [{"contents": "<<<>>> On", "logweight": "-0.5945637226104736", "weight_incr": "-0.5945637226104736"}, {"contents": "<<<>>> The", "logweight": "-0.8092474937438965", "weight_incr": "-0.8092474937438965"}, {"contents": "<<<>>> But", "logweight": "-0.4312373399734497", "weight_incr": "-0.4312373399734497"}, {"contents": "<<<>>> New", "logweight": "-0.8329817056655884", "weight_incr": "-0.8329817056655884"}, {"contents": "<<<>>> The", "logweight": "-0.8092474937438965", "weight_incr": "-0.8092474937438965"}, {"contents": "<<<>>> In", "logweight": "-0.5736362934112549", "weight_incr": "-0.5736362934112549"}, {"contents": "<<<>>> The", "logweight": "-0.8092474937438965", "weight_incr": "-0.8092474937438965"}, {"contents": "<<<>>> There", "logweight": "-0.271232932806015", "weight_incr": "-0.271232932806015"}, {"contents": "<<<>>> We", "logweight": "-0.32227617502212524", "weight_incr": "-0.32227617502212524"}, {"contents": "<<<>>> The", "logweight": "-0.8092474937438965", "weight_incr": "-0.8092474937438965"}, {"contents": "<<<>>> Lia", "logweight": "-1.9574778079986572", "weight_incr": "-1.9574778079986572"}, {"contents": "<<<>>> Trump", "logweight": "-0.48478609323501587", "weight_incr": "-0.48478609323501587"}, {"contents": "<<<>>> The", "logweight": "-0.8092474937438965", "weight_incr": "-0.8092474937438965"}, {"contents": "<<<>>> The", "logweight": "-0.8092474937438965", "weight_incr": "-0.8092474937438965"}, {"contents": "<<<>>> It", "logweight": "-0.2812311053276062", "weight_incr": "-0.2812311053276062"}, {"contents": "<<<>>> A", "logweight": "-0.7379163503646851", "weight_incr": "-0.7379163503646851"}, {"contents": "<<<>>> The", "logweight": "-0.8092474937438965", "weight_incr": "-0.8092474937438965"}, {"contents": "<<<>>> The", "logweight": "-0.8092474937438965", "weight_incr": "-0.8092474937438965"}, {"contents": "<<<>>> House", "logweight": "-1.5912044048309326", "weight_incr": "-1.5912044048309326"}, {"contents": "<<<>>> The", "logweight": "-0.8092474937438965", "weight_incr": "-0.8092474937438965"}]}, {"step": 2, "mode": "smc_step", "particles": [{"contents": "<<<>>> On paper", "logweight": "-0.6012025363743305", "weight_incr": "-0.006638813763856888"}, {"contents": "<<<>>> The House", "logweight": "-1.210009753704071", "weight_incr": "-0.40076225996017456"}, {"contents": "<<<>>> But the", "logweight": 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"weight_incr": "-1.1675547361373901"}, {"contents": "<<<>>> There are still hopes", "logweight": "-1.0202214419841766", "weight_incr": "-0.04559791088104248"}, {"contents": "<<<>>> We\u2019re also close", "logweight": "-2.7881499901413918", "weight_incr": "-0.05510769039392471"}, {"contents": "<<<>>> The GOP is back", "logweight": "-2.180899143218994", "weight_incr": "-0.053320884704589844"}, {"contents": "<<<>>> Lia Thom, the", "logweight": "-6.15491795539856", "weight_incr": "-0.6021789312362671"}, {"contents": "<<<>>> Trump\u2019s big cast", "logweight": "-2.0165616869926453", "weight_incr": "-0.1472107172012329"}, {"contents": "<<<>>> The Dept. of", "logweight": "-3.414491201285273", "weight_incr": "-2.5998449325561523"}, {"contents": "<<<>>> The U.S.", "logweight": "-1.6210176423192024", "weight_incr": "-0.8098231554031372"}, {"contents": "<<<>>> It\u2019s flat (", "logweight": "-1.064857006072998", "weight_incr": "-0.24326324462890625"}, {"contents": "<<<>>> A pair of big", 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Kirst", "logweight": "-12.38947045058012", "weight_incr": "-11.279101371765137"}, {"contents": "<<<>>> The House has a big", "logweight": "-2.437233090400696", "weight_incr": "-0.6145663261413574"}, {"contents": "<<<>>> In the wake of Rep", "logweight": "-1.2462157956324518", "weight_incr": "-0.0005891583859920502"}, {"contents": "<<<>>> The Air Force is soon", "logweight": "-3.1303416565060616", "weight_incr": "-0.8673325181007385"}, {"contents": "<<<>>> There are still hopes that", "logweight": "-1.3763956725597382", "weight_incr": "-0.3561742305755615"}, {"contents": "<<<>>> We\u2019re also close to", "logweight": "-3.4586081877350807", "weight_incr": "-0.670458197593689"}, {"contents": "<<<>>> The GOP is back in", "logweight": "-2.5493017435073853", "weight_incr": "-0.3684026002883911"}, {"contents": "<<<>>> Lia Thom, the first", "logweight": "-6.715081453323364", "weight_incr": "-0.5601634979248047"}, {"contents": "<<<>>> Trump\u2019s big cast is", "logweight": "-2.6776114106178284", "weight_incr": "-0.6610497236251831"}, {"contents": "<<<>>> The Dept. of the", "logweight": "-5.959999824408442", "weight_incr": "-2.545508623123169"}, {"contents": "<<<>>> The U.S. prop", "logweight": "-4.913637347519398", "weight_incr": "-3.2926197052001953"}, {"contents": "<<<>>> It\u2019s flat (as", "logweight": "-1.1564108729362488", "weight_incr": "-0.09155386686325073"}, {"contents": "<<<>>> A pair of big House", "logweight": "-3.7984791573835537", "weight_incr": "-1.310745120048523"}, {"contents": "<<<>>> The House is back today", "logweight": "-1.9930850863456726", "weight_incr": "-0.048648834228515625"}, {"contents": "<<<>>> The House is also back", "logweight": "-2.389286607503891", "weight_incr": "-0.25495004653930664"}, {"contents": "<<<>>> House flubs. The", "logweight": "-3.0712605714797974", "weight_incr": "-0.37810218334198"}, {"contents": "<<<>>> The USSF motto:", "logweight": "-2.3909624218940735", "weight_incr": "-0.701667070388794"}]}, {"step": 6, "mode": "smc_step", "particles": [{"contents": "<<<>>> On paper, the For the", "logweight": "-6.9411423690617085", "weight_incr": "-5.456051826477051"}, {"contents": "<<<>>> The House is back this week", "logweight": "-4.188469350337982", "weight_incr": "-0.05608868598937988"}, {"contents": "<<<>>> But the House will still go", "logweight": "-1.3983725011348724", "weight_incr": "-0.03026941418647766"}, {"contents": "<<<>>> New York Sen. 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Beth Moore", "logweight": "-2.9415118926319703", "weight_incr": "-0.050391197204589844"}, {"contents": "<<<>>> In the wake of Rep. Liz Che", "logweight": "-10.173892521217786", "weight_incr": "-0.3569514751434326"}, {"contents": "<<<>>> There are still hopes that, with the", "logweight": "-3.671450518921338", "weight_incr": "-0.7602224349975586"}, {"contents": "<<<>>> There are still hopes that, just as", "logweight": "-3.044425510719739", "weight_incr": "-0.28692567348480225"}, {"contents": "<<<>>> There are still hopes that, given its", "logweight": "-3.8191442721638307", "weight_incr": "-1.0404841899871826"}, {"contents": "<<<>>> There are still hopes that, if the", "logweight": "-3.635238313034497", "weight_incr": "-0.6701385974884033"}, {"contents": "<<<>>> There are still hopes that, at some", "logweight": "-2.656583407812141", "weight_incr": "-0.009731368161737919"}, {"contents": "<<<>>> It\u2019s flat (as in no wild", "logweight": "-4.005607747391187", "weight_incr": "-0.8033537864685059"}, {"contents": "<<<>>> It\u2019s flat (as in, no", "logweight": "-3.522200726822339", "weight_incr": "-0.5750546455383301"}, {"contents": "<<<>>> It\u2019s flat (as in no c", "logweight": "-3.8490292065891847", "weight_incr": "-0.6467752456665039"}, {"contents": "<<<>>> It\u2019s flat (as in fewer coast", "logweight": "-4.672846459701978", "weight_incr": "-1.5616965293884277"}, {"contents": "<<<>>> The House is back today, and while", "logweight": "-3.2212347024235353", "weight_incr": "-0.2575925588607788"}, {"contents": "<<<>>> The House is back today, but there", "logweight": "-2.8171250456127748", "weight_incr": "-0.007812201976776123"}, {"contents": "<<<>>> The House is back today, but the", "logweight": "-3.7923841708454713", "weight_incr": "-0.9830713272094727"}, {"contents": "<<<>>> The House is also back for a vote", "logweight": "-3.1355373495373353", "weight_incr": "-0.1371569037437439"}, {"contents": "<<<>>> The House is also back for a (", "logweight": "-3.794245504692517", "weight_incr": "-0.7958650588989258"}, {"contents": "<<<>>> The USSF motto: never too early", "logweight": "-2.646927439526044", "weight_incr": "-0.01725822687149048"}]}, {"step": 9, "mode": "smc_step", "particles": [{"contents": "<<<>>> But the House will still go first, and", "logweight": "-3.1281420224461183", "weight_incr": "-0.24005377292633057"}, {"contents": "<<<>>> But the House will still go first. The", "logweight": "-3.6699325078281984", "weight_incr": "-0.6896615028381348"}, {"contents": "<<<>>> The House has a big week ahead of it", "logweight": "-2.7826949142965898", "weight_incr": "-0.06517606973648071"}, {"contents": "<<<>>> In the wake of Rep. Beth Moore (", "logweight": "-2.941933655098401", "weight_incr": "-0.00042176246643066406"}, {"contents": "<<<>>> In the wake of Rep. Liz Chey", "logweight": "-15.10683777268263", "weight_incr": "-4.932945251464844"}, {"contents": "<<<>>> There are still hopes that, with the new", "logweight": "-4.4365243547711", "weight_incr": "-0.765073835849762"}, {"contents": "<<<>>> There are still hopes that, just as with", "logweight": "-3.279067420319043", "weight_incr": "-0.2346419095993042"}, {"contents": "<<<>>> There are still hopes that, given its bare", "logweight": "-4.750700079754315", "weight_incr": "-0.9315558075904846"}, {"contents": "<<<>>> There are still hopes that, if the devil", "logweight": "-3.796093367889844", "weight_incr": "-0.16085505485534668"}, {"contents": "<<<>>> There are still hopes that, at some point", "logweight": "-2.722610929899238", "weight_incr": "-0.06602752208709717"}, {"contents": "<<<>>> It\u2019s flat (as in no wild,", "logweight": "-4.540965937927686", "weight_incr": "-0.535358190536499"}, {"contents": "<<<>>> It\u2019s flat (as in, no luck", "logweight": "-3.62348964150282", "weight_incr": "-0.10128891468048096"}, {"contents": "<<<>>> It\u2019s flat (as in no cros", "logweight": "-10.70605673725935", "weight_incr": "-6.857027530670166"}, {"contents": "<<<>>> It\u2019s flat (as in fewer coast-to", "logweight": "-4.672953322797403", "weight_incr": "-0.00010686309542506933"}, {"contents": "<<<>>> The House is back today, and while it", "logweight": "-3.26656004126402", "weight_incr": "-0.04532533884048462"}, {"contents": "<<<>>> The House is back today, but there isn", "logweight": "-2.8176656485650167", "weight_incr": "-0.0005406029522418976"}, {"contents": "<<<>>> The House is back today, but the Biden", "logweight": "-5.1477159493717775", "weight_incr": "-1.3553317785263062"}, {"contents": "<<<>>> The House is also back for a vote today", "logweight": "-3.198748134926282", "weight_incr": "-0.06321078538894653"}, {"contents": "<<<>>> The House is also back for a (qu", "logweight": "-5.7987392180714235", "weight_incr": "-2.0044937133789062"}, {"contents": "<<<>>> The USSF motto: never too early to", "logweight": "-2.8576100700649842", "weight_incr": "-0.21068263053894043"}]}, {"step": 10, "mode": "smc_step", "particles": [{"contents": "<<<>>> But the House will still go first, and with", "logweight": "-3.3520744078907594", "weight_incr": "-0.2239323854446411"}, {"contents": "<<<>>> But the House will still go first. The lower", "logweight": "-9.446157597855054", "weight_incr": "-5.7762250900268555"}, {"contents": "<<<>>> The House has a big week ahead of it,", "logweight": "-3.113983907655202", "weight_incr": "-0.33128899335861206"}, {"contents": "<<<>>> In the wake of Rep. Beth Moore (R", "logweight": "-2.9425863259586915", "weight_incr": "-0.0006526708602905273"}, {"contents": "<<<>>> In the wake of Rep. Liz Chey\u2019s", "logweight": "-15.498144977644406", "weight_incr": "-0.39130720496177673"}, {"contents": "<<<>>> There are still hopes that, with the new year", "logweight": "-4.512182378128491", "weight_incr": "-0.07565802335739136"}, {"contents": "<<<>>> There are still hopes that, just as with the", "logweight": "-3.9938667052540406", "weight_incr": "-0.7147992849349976"}, {"contents": "<<<>>> There are still hopes that, given its bare-k", "logweight": "-17.75109966929289", "weight_incr": "-13.000399589538576"}, {"contents": "<<<>>> There are still hopes that, if the devil with", "logweight": "-4.13737919266554", "weight_incr": "-0.3412858247756958"}, {"contents": "<<<>>> There are still hopes that, at some point soon", "logweight": "-2.7405891995060667", "weight_incr": "-0.01797826960682869"}, {"contents": "<<<>>> It\u2019s flat (as in no wild, crazy", "logweight": "-5.189794444397412", "weight_incr": "-0.6488285064697266"}, {"contents": "<<<>>> It\u2019s flat (as in, no luck),", "logweight": "-3.7652056449207887", "weight_incr": "-0.14171600341796875"}, {"contents": "<<<>>> It\u2019s flat (as in no cros)", "logweight": "-10.954264187172376", "weight_incr": "-0.2482074499130249"}, {"contents": "<<<>>> It\u2019s flat (as in fewer coast-to-co", "logweight": "-16.016989425092326", "weight_incr": "-11.344036102294924"}, {"contents": "<<<>>> The House is back today, and while it\u2019s", "logweight": "-3.796096288517438", "weight_incr": "-0.529536247253418"}, {"contents": "<<<>>> The House is back today, but there isn\u2019t", "logweight": "-2.9039975524994954", "weight_incr": "-0.08633190393447876"}, {"contents": "<<<>>> The House is back today, but the Biden White", "logweight": "-5.148221265908651", "weight_incr": "-0.000505316536873579"}, {"contents": "<<<>>> The House is also back for a vote today,", "logweight": "-3.3538208239826783", "weight_incr": "-0.15507268905639648"}, {"contents": "<<<>>> The House is also back for a (quar", "logweight": "-13.632420324638806", "weight_incr": "-7.833681106567383"}, {"contents": "<<<>>> The USSF motto: never too early to freak", "logweight": "-2.920331218198262", "weight_incr": "-0.0627211481332779"}]}, {"step": 11, "mode": "smc_step", "particles": [{"contents": "<<<>>> But the House will still go first, and with GOP", "logweight": "-4.4723444216999635", "weight_incr": "-1.120270013809204"}, {"contents": "<<<>>> But the House will still go first. The lower body", "logweight": "-9.621711277321301", "weight_incr": "-0.17555367946624756"}, {"contents": "<<<>>> The House has a big week ahead of it, after", "logweight": "-3.7473712348494157", "weight_incr": "-0.6333873271942139"}, {"contents": "<<<>>> In the wake of Rep. Beth Moore (R-Al", "logweight": "-8.219345950439893", "weight_incr": "-5.276759624481201"}, {"contents": "<<<>>> In the wake of Rep. Liz Chey\u2019s (", "logweight": "-15.498278484598123", "weight_incr": "-0.00013350695371627808"}, {"contents": "<<<>>> There are still hopes that, with the new year now", "logweight": "-4.710085057571851", "weight_incr": "-0.19790267944335938"}, {"contents": "<<<>>> There are still hopes that, just as with the last", "logweight": "-4.632923387840711", "weight_incr": "-0.6390566825866699"}, {"contents": "<<<>>> There are still hopes that, given its bare-k new", "logweight": "-19.397567593410933", "weight_incr": "-1.646467924118042"}, {"contents": "<<<>>> There are still hopes that, if the devil with Kim", "logweight": "-4.176535167649709", "weight_incr": "-0.039155974984169006"}, {"contents": "<<<>>> There are still hopes that, at some point soon,", "logweight": "-3.195907113991998", "weight_incr": "-0.4553179144859314"}, {"contents": "<<<>>> It\u2019s flat (as in no wild, crazy,", "logweight": "-5.708242320373975", "weight_incr": "-0.5184478759765625"}, {"contents": "<<<>>> It\u2019s flat (as in, no luck), but", "logweight": "-3.970165275886975", "weight_incr": "-0.20495963096618652"}, {"contents": "<<<>>> It\u2019s flat (as in no cros) and", "logweight": "-11.181416296318494", "weight_incr": "-0.22715210914611816"}, {"contents": "<<<>>> It\u2019s flat (as in fewer coast-to-co coast", "logweight": "-17.028939202695476", "weight_incr": "-1.0119497776031494"}, {"contents": "<<<>>> The House is back today, and while it\u2019s TBD", "logweight": "-4.417396032169782", "weight_incr": "-0.6212997436523438"}, {"contents": "<<<>>> The House is back today, but there isn\u2019t much", "logweight": "-3.1395847917649373", "weight_incr": "-0.2355872392654419"}, {"contents": "<<<>>> The House is back today, but the Biden White House", "logweight": "-5.245670330163412", "weight_incr": "-0.09744906425476074"}, {"contents": "<<<>>> The House is also back for a vote today, and", "logweight": "-3.658693932846509", "weight_incr": "-0.30487310886383057"}, {"contents": "<<<>>> The House is also back for a (quar,", "logweight": "-13.801576637581311", "weight_incr": "-0.16915631294250488"}, {"contents": "<<<>>> The USSF motto: never too early to freak out", "logweight": "-2.9602646016630754", "weight_incr": "-0.03993338346481323"}]}, {"mode": "resample", "step": 12, "ancestors": [2, 6, 8, 9, 9, 11, 14, 14, 15, 15, 15, 17, 17, 17, 19, 19, 19, 19, 19, 19], "particles": [{"contents": "<<<>>> The House has a big week ahead of it, after weeks", "logweight": "-4.332714563495536", "weight_incr": "-0.58534332864612"}, {"contents": "<<<>>> There are still hopes that, just as with the last COVID", "logweight": "-5.109827434903998", "weight_incr": "-0.4769040470632877"}, {"contents": "<<<>>> There are still hopes that, if the devil with Kim Jong", "logweight": "-4.302429860717673", "weight_incr": "-0.12589469306796452"}, {"contents": "<<<>>> There are still hopes that, at some point soon, the", "logweight": "-5.303184723741431", "weight_incr": "-2.107277609749433"}, {"contents": "<<<>>> There are still hopes that, at some point soon, House", "logweight": "-5.36252448547544", "weight_incr": "-2.166617371483442"}, {"contents": "<<<>>> It\u2019s flat (as in, no luck), but it", "logweight": "-4.31417377877893", "weight_incr": "-0.3440085028919544"}, {"contents": "<<<>>> The House is back today, and while it\u2019s TBD how", "logweight": "-4.445208585149665", "weight_incr": "-0.027812552979883165"}, {"contents": "<<<>>> The House is back today, and while it\u2019s TBD which", "logweight": "-5.163914656526465", "weight_incr": "-0.7465186243566837"}, {"contents": "<<<>>> The House is back today, but there isn\u2019t much more", "logweight": "-4.5863418339556645", "weight_incr": "-1.4467570421907272"}, {"contents": "<<<>>> The House is back today, but there isn\u2019t much in", "logweight": "-4.4465795515841435", "weight_incr": "-1.3069947598192062"}, {"contents": "<<<>>> The House is back today, but there isn\u2019t much on", "logweight": "-4.314711159355063", "weight_incr": "-1.175126367590126"}, {"contents": "<<<>>> The House is also back for a vote today, and the", "logweight": "-4.985637402421851", "weight_incr": "-1.3269434695753421"}, {"contents": "<<<>>> The House is also back for a vote today, and we", "logweight": "-4.391969656831641", "weight_incr": "-0.7332757239851322"}, {"contents": "<<<>>> The House is also back for a vote today, and it", "logweight": "-4.356225407010932", "weight_incr": "-0.697531474164423"}, {"contents": "<<<>>> The USSF motto: never too early to freak out about", "logweight": "-4.7588853000468205", "weight_incr": "-1.7986206983837452"}, {"contents": "<<<>>> The USSF motto: never too early to freak out.", "logweight": "-4.534724569208045", "weight_incr": "-1.5744599675449695"}, {"contents": "<<<>>> The USSF motto: never too early to freak out over", "logweight": "-4.77995440948667", "weight_incr": "-1.819689807823595"}, {"contents": "<<<>>> The USSF motto: never too early to freak out over", "logweight": "-4.77995440948667", "weight_incr": "-1.819689807823595"}, {"contents": "<<<>>> The USSF motto: never too early to freak out the", "logweight": "-4.964976286775489", "weight_incr": "-2.0047116851124134"}, {"contents": "<<<>>> The USSF motto: never too early to freak out.", "logweight": "-4.534724569208045", "weight_incr": "-1.5744599675449695"}]}, {"step": 13, "mode": "smc_step", "particles": [{"contents": "<<<>>> The House has a big week ahead of it, after weeks of", "logweight": "-5.180182701236625", "weight_incr": "-0.8474681377410889"}, {"contents": "<<<>>> There are still hopes that, just as with the last COVID-", "logweight": "-14.84536973226728", "weight_incr": "-9.735542297363281"}, {"contents": "<<<>>> There are still hopes that, if the devil with Kim Jong Un", "logweight": "-4.465181535369773", "weight_incr": "-0.1627516746520996"}, {"contents": "<<<>>> There are still hopes that, at some point soon, the House", "logweight": "-5.352704203016181", "weight_incr": "-0.049519479274749756"}, {"contents": "<<<>>> There are still hopes that, at some point soon, House Ed", "logweight": "-5.4331581949061345", "weight_incr": "-0.07063370943069458"}, {"contents": "<<<>>> It\u2019s flat (as in, no luck), but it beats", "logweight": "-4.629756411797423", "weight_incr": "-0.31558263301849365"}, {"contents": "<<<>>> The House is back today, and while it\u2019s TBD how many", "logweight": "-5.7279614566630315", "weight_incr": "-1.2827528715133667"}, {"contents": "<<<>>> The House is back today, and while it\u2019s TBD which mask", "logweight": "-5.779575204736609", "weight_incr": "-0.615660548210144"}, {"contents": "<<<>>> The House is back today, but there isn\u2019t much more they", "logweight": "-4.590045621878524", "weight_incr": "-0.003703787922859192"}, {"contents": "<<<>>> The House is back today, but there isn\u2019t much in the", "logweight": "-4.575716575867553", "weight_incr": "-0.12913702428340912"}, {"contents": "<<<>>> The House is back today, but there isn\u2019t much on the", "logweight": "-5.025745695716758", "weight_incr": "-0.7110345363616943"}, {"contents": "<<<>>> The House is also back for a vote today, and the rules", "logweight": "-6.433790421373267", "weight_incr": "-1.448153018951416"}, {"contents": "<<<>>> The House is also back for a vote today, and we\u2019ll", "logweight": "-4.426915562040229", "weight_incr": "-0.034945905208587646"}, {"contents": "<<<>>> The House is also back for a vote today, and it\u2019s", "logweight": "-4.617024516946692", "weight_incr": "-0.2607991099357605"}, {"contents": "<<<>>> The USSF motto: never too early to freak out about a", "logweight": "-5.688579475767035", "weight_incr": "-0.9296941757202148"}, {"contents": "<<<>>> The USSF motto: never too early to freak out. Five", "logweight": "-5.386026596910376", "weight_incr": "-0.8513020277023315"}, {"contents": "<<<>>> The USSF motto: never too early to freak out over vote", "logweight": "-6.552717661744971", "weight_incr": "-1.7727632522583008"}, {"contents": "<<<>>> The USSF motto: never too early to freak out over the", "logweight": "-5.55720016945066", "weight_incr": "-0.7772457599639893"}, {"contents": "<<<>>> The USSF motto: never too early to freak out the left", "logweight": "-5.031182831413169", "weight_incr": "-0.06620654463768005"}, {"contents": "<<<>>> The USSF motto: never too early to freak out. Sen", "logweight": "-4.536704811294619", "weight_incr": "-0.0019802420865744352"}]}, {"step": 14, "mode": "smc_step", "particles": [{"contents": "<<<>>> The House has a big week ahead of it, after weeks of being", "logweight": "-5.656876689082999", "weight_incr": "-0.4766939878463745"}, {"contents": "<<<>>> There are still hopes that, just as with the last COVID-.", "logweight": "-18.43921819914045", "weight_incr": "-3.593848466873169"}, {"contents": "<<<>>> There are still hopes that, if the devil with Kim Jong Un\u2019s", "logweight": "-6.72906107295217", "weight_incr": "-2.2638795375823975"}, {"contents": "<<<>>> There are still hopes that, at some point soon, the House will", "logweight": "-5.637414133436103", "weight_incr": "-0.2847099304199219"}, {"contents": "<<<>>> There are still hopes that, at some point soon, House Ed and", "logweight": "-5.435471272355933", "weight_incr": "-0.002313077449798584"}, {"contents": "<<<>>> It\u2019s flat (as in, no luck), but it beats the", "logweight": "-5.677519521004577", "weight_incr": "-1.0477631092071533"}, {"contents": "<<<>>> The House is back today, and while it\u2019s TBD how many abs", "logweight": "-14.73887912023725", "weight_incr": "-9.010917663574219"}, {"contents": "<<<>>> The House is back today, and while it\u2019s TBD which mask-w", "logweight": "-19.373462533838172", "weight_incr": "-13.593887329101562"}, {"contents": "<<<>>> The House is back today, but there isn\u2019t much more they\u2019re", "logweight": "-5.101533344275374", "weight_incr": "-0.5114877223968506"}, {"contents": "<<<>>> The House is back today, but there isn\u2019t much in the way", "logweight": "-4.576530331539978", "weight_incr": "-0.0008137556724250317"}, {"contents": "<<<>>> The House is back today, but there isn\u2019t much on the do", "logweight": "-17.368021315223594", "weight_incr": "-12.342275619506836"}, {"contents": "<<<>>> The House is also back for a vote today, and the rules of", "logweight": "-6.541378861553092", "weight_incr": "-0.10758844017982483"}, {"contents": "<<<>>> The House is also back for a vote today, and we\u2019ll soon", "logweight": "-4.434307014829535", "weight_incr": "-0.007391452789306641"}, {"contents": "<<<>>> The House is also back for a vote today, and it\u2019s a", "logweight": "-4.779483294374366", "weight_incr": "-0.16245877742767334"}, {"contents": "<<<>>> The USSF motto: never too early to freak out about a high", "logweight": "-7.074731385595221", "weight_incr": "-1.386151909828186"}, {"contents": "<<<>>> The USSF motto: never too early to freak out. Five days", "logweight": "-5.706112956888099", "weight_incr": "-0.32008635997772217"}, {"contents": "<<<>>> The USSF motto: never too early to freak out over vote by", "logweight": "-6.5588370648017715", "weight_incr": "-0.0061194030568003654"}, {"contents": "<<<>>> The USSF motto: never too early to freak out over the U", "logweight": "-5.560450120157618", "weight_incr": "-0.0032499507069587708"}, {"contents": "<<<>>> The USSF motto: never too early to freak out the left.", "logweight": "-5.249766057617087", "weight_incr": "-0.21858322620391846"}, {"contents": "<<<>>> The USSF motto: never too early to freak out. Sen.", "logweight": "-4.692719730575625", "weight_incr": "-0.15601491928100586"}]}, {"step": 15, "mode": "smc_step", "particles": [{"contents": "<<<>>> The House has a big week ahead of it, after weeks of being out", "logweight": "-5.694246983415503", "weight_incr": "-0.03737029433250427"}, {"contents": "<<<>>> There are still hopes that, just as with the last COVID-. aid", "logweight": "-19.075683390981574", "weight_incr": "-0.6364651918411255"}, {"contents": "<<<>>> There are still hopes that, if the devil with Kim Jong Un\u2019s old", "logweight": "-7.569059795028586", "weight_incr": "-0.839998722076416"}, {"contents": "<<<>>> There are still hopes that, at some point soon, the House will not", "logweight": "-5.740360712892432", "weight_incr": "-0.10294657945632935"}, {"contents": "<<<>>> There are still hopes that, at some point soon, House Ed and Labor", "logweight": "-5.988267040140052", "weight_incr": "-0.5527957677841187"}, {"contents": "<<<>>> It\u2019s flat (as in, no luck), but it beats the old", "logweight": "-6.056218704468627", "weight_incr": "-0.3786991834640503"}, {"contents": "<<<>>> The House is back today, and while it\u2019s TBD how many abs from", "logweight": "-15.057107007390876", "weight_incr": "-0.3182278871536255"}, {"contents": "<<<>>> The House is back today, and while it\u2019s TBD which mask-w Dummy", "logweight": "-19.88053021419706", "weight_incr": "-0.5070676803588867"}, {"contents": "<<<>>> The House is back today, but there isn\u2019t much more they\u2019re doing", "logweight": "-5.288040688521285", "weight_incr": "-0.18650734424591064"}, {"contents": "<<<>>> The House is back today, but there isn\u2019t much in the way of", "logweight": "-5.537327402996887", "weight_incr": "-0.9607970714569092"}, {"contents": "<<<>>> The House is back today, but there isn\u2019t much on the dox", "logweight": "-17.569474941379447", "weight_incr": "-0.20145362615585327"}, {"contents": "<<<>>> The House is also back for a vote today, and the rules of the", "logweight": "-7.5232751427954625", "weight_incr": "-0.9818962812423706"}, {"contents": "<<<>>> The House is also back for a vote today, and we\u2019ll soon get", "logweight": "-4.484394943601508", "weight_incr": "-0.050087928771972656"}, {"contents": "<<<>>> The House is also back for a vote today, and it\u2019s a busy", "logweight": "-4.9100074230498265", "weight_incr": "-0.13052412867546082"}, {"contents": "<<<>>> The USSF motto: never too early to freak out about a high-f", "logweight": "-16.530735528356452", "weight_incr": "-9.45600414276123"}, {"contents": "<<<>>> The USSF motto: never too early to freak out. Five days from", "logweight": "-5.991133129484076", "weight_incr": "-0.2850201725959778"}, {"contents": "<<<>>> The USSF motto: never too early to freak out over vote by mail", "logweight": "-6.637142830788214", "weight_incr": "-0.07830576598644257"}, {"contents": "<<<>>> The USSF motto: never too early to freak out over the U.S", "logweight": "-5.561522795147319", "weight_incr": "-0.0010726749897003174"}, {"contents": "<<<>>> The USSF motto: never too early to freak out the left. The", "logweight": "-5.917428201324363", "weight_incr": "-0.6676621437072754"}, {"contents": "<<<>>> The USSF motto: never too early to freak out. Sen. John", "logweight": "-5.157146605690066", "weight_incr": "-0.4644268751144409"}]}, {"mode": "resample", "step": 16, "ancestors": [0, 0, 3, 3, 4, 8, 8, 8, 8, 8, 8, 9, 12, 12, 12, 12, 12, 13, 15, 19], "particles": [{"contents": "<<<>>> The House has a big week ahead of it, after weeks of being out of", "logweight": "-7.432465465922904", "weight_incr": "-1.738218482507401"}, {"contents": "<<<>>> The House has a big week ahead of it, after weeks of being out,", "logweight": "-6.127647610564781", "weight_incr": "-0.4334006271492772"}, {"contents": "<<<>>> There are still hopes that, at some point soon, the House will not get", "logweight": "-6.044380577464652", "weight_incr": "-0.3040198645722203"}, {"contents": "<<<>>> There are still hopes that, at some point soon, the House will not vote", "logweight": "-5.905115755458427", "weight_incr": "-0.1647550425659947"}, {"contents": "<<<>>> There are still hopes that, at some point soon, House Ed and Labor Chair", "logweight": "-5.921651469727111", "weight_incr": "0.06661557041294053"}, {"contents": "<<<>>> The House is back today, but there isn\u2019t much more they\u2019re doing.", "logweight": "-6.10736420955236", "weight_incr": "-0.819323521031075"}, {"contents": "<<<>>> The House is back today, but there isn\u2019t much more they\u2019re doing other", "logweight": "-5.874447739866627", "weight_incr": "-0.5864070513453417"}, {"contents": "<<<>>> The House is back today, but there isn\u2019t much more they\u2019re doing,", "logweight": "-6.232920082469535", "weight_incr": "-0.9448793939482503"}, {"contents": "<<<>>> The House is back today, but there isn\u2019t much more they\u2019re doing than", "logweight": "-6.917228849788261", "weight_incr": "-1.6291881612669759"}, {"contents": "<<<>>> The House is back today, but there isn\u2019t much more they\u2019re doing this", "logweight": "-5.901886997927976", "weight_incr": "-0.613846309406691"}, {"contents": "<<<>>> The House is back today, but there isn\u2019t much more they\u2019re doing.", "logweight": "-6.10736420955236", "weight_incr": "-0.819323521031075"}, {"contents": "<<<>>> The House is back today, but there isn\u2019t much in the way of a", "logweight": "-6.873472841640067", "weight_incr": "-1.3361454386431806"}, {"contents": "<<<>>> The House is also back for a vote today, and we\u2019ll soon get a", "logweight": "-6.3863491138416055", "weight_incr": "-1.9019541702400975"}, {"contents": "<<<>>> The House is also back for a vote today, and we\u2019ll soon get some", "logweight": "-6.870573671718192", "weight_incr": "-2.3861787281166844"}, {"contents": "<<<>>> The House is also back for a vote today, and we\u2019ll soon get an", "logweight": "-6.988944919963432", "weight_incr": "-2.5045499763619237"}, {"contents": "<<<>>> The House is also back for a vote today, and we\u2019ll soon get to", "logweight": "-5.896844746728492", "weight_incr": "-1.412449803126984"}, {"contents": "<<<>>> The House is also back for a vote today, and we\u2019ll soon get our", "logweight": "-5.905907193382335", "weight_incr": "-1.421512249780827"}, {"contents": "<<<>>> The House is also back for a vote today, and it\u2019s a busy slate", "logweight": "-5.938412936587882", "weight_incr": "-1.0284055135380559"}, {"contents": "<<<>>> The USSF motto: never too early to freak out. Five days from the", "logweight": "-6.4768653234439615", "weight_incr": "-0.4857321939598851"}, {"contents": "<<<>>> The USSF motto: never too early to freak out. Sen. John Corn", "logweight": "-13.78383007850225", "weight_incr": "-8.626683472812184"}]}, {"step": 17, "mode": "smc_step", "particles": [{"contents": "<<<>>> The House has a big week ahead of it, after weeks of being out of town", "logweight": "-7.4905719479518655", "weight_incr": "-0.05810648202896118"}, {"contents": "<<<>>> The House has a big week ahead of it, after weeks of being out, even", "logweight": "-6.283574970622611", "weight_incr": "-0.1559273600578308"}, {"contents": "<<<>>> There are still hopes that, at some point soon, the House will not get the", "logweight": "-6.85256901588018", "weight_incr": "-0.8081884384155273"}, {"contents": "<<<>>> There are still hopes that, at some point soon, the House will not vote on", "logweight": "-6.088747175593925", "weight_incr": "-0.18363142013549805"}, {"contents": "<<<>>> There are still hopes that, at some point soon, House Ed and Labor Chair Bobby", "logweight": "-5.921696647690441", "weight_incr": "-4.51779633294791e-05"}, {"contents": "<<<>>> The House is back today, but there isn\u2019t much more they\u2019re doing. The", "logweight": "-6.792888196368766", "weight_incr": "-0.6855239868164062"}, {"contents": "<<<>>> The House is back today, but there isn\u2019t much more they\u2019re doing other than", "logweight": "-7.180169499662769", "weight_incr": "-1.3057217597961426"}, {"contents": "<<<>>> The House is back today, but there isn\u2019t much more they\u2019re doing, and", "logweight": "-6.430462630649162", "weight_incr": "-0.19754254817962646"}, {"contents": "<<<>>> The House is back today, but there isn\u2019t much more they\u2019re doing than Quiet", "logweight": "-7.586384924312187", "weight_incr": "-0.6691560745239258"}, {"contents": "<<<>>> The House is back today, but there isn\u2019t much more they\u2019re doing this month", "logweight": "-6.139514981021238", "weight_incr": "-0.23762798309326172"}, {"contents": "<<<>>> The House is back today, but there isn\u2019t much more they\u2019re doing. Rep", "logweight": "-6.108045445938659", "weight_incr": "-0.0006812363862991333"}, {"contents": "<<<>>> The House is back today, but there isn\u2019t much in the way of a big", "logweight": "-7.853391917605949", "weight_incr": "-0.9799190759658813"}, {"contents": "<<<>>> The House is also back for a vote today, and we\u2019ll soon get a sense", "logweight": "-6.398057470281673", "weight_incr": "-0.011708356440067291"}, {"contents": "<<<>>> The House is also back for a vote today, and we\u2019ll soon get some of", "logweight": "-6.883296268244338", "weight_incr": "-0.012722596526145935"}, {"contents": "<<<>>> The House is also back for a vote today, and we\u2019ll soon get an idea", "logweight": "-7.029307680388046", "weight_incr": "-0.04036276042461395"}, {"contents": "<<<>>> The House is also back for a vote today, and we\u2019ll soon get to more", "logweight": "-6.605675460954261", "weight_incr": "-0.708830714225769"}, {"contents": "<<<>>> The House is also back for a vote today, and we\u2019ll soon get our first", "logweight": "-6.318522373397899", "weight_incr": "-0.41261518001556396"}, {"contents": "<<<>>> The House is also back for a vote today, and it\u2019s a busy slate that", "logweight": "-7.067123683353019", "weight_incr": "-1.1287107467651367"}, {"contents": "<<<>>> The USSF motto: never too early to freak out. Five days from the Mars", "logweight": "-7.752444179912162", "weight_incr": "-1.2755788564682007"}, {"contents": "<<<>>> The USSF motto: never too early to freak out. Sen. John Corny", "logweight": "-14.041270138879371", "weight_incr": "-0.25744006037712097"}]}, {"step": 18, "mode": "smc_step", "particles": [{"contents": "<<<>>> The House has a big week ahead of it, after weeks of being out of town.", "logweight": "-7.7173907479244", "weight_incr": "-0.22681879997253418"}, {"contents": "<<<>>> The House has a big week ahead of it, after weeks of being out, even as", "logweight": "-6.6482907852130655", "weight_incr": "-0.3647158145904541"}, {"contents": "<<<>>> There are still hopes that, at some point soon, the House will not get the next", "logweight": "-7.318491133113456", "weight_incr": "-0.46592211723327637"}, {"contents": "<<<>>> There are still hopes that, at some point soon, the House will not vote on the", "logweight": "-6.912518175502372", "weight_incr": "-0.8237709999084473"}, {"contents": "<<<>>> There are still hopes that, at some point soon, House Ed and Labor Chair Bobby Scott", "logweight": "-5.923897802518512", "weight_incr": "-0.0022011548280715942"}, {"contents": "<<<>>> The House is back today, but there isn\u2019t much more they\u2019re doing. The House", "logweight": "-7.213865788837028", "weight_incr": "-0.4209775924682617"}, {"contents": "<<<>>> The House is back today, but there isn\u2019t much more they\u2019re doing other than reun", "logweight": "-18.69725076034392", "weight_incr": "-11.51708126068115"}, {"contents": "<<<>>> The House is back today, but there isn\u2019t much more they\u2019re doing, and thus", "logweight": "-6.597836764712882", "weight_incr": "-0.1673741340637207"}, {"contents": "<<<>>> The House is back today, but there isn\u2019t much more they\u2019re doing than Quiet on", "logweight": "-7.674812192280841", "weight_incr": "-0.08842726796865463"}, {"contents": "<<<>>> The House is back today, but there isn\u2019t much more they\u2019re doing this month than", "logweight": "-6.701583920230222", "weight_incr": "-0.5620689392089844"}, {"contents": "<<<>>> The House is back today, but there isn\u2019t much more they\u2019re doing. Rep.", "logweight": "-6.267662154694152", "weight_incr": "-0.15961670875549316"}, {"contents": "<<<>>> The House is back today, but there isn\u2019t much in the way of a big cap", "logweight": "-10.26038482989843", "weight_incr": "-2.4069929122924805"}, {"contents": "<<<>>> The House is also back for a vote today, and we\u2019ll soon get a sense of", "logweight": "-6.618841001947475", "weight_incr": "-0.220783531665802"}, {"contents": "<<<>>> The House is also back for a vote today, and we\u2019ll soon get some of that", "logweight": "-7.47610904480989", "weight_incr": "-0.5928127765655518"}, {"contents": "<<<>>> The House is also back for a vote today, and we\u2019ll soon get an idea of", "logweight": "-7.2338049581247095", "weight_incr": "-0.20449727773666382"}, {"contents": "<<<>>> The House is also back for a vote today, and we\u2019ll soon get to more on", "logweight": "-6.679961206574989", "weight_incr": "-0.07428574562072754"}, {"contents": "<<<>>> The House is also back for a vote today, and we\u2019ll soon get our first look", "logweight": "-6.323344966580224", "weight_incr": "-0.004822593182325363"}, {"contents": "<<<>>> The House is also back for a vote today, and it\u2019s a busy slate that will", "logweight": "-7.830594094653678", "weight_incr": "-0.7634704113006592"}, {"contents": "<<<>>> The USSF motto: never too early to freak out. Five days from the Mars rover", "logweight": "-9.451023252864433", "weight_incr": "-1.6985790729522705"}, {"contents": "<<<>>> The USSF motto: never too early to freak out. Sen. John Corny (", "logweight": "-14.04202873185004", "weight_incr": "-0.0007585929706692696"}]}, {"step": 19, "mode": "smc_step", "particles": [{"contents": "<<<>>> The House has a big week ahead of it, after weeks of being out of town. This", "logweight": "-8.241377862353874", "weight_incr": "-0.5239871144294739"}, {"contents": "<<<>>> The House has a big week ahead of it, after weeks of being out, even as even", "logweight": "-6.912302883525443", "weight_incr": "-0.26401209831237793"}, {"contents": "<<<>>> There are still hopes that, at some point soon, the House will not get the next Nord", "logweight": "-12.172758730311942", "weight_incr": "-4.854267597198486"}, {"contents": "<<<>>> There are still hopes that, at some point soon, the House will not vote on the ND", "logweight": "-6.912519963430713", "weight_incr": "-1.7879283404909074e-06"}, {"contents": "<<<>>> There are still hopes that, at some point soon, House Ed and Labor Chair Bobby Scott (", "logweight": "-5.9240432791792035", "weight_incr": "-0.0001454766606912017"}, {"contents": "<<<>>> The House is back today, but there isn\u2019t much more they\u2019re doing. The House Rules", "logweight": "-10.817190678973747", "weight_incr": "-3.6033248901367188"}, {"contents": "<<<>>> The House is back today, but there isn\u2019t much more they\u2019re doing other than reunu", "logweight": "-23.803293622282396", "weight_incr": "-5.106042861938477"}, {"contents": "<<<>>> The House is back today, but there isn\u2019t much more they\u2019re doing, and thus the", "logweight": "-7.1941645463901285", "weight_incr": "-0.5963277816772461"}, {"contents": "<<<>>> The House is back today, but there isn\u2019t much more they\u2019re doing than Quiet on the", "logweight": "-7.9101209586458925", "weight_incr": "-0.23530876636505127"}, {"contents": "<<<>>> The House is back today, but there isn\u2019t much more they\u2019re doing this month than than", "logweight": "-7.1160252673524145", "weight_incr": "-0.4144413471221924"}, {"contents": "<<<>>> The House is back today, but there isn\u2019t much more they\u2019re doing. Rep. Adam", "logweight": "-6.69951431657846", "weight_incr": "-0.43185216188430786"}, {"contents": "<<<>>> The House is back today, but there isn\u2019t much in the way of a big caper", "logweight": "-10.51617780532415", "weight_incr": "-0.2557929754257202"}, {"contents": "<<<>>> The House is also back for a vote today, and we\u2019ll soon get a sense of if", "logweight": "-6.884113380868984", "weight_incr": "-0.2652723789215088"}, {"contents": "<<<>>> The House is also back for a vote today, and we\u2019ll soon get some of that Biden", "logweight": "-8.448198097010208", "weight_incr": "-0.9720890522003174"}, {"contents": "<<<>>> The House is also back for a vote today, and we\u2019ll soon get an idea of how", "logweight": "-7.501411752958846", "weight_incr": "-0.26760679483413696"}, {"contents": "<<<>>> The House is also back for a vote today, and we\u2019ll soon get to more on the", "logweight": "-7.408852817674232", "weight_incr": "-0.7288916110992432"}, {"contents": "<<<>>> The House is also back for a vote today, and we\u2019ll soon get our first look at", "logweight": "-6.452930590321374", "weight_incr": "-0.1295856237411499"}, {"contents": "<<<>>> The House is also back for a vote today, and it\u2019s a busy slate that will cover", "logweight": "-8.44150248374517", "weight_incr": "-0.6109083890914917"}, {"contents": "<<<>>> The USSF motto: never too early to freak out. Five days from the Mars rover\u2019s", "logweight": "-11.578230770488334", "weight_incr": "-2.1272075176239014"}, {"contents": "<<<>>> The USSF motto: never too early to freak out. Sen. John Corny (R", "logweight": "-14.042217051793886", "weight_incr": "-0.00018831994384527206"}]}, {"mode": "resample", "step": 20, "ancestors": [0, 1, 1, 1, 1, 1, 3, 4, 4, 4, 4, 4, 4, 4, 4, 7, 7, 9, 12, 14], "particles": [{"contents": "<<<>>> The House has a big week ahead of it, after weeks of being out of town. This one", "logweight": "-7.752334805293584", "weight_incr": "0.4890430570602895"}, {"contents": "<<<>>> The House has a big week ahead of it, after weeks of being out, even as even some", "logweight": "-8.11724010304978", "weight_incr": "-1.2049372195243357"}, {"contents": "<<<>>> The House has a big week ahead of it, after weeks of being out, even as even more", "logweight": "-8.316486092372442", "weight_incr": "-1.404183208846998"}, {"contents": "<<<>>> The House has a big week ahead of it, after weeks of being out, even as even more", "logweight": "-8.316486092372442", "weight_incr": "-1.404183208846998"}, {"contents": "<<<>>> The House has a big week ahead of it, after weeks of being out, even as even as", "logweight": "-7.825486334128881", "weight_incr": "-0.9131834506034373"}, {"contents": "<<<>>> The House has a big week ahead of it, after weeks of being out, even as even more", "logweight": "-8.316486092372442", "weight_incr": "-1.404183208846998"}, {"contents": "<<<>>> There are still hopes that, at some point soon, the House will not vote on the NDAA", "logweight": "-7.598412128253484", "weight_incr": "-0.6858921648227714"}, {"contents": "<<<>>> There are still hopes that, at some point soon, House Ed and Labor Chair Bobby Scott (D", "logweight": "-7.39062809673568", "weight_incr": "-1.4665848175564768"}, {"contents": "<<<>>> There are still hopes that, at some point soon, House Ed and Labor Chair Bobby Scott (D", "logweight": "-7.39062809673568", "weight_incr": "-1.4665848175564768"}, {"contents": "<<<>>> There are still hopes that, at some point soon, House Ed and Labor Chair Bobby Scott (D", "logweight": "-7.39062809673568", "weight_incr": "-1.4665848175564768"}, {"contents": "<<<>>> There are still hopes that, at some point soon, House Ed and Labor Chair Bobby Scott (D", "logweight": "-7.39062809673568", "weight_incr": "-1.4665848175564768"}, {"contents": "<<<>>> There are still hopes that, at some point soon, House Ed and Labor Chair Bobby Scott (D", "logweight": "-7.39062809673568", "weight_incr": "-1.4665848175564768"}, {"contents": "<<<>>> There are still hopes that, at some point soon, House Ed and Labor Chair Bobby Scott (D", "logweight": "-7.39062809673568", "weight_incr": "-1.4665848175564768"}, {"contents": "<<<>>> There are still hopes that, at some point soon, House Ed and Labor Chair Bobby Scott (D", "logweight": "-7.39062809673568", "weight_incr": "-1.4665848175564768"}, {"contents": "<<<>>> There are still hopes that, at some point soon, House Ed and Labor Chair Bobby Scott (D", "logweight": "-7.39062809673568", "weight_incr": "-1.4665848175564768"}, {"contents": "<<<>>> The House is back today, but there isn\u2019t much more they\u2019re doing, and thus the big", "logweight": "-8.067065449519658", "weight_incr": "-0.8729009031295298"}, {"contents": "<<<>>> The House is back today, but there isn\u2019t much more they\u2019re doing, and thus the focus", "logweight": "-7.511839481158757", "weight_incr": "-0.31767493476862896"}, {"contents": "<<<>>> The House is back today, but there isn\u2019t much more they\u2019re doing this month than than they", "logweight": "-7.514921398921514", "weight_incr": "-0.3988961315690993"}, {"contents": "<<<>>> The House is also back for a vote today, and we\u2019ll soon get a sense of if a", "logweight": "-8.157270761294866", "weight_incr": "-1.2731573804258822"}, {"contents": "<<<>>> The House is also back for a vote today, and we\u2019ll soon get an idea of how many", "logweight": "-8.321609111590886", "weight_incr": "-0.8201973586320399"}]}, {"step": 21, "mode": "smc_step", "particles": [{"contents": "<<<>>> The House has a big week ahead of it, after weeks of being out of town. 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This one\u2019s ALL", "logweight": "-8.17050621108582", "weight_incr": "-0.08653545379638672"}, {"contents": "<<<>>> The House has a big week ahead of it, after weeks of being out, even as even some House GOP", "logweight": "-12.282468231483007", "weight_incr": "-2.4270119667053223"}, {"contents": "<<<>>> The House has a big week ahead of it, after weeks of being out, even as even more of its", "logweight": "-10.73895743684342", "weight_incr": "-2.345294952392578"}, {"contents": "<<<>>> The House has a big week ahead of it, after weeks of being out, even as even more Covid-", "logweight": "-16.20078847007325", "weight_incr": "-7.473532199859621"}, {"contents": "<<<>>> The House has a big week ahead of it, after weeks of being out, even as even as its party", "logweight": "-9.909651668830419", "weight_incr": "-0.923724889755249"}, {"contents": "<<<>>> The House has a big week ahead of it, after weeks of being out, even as even more than a", "logweight": "-8.809046359820867", "weight_incr": "-0.17617499828338623"}, {"contents": "<<<>>> There are still hopes that, at some point soon, the House will not vote on the NDAA. If", "logweight": "-7.919952960773015", "weight_incr": "-0.11269748210906982"}, {"contents": "<<<>>> There are still hopes that, at some point soon, House Ed and Labor Chair Bobby Scott (D-Va", "logweight": "-7.391046478355646", "weight_incr": "-0.00010686367750167847"}, {"contents": "<<<>>> There are still hopes that, at some point soon, House Ed and Labor Chair Bobby Scott (D-Va", "logweight": "-7.391046478355646", "weight_incr": "-0.00010686367750167847"}, {"contents": "<<<>>> There are still hopes that, at some point soon, House Ed and Labor Chair Bobby Scott (D-Va", "logweight": "-7.391046478355646", "weight_incr": "-0.00010686367750167847"}, {"contents": "<<<>>> There are still hopes that, at some point soon, House Ed and Labor Chair Bobby Scott (D-Va", "logweight": "-7.391046478355646", "weight_incr": "-0.00010686367750167847"}, {"contents": "<<<>>> There are still hopes that, at some point soon, House Ed and Labor Chair Bobby Scott (D-Va", "logweight": "-7.391046478355646", "weight_incr": "-0.00010686367750167847"}, {"contents": "<<<>>> There are still hopes that, at some point soon, House Ed and Labor Chair Bobby Scott (D-Va", "logweight": "-7.391046478355646", "weight_incr": "-0.00010686367750167847"}, {"contents": "<<<>>> There are still hopes that, at some point soon, House Ed and Labor Chair Bobby Scott (D-Va", "logweight": "-7.391046478355646", "weight_incr": "-0.00010686367750167847"}, {"contents": "<<<>>> There are still hopes that, at some point soon, House Ed and Labor Chair Bobby Scott (D-Va", "logweight": "-7.391046478355646", "weight_incr": "-0.00010686367750167847"}, {"contents": "<<<>>> The House is back today, but there isn\u2019t much more they\u2019re doing, and thus the big COVID-", "logweight": "-17.15517726735642", "weight_incr": "-8.569824218750002"}, {"contents": "<<<>>> The House is back today, but there isn\u2019t much more they\u2019re doing, and thus the focus. Of", "logweight": "-8.237058403058553", "weight_incr": "-0.45666542649269104"}, {"contents": "<<<>>> The House is back today, but there isn\u2019t much more they\u2019re doing this month than than they\u2019ve been", "logweight": "-8.151538901119137", "weight_incr": "-0.02361365221440792"}, {"contents": "<<<>>> The House is also back for a vote today, and we\u2019ll soon get a sense of if a GOP hold", "logweight": "-11.919007988734746", "weight_incr": "-2.9578442573547363"}, {"contents": "<<<>>> The House is also back for a vote today, and we\u2019ll soon get an idea of how many of the", "logweight": "-9.531348766847158", "weight_incr": "-1.1654207706451416"}]}, {"step": 23, "mode": "smc_step", "particles": [{"contents": "<<<>>> The House has a big week ahead of it, after weeks of being out of town. This one\u2019s ALL ABOUT", "logweight": "-8.233646603389287", "weight_incr": "-0.0631403923034668"}, {"contents": "<<<>>> The House has a big week ahead of it, after weeks of being out, even as even some House GOP woke", "logweight": "-12.307377340360189", "weight_incr": "-0.024909108877182007"}, {"contents": "<<<>>> The House has a big week ahead of it, after weeks of being out, even as even more of its time", "logweight": "-10.781593592925573", "weight_incr": "-0.04263615608215332"}, {"contents": "<<<>>> The House has a big week ahead of it, after weeks of being out, even as even more Covid- has", "logweight": "-17.009839983745124", "weight_incr": "-0.809051513671875"}, {"contents": "<<<>>> The House has a big week ahead of it, after weeks of being out, even as even as its party\u2019s", "logweight": "-11.376349600120092", "weight_incr": "-1.4666979312896729"}, {"contents": "<<<>>> The House has a big week ahead of it, after weeks of being out, even as even more than a month", "logweight": "-9.554443569942022", "weight_incr": "-0.7453972101211548"}, {"contents": "<<<>>> There are still hopes that, at some point soon, the House will not vote on the NDAA. If you", "logweight": "-8.20207986430695", "weight_incr": "-0.28212690353393555"}, {"contents": "<<<>>> There are still hopes that, at some point soon, House Ed and Labor Chair Bobby Scott (D-Va.)", "logweight": "-7.399981810653925", "weight_incr": "-0.008935332298278809"}, {"contents": "<<<>>> There are still hopes that, at some point soon, House Ed and Labor Chair Bobby Scott (D-Va.)", "logweight": "-7.399981810653925", "weight_incr": "-0.008935332298278809"}, {"contents": "<<<>>> There are still hopes that, at some point soon, House Ed and Labor Chair Bobby Scott (D-Va.)", "logweight": "-7.399981810653925", "weight_incr": "-0.008935332298278809"}, {"contents": "<<<>>> There are still hopes that, at some point soon, House Ed and Labor Chair Bobby Scott (D-Va.)", "logweight": "-7.399981810653925", "weight_incr": "-0.008935332298278809"}, {"contents": "<<<>>> There are still hopes that, at some point soon, House Ed and Labor Chair Bobby Scott (D-Va.)", "logweight": "-7.399981810653925", "weight_incr": "-0.008935332298278809"}, {"contents": "<<<>>> There are still hopes that, at some point soon, House Ed and Labor Chair Bobby Scott (D-Va.)", "logweight": "-7.399981810653925", "weight_incr": "-0.008935332298278809"}, {"contents": "<<<>>> There are still hopes that, at some point soon, House Ed and Labor Chair Bobby Scott (D-Va.)", "logweight": "-7.399981810653925", "weight_incr": "-0.008935332298278809"}, {"contents": "<<<>>> There are still hopes that, at some point soon, House Ed and Labor Chair Bobby Scott (D-Va.)", "logweight": "-7.399981810653925", "weight_incr": "-0.008935332298278809"}, {"contents": "<<<>>> The House is back today, but there isn\u2019t much more they\u2019re doing, and thus the big COVID- and", "logweight": "-18.51545503930619", "weight_incr": "-1.360277771949768"}, {"contents": "<<<>>> The House is back today, but there isn\u2019t much more they\u2019re doing, and thus the focus. 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This one\u2019s ALL ABOUT SC", "logweight": "-8.358500378294492", "weight_incr": "-0.12485377490520477"}, {"contents": "<<<>>> The House has a big week ahead of it, after weeks of being out, even as even some House GOP woke up", "logweight": "-12.487800004048848", "weight_incr": "-0.18042266368865967"}, {"contents": "<<<>>> The House has a big week ahead of it, after weeks of being out, even as even more of its time is", "logweight": "-11.383773954673314", "weight_incr": "-0.6021803617477417"}, {"contents": "<<<>>> The House has a big week ahead of it, after weeks of being out, even as even more Covid- has hit", "logweight": "-17.27537706689408", "weight_incr": "-0.2655370831489563"}, {"contents": "<<<>>> The House has a big week ahead of it, after weeks of being out, even as even as its party\u2019s ideas", "logweight": "-11.563007028861547", "weight_incr": "-0.18665742874145508"}, {"contents": "<<<>>> The House has a big week ahead of it, after weeks of being out, even as even more than a month of", "logweight": "-10.125972243114019", "weight_incr": "-0.5715286731719971"}, {"contents": "<<<>>> There are still hopes that, at some point soon, the House will not vote on the NDAA. 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This one\u2019s ALL ABOUT SCOT", "logweight": "-13.966897385283017", "weight_incr": "-5.608397006988525"}, {"contents": "<<<>>> The House has a big week ahead of it, after weeks of being out, even as even some House GOP woke up to", "logweight": "-12.610748531384969", "weight_incr": "-0.1229485273361206"}, {"contents": "<<<>>> The House has a big week ahead of it, after weeks of being out, even as even more of its time is taken", "logweight": "-11.386288927956128", "weight_incr": "-0.002514973282814026"}, {"contents": "<<<>>> The House has a big week ahead of it, after weeks of being out, even as even more Covid- has hit the", "logweight": "-18.211676510139014", "weight_incr": "-0.9362994432449341"}, {"contents": "<<<>>> The House has a big week ahead of it, after weeks of being out, even as even as its party\u2019s ideas for", "logweight": "-12.165191086097265", "weight_incr": "-0.6021840572357178"}, {"contents": "<<<>>> The House has a big week ahead of it, after weeks of being out, even as even more than a month of floor", "logweight": "-10.374261992140317", "weight_incr": "-0.24828974902629852"}, {"contents": "<<<>>> There are still hopes that, at some point soon, the House will not vote on the NDAA. 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Of note: The", "logweight": "-8.991569163365865", "weight_incr": "-0.447090208530426"}, {"contents": "<<<>>> The House is back today, but there isn\u2019t much more they\u2019re doing this month than than they\u2019ve been doing since mid", "logweight": "-8.704403452663326", "weight_incr": "-0.015994787216186523"}, {"contents": "<<<>>> The House is also back for a vote today, and we\u2019ll soon get a sense of if a GOP hold on Trump\u2019s", "logweight": "-14.07560613946488", "weight_incr": "-1.7458183765411377"}, {"contents": "<<<>>> The House is also back for a vote today, and we\u2019ll soon get an idea of how many of the GOP\u2019s high", "logweight": "-13.919284792705083", "weight_incr": "-3.247897148132324"}]}, {"mode": "resample", "step": 26, "ancestors": [7, 7, 8, 8, 9, 9, 12, 12, 12, 13, 14, 14, 14, 14, 16, 16, 17, 17, 17, 17], "particles": [{"contents": "<<<>>> There are still hopes that, at some point soon, House Ed and Labor Chair Bobby Scott (D-Va.) will haul up", "logweight": "-9.13169349589615", "weight_incr": "-0.894154488625098"}, {"contents": "<<<>>> There are still hopes that, at some point soon, House Ed and Labor Chair Bobby Scott (D-Va.) will haul up", "logweight": "-9.13169349589615", "weight_incr": "-0.894154488625098"}, {"contents": "<<<>>> There are still hopes that, at some point soon, House Ed and Labor Chair Bobby Scott (D-Va.) and HELP top", "logweight": "-9.506830109741975", "weight_incr": "-1.0824227030892857"}, {"contents": "<<<>>> There are still hopes that, at some point soon, House Ed and Labor Chair Bobby Scott (D-Va.) and HELP Chair", "logweight": "-8.996056808617402", "weight_incr": "-0.5716494019647129"}, {"contents": "<<<>>> There are still hopes that, at some point soon, House Ed and Labor Chair Bobby Scott (D-Va.) will send his", "logweight": "-9.496995462563325", "weight_incr": "-1.454816042961646"}, {"contents": "<<<>>> There are still hopes that, at some point soon, House Ed and Labor Chair Bobby Scott (D-Va.) will send his", "logweight": "-9.496995462563325", "weight_incr": "-1.454816042961646"}, {"contents": "<<<>>> There are still hopes that, at some point soon, House Ed and Labor Chair Bobby Scott (D-Va.) gets to hash", "logweight": "-9.027275151100445", "weight_incr": "-1.2043175618668087"}, {"contents": "<<<>>> There are still hopes that, at some point soon, House Ed and Labor Chair Bobby Scott (D-Va.) gets to offer", "logweight": "-9.073710633900452", "weight_incr": "-1.2507530446668156"}, {"contents": "<<<>>> There are still hopes that, at some point soon, House Ed and Labor Chair Bobby Scott (D-Va.) gets to a", "logweight": "-9.36993206897049", "weight_incr": "-1.5469744797368534"}, {"contents": "<<<>>> There are still hopes that, at some point soon, House Ed and Labor Chair Bobby Scott (D-Va.) and House Ways", "logweight": "-8.97570564736842", "weight_incr": "-0.3383428254668601"}, {"contents": "<<<>>> There are still hopes that, at some point soon, House Ed and Labor Chair Bobby Scott (D-Va.) will put his", "logweight": "-9.671134723809052", "weight_incr": "-1.4583204384465702"}, {"contents": "<<<>>> There are still hopes that, at some point soon, House Ed and Labor Chair Bobby Scott (D-Va.) will put his", "logweight": "-9.671134723809052", "weight_incr": "-1.4583204384465702"}, {"contents": "<<<>>> There are still hopes that, at some point soon, House Ed and Labor Chair Bobby Scott (D-Va.) will put Trump", "logweight": "-9.196272476103593", "weight_incr": "-0.9834581907411106"}, {"contents": "<<<>>> There are still hopes that, at some point soon, House Ed and Labor Chair Bobby Scott (D-Va.) will put a", "logweight": "-9.527902139809418", "weight_incr": "-1.3150878544469364"}, {"contents": "<<<>>> The House is back today, but there isn\u2019t much more they\u2019re doing, and thus the focus. 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Of note: The House", "logweight": "-9.659280075218964", "weight_incr": "-0.6677109118530993"}, {"contents": "<<<>>> The House is back today, but there isn\u2019t much more they\u2019re doing this month than than they\u2019ve been doing since mid-", "logweight": "-17.25216127791672", "weight_incr": "-8.547757825253393"}, {"contents": "<<<>>> The House is back today, but there isn\u2019t much more they\u2019re doing this month than than they\u2019ve been doing since mid March", "logweight": "-9.152237846043397", "weight_incr": "-0.44783439338007014"}, {"contents": "<<<>>> The House is back today, but there isn\u2019t much more they\u2019re doing this month than than they\u2019ve been doing since mid-May", "logweight": "-9.109163834240723", "weight_incr": "-0.4047603815773968"}, {"contents": "<<<>>> The House is back today, but there isn\u2019t much more they\u2019re doing this month than than they\u2019ve been doing since mid-M", "logweight": "-20.962309135582736", "weight_incr": "-12.257905682919409"}]}, {"step": 27, "mode": "smc_step", "particles": [{"contents": "<<<>>> There are still hopes that, at some point soon, House Ed and Labor Chair Bobby Scott (D-Va.) will haul up a", "logweight": "-9.747071398880768", "weight_incr": "-0.6153779029846191"}, {"contents": "<<<>>> There are still hopes that, at some point soon, House Ed and Labor Chair Bobby Scott (D-Va.) will haul up a", "logweight": "-9.747071398880768", "weight_incr": "-0.6153779029846191"}, {"contents": "<<<>>> There are still hopes that, at some point soon, House Ed and Labor Chair Bobby Scott (D-Va.) and HELP top Dem", "logweight": "-9.584595038082886", "weight_incr": "-0.07776492834091187"}, {"contents": "<<<>>> There are still hopes that, at some point soon, House Ed and Labor Chair Bobby Scott (D-Va.) and HELP Chair Patty", "logweight": "-16.54307867446213", "weight_incr": "-7.547021865844728"}, {"contents": "<<<>>> There are still hopes that, at some point soon, House Ed and Labor Chair Bobby Scott (D-Va.) will send his pro", "logweight": "-9.78268624701767", "weight_incr": "-0.2856907844543457"}, {"contents": "<<<>>> There are still hopes that, at some point soon, House Ed and Labor Chair Bobby Scott (D-Va.) will send his $", "logweight": "-15.660914911415864", "weight_incr": "-6.163919448852539"}, {"contents": "<<<>>> There are still hopes that, at some point soon, House Ed and Labor Chair Bobby Scott (D-Va.) gets to hash out", "logweight": "-9.14324224599867", "weight_incr": "-0.11596709489822388"}, {"contents": "<<<>>> There are still hopes that, at some point soon, House Ed and Labor Chair Bobby Scott (D-Va.) gets to offer his", "logweight": "-9.750734998371888", "weight_incr": "-0.6770243644714355"}, {"contents": "<<<>>> There are still hopes that, at some point soon, House Ed and Labor Chair Bobby Scott (D-Va.) gets to a vote", "logweight": "-9.3806776315835", "weight_incr": "-0.010745562613010406"}, {"contents": "<<<>>> There are still hopes that, at some point soon, House Ed and Labor Chair Bobby Scott (D-Va.) and House Ways and", "logweight": "-8.975766644806106", "weight_incr": "-6.099743768572807e-05"}, {"contents": "<<<>>> There are still hopes that, at some point soon, House Ed and Labor Chair Bobby Scott (D-Va.) will put his text", "logweight": "-9.837595953133393", "weight_incr": "-0.16646122932434082"}, {"contents": "<<<>>> There are still hopes that, at some point soon, House Ed and Labor Chair Bobby Scott (D-Va.) will put his long", "logweight": "-10.629540456917573", "weight_incr": "-0.9584057331085205"}, {"contents": "<<<>>> There are still hopes that, at some point soon, House Ed and Labor Chair Bobby Scott (D-Va.) will put Trump\u2019s", "logweight": "-9.995449765112687", "weight_incr": "-0.7991772890090942"}, {"contents": "<<<>>> There are still hopes that, at some point soon, House Ed and Labor Chair Bobby Scott (D-Va.) will put a labor", "logweight": "-10.457712902214814", "weight_incr": "-0.9298107624053955"}, {"contents": "<<<>>> The House is back today, but there isn\u2019t much more they\u2019re doing, and thus the focus. 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Of note: The lower-ch am", "logweight": "-31.49838407197266", "weight_incr": "-0.46052390336990356"}, {"contents": "<<<>>> The House is back today, but there isn\u2019t much more they\u2019re doing, and thus the focus. Of note: The House Armed Serv", "logweight": "-17.61382914939194", "weight_incr": "-1.3732044696807861"}, {"contents": "<<<>>> The House is back today, but there isn\u2019t much more they\u2019re doing this month than than they\u2019ve been doing since mid- March:", "logweight": "-18.575600995209506", "weight_incr": "-1.1874767541885376"}, {"contents": "<<<>>> The House is back today, but there isn\u2019t much more they\u2019re doing this month than than they\u2019ve been doing since mid March: hat", "logweight": "-10.532186581280518", "weight_incr": "-0.2701660394668579"}, {"contents": "<<<>>> The House is back today, but there isn\u2019t much more they\u2019re doing this month than than they\u2019ve been doing since mid-May: much", "logweight": "-10.564531399395753", "weight_incr": "-0.2268080711364746"}, {"contents": "<<<>>> The House is back today, but there isn\u2019t much more they\u2019re doing this month than than they\u2019ve been doing since mid-M and early", "logweight": 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"-0.7909944531419058"}, {"contents": "<<<>>> There are still hopes that, at some point soon, House Ed and Labor Chair Bobby Scott (D-Va.) will put his text of the", "logweight": "-11.089731634951141", "weight_incr": "-1.1928471204736013"}, {"contents": "<<<>>> There are still hopes that, at some point soon, House Ed and Labor Chair Bobby Scott (D-Va.) will put his text of an", "logweight": "-11.401930750704315", "weight_incr": "-1.5050462362267751"}, {"contents": "<<<>>> There are still hopes that, at some point soon, House Ed and Labor Chair Bobby Scott (D-Va.) will put his text of the", "logweight": "-11.089731634951141", "weight_incr": "-1.1928471204736013"}, {"contents": "<<<>>> There are still hopes that, at some point soon, House Ed and Labor Chair Bobby Scott (D-Va.) will put Trump\u2019s NLR", "logweight": "-10.63838742313249", "weight_incr": "-0.6427383084227074"}, {"contents": "<<<>>> There are still hopes that, at some point soon, House Ed and Labor Chair Bobby Scott (D-Va.) 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Labor Chair Bobby Scott (D-Va.) and House Ways and Means Chair Ritch", "logweight": "-25.76724606881192", "weight_incr": "-11.052128791809084"}, {"contents": "<<<>>> There are still hopes that, at some point soon, House Ed and Labor Chair Bobby Scott (D-Va.) and House Ways and Means Chair Ritch", "logweight": "-25.76724606881192", "weight_incr": "-11.052128791809084"}, {"contents": "<<<>>> There are still hopes that, at some point soon, House Ed and Labor Chair Bobby Scott (D-Va.) and House Ways and Means Chair,", "logweight": "-15.94787567982724", "weight_incr": "-1.2327584028244019"}, {"contents": "<<<>>> There are still hopes that, at some point soon, House Ed and Labor Chair Bobby Scott (D-Va.) and House Ways and Means Chair,", "logweight": "-15.94787567982724", "weight_incr": "-1.2327584028244019"}, {"contents": "<<<>>> There are still hopes that, at some point soon, House Ed and Labor Chair Bobby Scott (D-Va.) and House Ways and Means Chair Ron", "logweight": "-14.719494396245983", "weight_incr": "-0.004377119243144989"}, {"contents": "<<<>>> There are still hopes that, at some point soon, House Ed and Labor Chair Bobby Scott (D-Va.) will put his text of the HERO", "logweight": "-18.10105031857541", "weight_incr": "-7.011318683624269"}, {"contents": "<<<>>> There are still hopes that, at some point soon, House Ed and Labor Chair Bobby Scott (D-Va.) will put his text of next year", "logweight": "-10.688033676597234", "weight_incr": "-0.00015470897778868675"}, {"contents": "<<<>>> There are still hopes that, at some point soon, House Ed and Labor Chair Bobby Scott (D-Va.) will put his text of the Re", "logweight": "-14.493862809038665", "weight_incr": "-3.4041311740875244"}, {"contents": "<<<>>> There are still hopes that, at some point soon, House Ed and Labor Chair Bobby Scott (D-Va.) will put his text of an E", "logweight": "-11.412733973360565", "weight_incr": "-0.01080322265625"}, {"contents": "<<<>>> There are still hopes that, at some 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"logweight": "-11.015841485357788", "weight_incr": "-0.24150294065475464"}]}, {"mode": "resample", "step": 31, "ancestors": [0, 3, 3, 3, 3, 4, 12, 12, 12, 12, 12, 14, 14, 14, 15, 16, 17, 19, 19, 19], "particles": [{"contents": "<<<>>> There are still hopes that, at some point soon, House Ed and Labor Chair Bobby Scott (D-Va.) gets to hash out how to pass his", "logweight": "-12.446386091932395", "weight_incr": "-1.0942106760822057"}, {"contents": "<<<>>> There are still hopes that, at some point soon, House Ed and Labor Chair Bobby Scott (D-Va.) gets to a vote on the PRO Act", "logweight": "-12.037842922433951", "weight_incr": "-1.1158576823554753"}, {"contents": "<<<>>> There are still hopes that, at some point soon, House Ed and Labor Chair Bobby Scott (D-Va.) gets to a vote on the PRO Act", "logweight": "-12.037842922433951", "weight_incr": "-1.1158576823554753"}, {"contents": "<<<>>> There are still hopes that, at some point soon, House Ed and Labor Chair Bobby Scott (D-Va.) gets 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{"contents": "<<<>>> There are still hopes that, at some point soon, House Ed and Labor Chair Bobby Scott (D-Va.) will put his text of next year\u2019s", "logweight": "-12.730561011060813", "weight_incr": "-2.0425273344635784"}, {"contents": "<<<>>> There are still hopes that, at some point soon, House Ed and Labor Chair Bobby Scott (D-Va.) will put his text of next year\u2019s", "logweight": "-12.730561011060813", "weight_incr": "-2.0425273344635784"}, {"contents": "<<<>>> There are still hopes that, at some point soon, House Ed and Labor Chair Bobby Scott (D-Va.) will put his text of next year\u2019s", "logweight": "-12.730561011060813", "weight_incr": "-2.0425273344635784"}, {"contents": "<<<>>> There are still hopes that, at some point soon, House Ed and Labor Chair Bobby Scott (D-Va.) will put his text of an EEO", "logweight": "-11.98704879783068", "weight_incr": "-0.5743148244701146"}, {"contents": "<<<>>> There are still hopes that, at some point soon, House Ed and Labor Chair Bobby Scott (D-Va.) will put his text of an EEO", "logweight": "-11.98704879783068", "weight_incr": "-0.5743148244701146"}, {"contents": "<<<>>> There are still hopes that, at some point soon, House Ed and Labor Chair Bobby Scott (D-Va.) will put his text of an ESEA", "logweight": "-12.312863790020087", "weight_incr": "-0.900129816659522"}, {"contents": "<<<>>> There are still hopes that, at some point soon, House Ed and Labor Chair Bobby Scott (D-Va.) will put his text of the Omic", "logweight": "-20.798322909101586", "weight_incr": "-9.705790371798708"}, {"contents": "<<<>>> There are still hopes that, at some point soon, House Ed and Labor Chair Bobby Scott (D-Va.) will put Trump\u2019s NLRB pick", "logweight": "-12.01382138632212", "weight_incr": "0.2394750896591873"}, {"contents": "<<<>>> There are still hopes that, at some point soon, House Ed and Labor Chair Bobby Scott (D-Va.) will put Trump\u2019s NLRB-p", "logweight": "-17.134661905988793", "weight_incr": "-4.881365430007486"}, {"contents": "<<<>>> The House is back today, but there isn\u2019t much more they\u2019re doing this month than than they\u2019ve been doing since mid March: hat-ing on the", "logweight": "-12.766320936903098", "weight_incr": "-1.75047945154531"}, {"contents": "<<<>>> The House is back today, but there isn\u2019t much more they\u2019re doing this month than than they\u2019ve been doing since mid March: hat-ing on Trump", "logweight": "-12.03708564542208", "weight_incr": "-1.0212441600642919"}, {"contents": "<<<>>> The House is back today, but there isn\u2019t much more they\u2019re doing this month than than they\u2019ve been doing since mid March: hat-ing on Trump", "logweight": "-12.03708564542208", "weight_incr": "-1.0212441600642919"}]}, {"step": 32, "mode": "smc_step", "particles": [{"contents": "<<<>>> There are still hopes that, at some point soon, House Ed and Labor Chair Bobby Scott (D-Va.) gets to hash out how to pass his long", "logweight": "-13.01574968598757", "weight_incr": "-0.5693635940551758"}, {"contents": "<<<>>> There are still hopes that, at some point soon, House Ed and Labor Chair Bobby Scott (D-Va.) gets to a vote on the PRO Act.", "logweight": "-12.174164824709036", "weight_incr": "-0.13632190227508545"}, {"contents": "<<<>>> There are still hopes that, at some point soon, House Ed and Labor Chair Bobby Scott (D-Va.) gets to a vote on the PRO Act,", "logweight": "-12.130467586740592", "weight_incr": "-0.09262466430664062"}, {"contents": "<<<>>> There are still hopes that, at some point soon, House Ed and Labor Chair Bobby Scott (D-Va.) gets to a vote on the PRO Act,", "logweight": "-12.130467586740592", "weight_incr": "-0.09262466430664062"}, {"contents": "<<<>>> There are still hopes that, at some point soon, House Ed and Labor Chair Bobby Scott (D-Va.) gets to a vote on the PRO Act,", "logweight": "-12.130467586740592", "weight_incr": "-0.09262466430664062"}, {"contents": "<<<>>> There are still hopes that, at some point soon, House Ed and Labor Chair Bobby Scott (D-Va.) gets to a vote on a Biden-p Org", "logweight": "-20.159946553930382", "weight_incr": "-0.23623836040496826"}, {"contents": "<<<>>> There are still hopes that, at some point soon, House Ed and Labor Chair Bobby Scott (D-Va.) will put his text of next year\u2019s Iraq", "logweight": "-12.8129403521863", "weight_incr": "-0.08237934112548828"}, {"contents": "<<<>>> There are still hopes that, at some point soon, House Ed and Labor Chair Bobby Scott (D-Va.) will put his text of next year\u2019s NF", "logweight": "-12.731221341117957", "weight_incr": "-0.000660330057144165"}, {"contents": "<<<>>> There are still hopes that, at some point soon, House Ed and Labor Chair Bobby Scott (D-Va.) will put his text of next year\u2019s Raise", "logweight": "-12.734253123923876", "weight_incr": "-0.0036921128630638123"}, {"contents": "<<<>>> There are still hopes that, at some point soon, House Ed and Labor Chair Bobby Scott (D-Va.) will put his text of next year\u2019s NI", "logweight": "-12.747790568098166", "weight_incr": "-0.017229557037353516"}, {"contents": "<<<>>> There are still hopes that, at some point soon, House Ed and Labor Chair Bobby Scott (D-Va.) will put his text of next year\u2019s Labor", "logweight": "-12.742540129050353", "weight_incr": "-0.0119791179895401"}, {"contents": "<<<>>> There are still hopes that, at some point soon, House Ed and Labor Chair Bobby Scott (D-Va.) will put his text of an EEO bill", "logweight": "-12.087647371515372", "weight_incr": "-0.10059857368469238"}, {"contents": "<<<>>> There are still hopes that, at some point soon, House Ed and Labor Chair Bobby Scott (D-Va.) will put his text of an EEO-", "logweight": "-18.146773987039666", "weight_incr": "-6.159725189208986"}, {"contents": "<<<>>> There are still hopes that, at some point soon, House Ed and Labor Chair Bobby Scott (D-Va.) will put his text of an ESEA re", "logweight": "-17.71397348545466", "weight_incr": "-5.401109695434572"}, {"contents": "<<<>>> There are still hopes that, at some point soon, House Ed and Labor Chair Bobby Scott (D-Va.) will put his text of the Omic-", "logweight": "-23.97916602395449", "weight_incr": "-3.1808431148529053"}, {"contents": "<<<>>> There are still hopes that, at some point soon, House Ed and Labor Chair Bobby Scott (D-Va.) will put Trump\u2019s NLRB pick Peter", "logweight": "-12.014781358707436", "weight_incr": "-0.0009599723853170872"}, {"contents": "<<<>>> There are still hopes that, at some point soon, House Ed and Labor Chair Bobby Scott (D-Va.) will put Trump\u2019s NLRB-p picks", "logweight": "-17.36691247723971", "weight_incr": "-0.23225057125091553"}, {"contents": "<<<>>> The House is back today, but there isn\u2019t much more they\u2019re doing this month than than they\u2019ve been doing since mid March: hat-ing on the Biden", "logweight": "-14.61058234475527", "weight_incr": "-1.8442614078521729"}, {"contents": "<<<>>> The House is back 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Few", "logweight": "-12.933585815652945", "weight_incr": "-0.7594209909439087"}, {"contents": "<<<>>> There are still hopes that, at some point soon, House Ed and Labor Chair Bobby Scott (D-Va.) gets to a vote on the PRO Act, a", "logweight": "-12.728603177293875", "weight_incr": "-0.5981355905532837"}, {"contents": "<<<>>> There are still hopes that, at some point soon, House Ed and Labor Chair Bobby Scott (D-Va.) gets to a vote on the PRO Act, which", "logweight": "-12.265284888967612", "weight_incr": "-0.13481730222702026"}, {"contents": "<<<>>> There are still hopes that, at some point soon, House Ed and Labor Chair Bobby Scott (D-Va.) gets to a vote on the PRO Act, a", "logweight": "-12.728603177293875", "weight_incr": "-0.5981355905532837"}, {"contents": "<<<>>> There are still hopes that, at some point soon, House Ed and Labor Chair Bobby Scott (D-Va.) gets to a vote on a Biden-p Org Shop", "logweight": "-20.845410936102013", "weight_incr": "-0.6854643821716309"}, {"contents": "<<<>>> There are still hopes that, at some point soon, House Ed and Labor Chair Bobby Scott (D-Va.) will put his text of next year\u2019s Iraq War", "logweight": "-14.266872637495139", "weight_incr": "-1.453932285308838"}, {"contents": "<<<>>> There are still hopes that, at some point soon, House Ed and Labor Chair Bobby Scott (D-Va.) will put his text of next year\u2019s NFIP", "logweight": "-13.02144204877291", "weight_incr": "-0.290220707654953"}, {"contents": "<<<>>> There are still hopes that, at some point soon, House Ed and Labor Chair Bobby Scott (D-Va.) will put his text of next year\u2019s Raise the", "logweight": "-12.736213440596797", "weight_incr": "-0.0019603166729211807"}, {"contents": "<<<>>> There are still hopes that, at some point soon, House Ed and Labor Chair Bobby Scott (D-Va.) will put his text of next year\u2019s NIJA", "logweight": "-12.966022544130423", "weight_incr": "-0.21823197603225708"}, {"contents": "<<<>>> There are still hopes that, at some point soon, House Ed and Labor Chair Bobby Scott (D-Va.) will put his text of next year\u2019s Labor,", "logweight": "-13.385156460627654", "weight_incr": "-0.642616331577301"}, {"contents": "<<<>>> There are still hopes that, at some point soon, House Ed and Labor Chair Bobby Scott (D-Va.) will put his text of an EEO bill up", "logweight": "-12.099424027427771", "weight_incr": "-0.011776655912399292"}, {"contents": "<<<>>> There are still hopes that, at some point soon, House Ed and Labor Chair Bobby Scott (D-Va.) will put his text of an EEO- Cert", "logweight": "-19.362827353700737", "weight_incr": "-1.2160533666610718"}, {"contents": "<<<>>> There are still hopes that, at some point soon, House Ed and Labor Chair Bobby Scott (D-Va.) will put his text of an ESEA reath", "logweight": "-18.184945546611885", "weight_incr": "-0.47097206115722656"}, {"contents": "<<<>>> There are still hopes that, at some point soon, House Ed and Labor Chair Bobby Scott (D-Va.) will put his text of the Omic- b", "logweight": "-24.333932452425103", "weight_incr": "-0.3547664284706116"}, {"contents": "<<<>>> There are still hopes that, at some point soon, House Ed and Labor Chair Bobby Scott (D-Va.) will put Trump\u2019s NLRB pick Peter Rob", "logweight": "-12.015819823425003", "weight_incr": "-0.001038464717566967"}, {"contents": "<<<>>> There are still hopes that, at some point soon, House Ed and Labor Chair Bobby Scott (D-Va.) will put Trump\u2019s NLRB-p picks on", "logweight": "-17.398895763382058", "weight_incr": "-0.03198328614234924"}, {"contents": "<<<>>> The House is back today, but there isn\u2019t much more they\u2019re doing this month than than they\u2019ve been doing since mid March: hat-ing on the Biden Read", "logweight": "-15.79805588029299", "weight_incr": "-1.1874735355377197"}, {"contents": "<<<>>> The House is back today, but there isn\u2019t much more they\u2019re doing this month than than they\u2019ve been doing since mid March: hat-ing on Trump (the", "logweight": "-13.051724307760336", "weight_incr": "-0.7560718059539795"}, {"contents": "<<<>>> The House is back today, but there isn\u2019t much more they\u2019re doing this month than than they\u2019ve been doing since mid March: hat-ing on Trump while they", "logweight": "-13.191073529943564", "weight_incr": "-0.17841649055480957"}]}, {"step": 34, "mode": "smc_step", "particles": [{"contents": "<<<>>> There are still hopes that, at some point soon, House Ed and Labor Chair Bobby Scott (D-Va.) gets to hash out how to pass his long-s donc", "logweight": "-25.273007385954003", "weight_incr": "-0.5927612781524658"}, {"contents": "<<<>>> There are still hopes that, at some point soon, House Ed and Labor Chair Bobby Scott (D-Va.) gets to a vote on the PRO Act. Few see", "logweight": "-12.981477194055655", "weight_incr": "-0.04789137840270996"}, {"contents": "<<<>>> There are still hopes that, at some point soon, House Ed and Labor Chair Bobby Scott (D-Va.) gets to a vote on the PRO Act, a pro", "logweight": "-12.838271134122946", "weight_incr": "-0.10966795682907104"}, {"contents": "<<<>>> There are still hopes that, at some point soon, House Ed and Labor Chair Bobby Scott (D-Va.) gets to a vote on the PRO Act, which would", "logweight": "-12.774088971838095", "weight_incr": "-0.5088040828704834"}, {"contents": "<<<>>> There are still hopes that, at some point soon, House Ed and Labor Chair Bobby Scott (D-Va.) gets to a vote on the PRO Act, a top", "logweight": "-13.842015557512381", "weight_incr": "-1.1134123802185059"}, {"contents": "<<<>>> There are still hopes that, at some point soon, House Ed and Labor Chair Bobby Scott (D-Va.) gets to a vote on a Biden-p Org Shop bill", "logweight": "-20.97445034287844", "weight_incr": "-0.12903940677642822"}, {"contents": "<<<>>> There are still hopes that, at some point soon, House Ed and Labor Chair Bobby Scott (D-Va.) will put his text of next year\u2019s Iraq War/A", "logweight": "-22.259082072004418", "weight_incr": "-7.992209434509279"}, {"contents": "<<<>>> There are still hopes that, at some point soon, House Ed and Labor Chair Bobby Scott (D-Va.) will put his text of next year\u2019s NFIP bill", "logweight": "-13.113062851652243", "weight_incr": "-0.0916208028793335"}, {"contents": "<<<>>> There are still hopes that, at some point soon, House Ed and Labor Chair Bobby Scott (D-Va.) will put his text of next year\u2019s Raise the Wage", "logweight": "-12.740836155190804", "weight_incr": "-0.004622714594006538"}, {"contents": "<<<>>> There are still hopes that, at some point soon, House Ed and Labor Chair Bobby Scott (D-Va.) will put his text of next year\u2019s NIJA re", "logweight": "-17.251012377962212", "weight_incr": "-4.284989833831789"}, {"contents": "<<<>>> There are still hopes that, at some point soon, House Ed and Labor Chair Bobby Scott (D-Va.) will put his text of next year\u2019s Labor, H", "logweight": "-13.385331238442772", "weight_incr": "-0.00017477781511843204"}, {"contents": "<<<>>> There are still hopes that, at some point soon, House Ed and Labor Chair Bobby Scott (D-Va.) will put his text of an EEO bill up for", "logweight": "-12.266550668105223", "weight_incr": "-0.1671266406774521"}, {"contents": "<<<>>> There are still hopes that, at some point soon, House Ed and Labor Chair Bobby Scott (D-Va.) will put his text of an EEO- Cert.", "logweight": "-19.712522678598503", "weight_incr": "-0.3496953248977661"}, {"contents": "<<<>>> There are still hopes that, at some point soon, House Ed and Labor Chair Bobby Scott (D-Va.) will put his text of an ESEA reath,", "logweight": "-18.39854355953608", "weight_incr": "-0.21359801292419434"}, {"contents": "<<<>>> There are still hopes that, at some point soon, House Ed and Labor Chair Bobby Scott (D-Va.) will put his text of the Omic- biden", "logweight": "-25.275207572206597", "weight_incr": "-0.9412751197814941"}, {"contents": "<<<>>> There are still hopes that, at some point soon, House Ed and Labor Chair Bobby Scott (D-Va.) will put Trump\u2019s NLRB pick Peter Robb", "logweight": "-12.070148503463455", "weight_incr": "-0.05432868003845215"}, {"contents": "<<<>>> There are still hopes that, at some point soon, House Ed and Labor Chair Bobby Scott (D-Va.) will put Trump\u2019s NLRB-p picks on the", "logweight": "-17.846857689842324", "weight_incr": "-0.4479619264602661"}, {"contents": "<<<>>> The House is back today, but there isn\u2019t much more they\u2019re doing this month than than they\u2019ve been doing since mid March: hat-ing on the Biden Read More", "logweight": "-17.91742300294314", "weight_incr": "-2.1193671226501483"}, {"contents": "<<<>>> The House is back today, but there isn\u2019t much more they\u2019re doing this month than than they\u2019ve been doing since mid March: hat-ing on Trump (the bid", "logweight": "-13.239938609823325", "weight_incr": "-0.18821430206298828"}, {"contents": "<<<>>> The House is back today, but there isn\u2019t much more they\u2019re doing this month than than they\u2019ve been doing since mid March: hat-ing on Trump while they have", "logweight": "-13.26384659908686", "weight_incr": "-0.07277306914329529"}]}, {"mode": "resample", "step": 35, "ancestors": [2, 2, 2, 2, 2, 3, 4, 7, 7, 8, 8, 10, 10, 11, 11, 15, 15, 15, 18, 18], "particles": [{"contents": "<<<>>> There are still hopes that, at some point soon, House Ed and Labor Chair Bobby Scott (D-Va.) gets to a vote on the PRO Act, a pro-", "logweight": "-20.997014254362295", "weight_incr": "-8.158743120239349"}, {"contents": "<<<>>> There are still hopes that, at some point soon, House Ed and Labor Chair Bobby Scott (D-Va.) gets to a vote on the PRO Act, a pro-", "logweight": "-20.997014254362295", "weight_incr": "-8.158743120239349"}, {"contents": "<<<>>> There are still hopes that, at some point soon, House Ed and Labor Chair Bobby Scott (D-Va.) gets to a vote on the PRO Act, a pro-l", "logweight": "-25.306047171385", "weight_incr": "-12.467776037262054"}, {"contents": "<<<>>> There are still hopes that, at some point soon, House Ed and Labor Chair Bobby Scott (D-Va.) gets to a vote on the PRO Act, a pro-", "logweight": "-20.997014254362295", "weight_incr": "-8.158743120239349"}, {"contents": "<<<>>> There are still hopes that, at some point soon, House Ed and Labor Chair Bobby Scott (D-Va.) gets to a vote on the PRO Act, a pro-l", "logweight": "-25.306047171385", "weight_incr": "-12.467776037262054"}, {"contents": "<<<>>> There are still hopes that, at some point soon, House Ed and Labor Chair Bobby Scott (D-Va.) gets to a vote on the PRO Act, which would amend", "logweight": "-13.642704963714788", "weight_incr": "-0.8686159918766929"}, {"contents": "<<<>>> There are still hopes that, at some point soon, House Ed and Labor Chair Bobby Scott (D-Va.) gets to a vote on the PRO Act, a top item", "logweight": "-13.43763759735317", "weight_incr": "0.404377960159211"}, {"contents": "<<<>>> There are still hopes that, at some point soon, House Ed and Labor Chair Bobby Scott (D-Va.) will put his text of next year\u2019s NFIP bill back", "logweight": "-13.476172477037618", "weight_incr": "-0.36310962538537517"}, {"contents": "<<<>>> There are still hopes that, at some point soon, House Ed and Labor Chair Bobby Scott (D-Va.) will put his text of next year\u2019s NFIP bill out", "logweight": "-13.47140464189739", "weight_incr": "-0.3583417902451469"}, {"contents": "<<<>>> There are still hopes that, at some point soon, House Ed and Labor Chair Bobby Scott (D-Va.) will put his text of next year\u2019s Raise the Wage Act", "logweight": "-13.52116540077419", "weight_incr": "-0.7803292455833866"}, {"contents": "<<<>>> There are still hopes that, at some point soon, House Ed and Labor Chair Bobby Scott (D-Va.) will put his text of next year\u2019s Raise the Wage Act", "logweight": "-13.52116540077419", "weight_incr": "-0.7803292455833866"}, {"contents": "<<<>>> There are still hopes that, at some point soon, House Ed and Labor Chair Bobby Scott (D-Va.) will put his text of next year\u2019s Labor, HHS", "logweight": "-13.459132045538137", "weight_incr": "-0.07380080709536507"}, {"contents": "<<<>>> There are still hopes that, at some point soon, House Ed and Labor Chair Bobby Scott (D-Va.) will put his text of next year\u2019s Labor, HHS", "logweight": "-13.459132045538137", "weight_incr": "-0.07380080709536507"}, {"contents": "<<<>>> There are still hopes that, at some point soon, House Ed and Labor Chair Bobby Scott (D-Va.) will put his text of an EEO bill up for a", "logweight": "-13.935614734918783", "weight_incr": "-1.6690640668135597"}, {"contents": "<<<>>> There are still hopes that, at some point soon, House Ed and Labor Chair Bobby Scott (D-Va.) will put his 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"-13.74124792221279", "weight_incr": "-0.30361032485961914"}, {"contents": "<<<>>> There are still hopes that, at some point soon, House Ed and Labor Chair Bobby Scott (D-Va.) will put his text of next year\u2019s NFIP bill back into", "logweight": "-13.860345304043005", "weight_incr": "-0.38417282700538635"}, {"contents": "<<<>>> There are still hopes that, at some point soon, House Ed and Labor Chair Bobby Scott (D-Va.) will put his text of next year\u2019s NFIP bill out;", "logweight": "-13.631433814794729", "weight_incr": "-0.16002917289733887"}, {"contents": "<<<>>> There are still hopes that, at some point soon, House Ed and Labor Chair Bobby Scott (D-Va.) will put his text of next year\u2019s Raise the Wage Act on", "logweight": "-13.542847126753042", "weight_incr": "-0.02168172597885132"}, {"contents": "<<<>>> There are still hopes that, at some point soon, House Ed and Labor Chair Bobby Scott (D-Va.) will put his text of next year\u2019s Raise the Wage Act on", "logweight": "-13.542847126753042", "weight_incr": "-0.02168172597885132"}, {"contents": "<<<>>> There are still hopes that, at some point soon, House Ed and Labor Chair Bobby Scott (D-Va.) will put his text of next year\u2019s Labor, HHS,", "logweight": "-14.169173330099294", "weight_incr": "-0.7100412845611572"}, {"contents": "<<<>>> There are still hopes that, at some point soon, House Ed and Labor Chair Bobby Scott (D-Va.) will put his text of next year\u2019s Labor, HHS and", "logweight": "-15.684573024542043", "weight_incr": "-2.2254409790039062"}, {"contents": "<<<>>> There are still hopes that, at some point soon, House Ed and Labor Chair Bobby Scott (D-Va.) will put his text of an EEO bill up for a vote", "logweight": "-14.017242461473653", "weight_incr": "-0.0816277265548706"}, {"contents": "<<<>>> There are still hopes that, at some point soon, House Ed and Labor Chair Bobby Scott (D-Va.) will put his text of an EEO bill up for a vote", "logweight": "-14.017242461473653", "weight_incr": "-0.0816277265548706"}, {"contents": "<<<>>> There are still hopes that, at some point soon, House Ed and Labor Chair Bobby Scott (D-Va.) will put Trump\u2019s NLRB pick Peter Robb\u2019s ren", "logweight": "-21.490148276121328", "weight_incr": "-6.802134037017822"}, {"contents": "<<<>>> There are still hopes that, at some point soon, House Ed and Labor Chair Bobby Scott (D-Va.) will put Trump\u2019s NLRB pick Peter Robb, who", "logweight": "-13.671384602815817", "weight_incr": "-0.1751852035522461"}, {"contents": "<<<>>> There are still hopes that, at some point soon, House Ed and Labor Chair Bobby Scott (D-Va.) will put Trump\u2019s NLRB pick Peter Robb on the", "logweight": "-14.005750596553991", "weight_incr": "-0.5453606247901917"}, {"contents": "<<<>>> The House is back today, but there isn\u2019t much more they\u2019re doing this month than than they\u2019ve been doing since mid March: hat-ing on Trump (the bid for state", "logweight": "-17.048599809438894", "weight_incr": "-3.173383951187134"}, {"contents": "<<<>>> The House is back today, but there isn\u2019t much more they\u2019re doing this month than than they\u2019ve been doing since mid March: hat-ing on Trump (the bidet!),", "logweight": "-14.582327336103628", "weight_incr": "-0.8744361400604248"}]}, {"step": 37, "mode": "smc_step", "particles": [{"contents": "<<<>>> There are still hopes that, at some point soon, House Ed and Labor Chair Bobby Scott (D-Va.) gets to a vote on the PRO Act, a pro-\u00fa-b", "logweight": "-27.77658292654247", "weight_incr": "-3.653895854949951"}, {"contents": "<<<>>> There are still hopes that, at some point soon, House Ed and Labor Chair Bobby Scott (D-Va.) gets to a vote on the PRO Act, a pro- union bill", "logweight": "-21.499959528476904", "weight_incr": "-0.10914555191993713"}, {"contents": "<<<>>> There are still hopes that, at some point soon, House Ed and Labor Chair Bobby Scott (D-Va.) gets to a vote on the PRO Act, a pro-l abor", "logweight": "-25.656711371646235", "weight_incr": "-0.3492778539657593"}, {"contents": "<<<>>> There are still hopes that, at some point soon, House Ed and Labor Chair Bobby Scott (D-Va.) gets to a vote on the PRO Act, a pro- union bill", "logweight": "-21.499959528476904", "weight_incr": "-0.10914555191993713"}, {"contents": "<<<>>> There are still hopes that, at some point soon, House Ed and Labor Chair Bobby Scott (D-Va.) gets to a vote on the PRO Act, a pro-l abor", "logweight": "-25.656711371646235", "weight_incr": "-0.3492778539657593"}, {"contents": "<<<>>> There are still hopes that, at some point soon, House Ed and Labor Chair Bobby Scott (D-Va.) gets to a vote on the PRO Act, which would amend Labor Law", "logweight": "-13.797370672256658", "weight_incr": "-0.0781574547290802"}, {"contents": "<<<>>> There are still hopes that, at some point soon, House Ed and Labor Chair Bobby Scott (D-Va.) gets to a vote on the PRO Act, a top item on Dems", "logweight": "-18.174547940523336", "weight_incr": "-4.433300018310547"}, {"contents": "<<<>>> There are still hopes that, at some point soon, House Ed and Labor Chair Bobby Scott (D-Va.) will put his text of next year\u2019s NFIP bill back into play", "logweight": "-13.945990145237158", "weight_incr": "-0.08564484119415283"}, {"contents": "<<<>>> There are still hopes that, at some point soon, House Ed and Labor Chair Bobby Scott (D-Va.) will put his text of next year\u2019s NFIP bill out; staff", "logweight": "-13.839065283567617", "weight_incr": "-0.20763146877288818"}, {"contents": "<<<>>> There are still hopes that, at some point soon, House Ed and Labor Chair Bobby Scott (D-Va.) will put his text of next year\u2019s Raise the Wage Act on the", "logweight": "-13.659905403883169", "weight_incr": "-0.11705827713012695"}, {"contents": "<<<>>> There are still hopes that, at some point soon, House Ed and Labor Chair Bobby Scott (D-Va.) will put his text of next year\u2019s Raise the Wage Act on the", "logweight": "-13.659905403883169", "weight_incr": "-0.11705827713012695"}, {"contents": "<<<>>> There are still hopes that, at some point soon, House Ed and Labor Chair Bobby Scott (D-Va.) will put his text of next year\u2019s Labor, HHS, and", "logweight": "-16.649811357290456", "weight_incr": "-2.480638027191162"}, {"contents": "<<<>>> There are still hopes that, at some point soon, House Ed and Labor Chair Bobby Scott (D-Va.) will put his text of next year\u2019s Labor, HHS and E", "logweight": "-15.78602740171642", "weight_incr": "-0.10145437717437744"}, {"contents": "<<<>>> There are still hopes that, at some point soon, House Ed and Labor Chair Bobby Scott (D-Va.) will put his text of an EEO bill up for a vote as", "logweight": "-14.102240592271993", "weight_incr": "-0.08499813079833984"}, {"contents": "<<<>>> There are still hopes that, at some point soon, House Ed and Labor Chair Bobby Scott (D-Va.) will put his text of an EEO bill up for a vote.", "logweight": "-14.140317708284567", "weight_incr": "-0.12307524681091309"}, {"contents": "<<<>>> There are still hopes that, at some point soon, House Ed and Labor Chair Bobby Scott (D-Va.) will put Trump\u2019s NLRB pick Peter Robb\u2019s renom", "logweight": "-21.647431343824575", "weight_incr": "-0.15728306770324707"}, {"contents": "<<<>>> There are still hopes that, at some point soon, House Ed and Labor Chair Bobby Scott (D-Va.) will put Trump\u2019s NLRB pick Peter Robb, who is", "logweight": "-14.308993607790182", "weight_incr": "-0.6376090049743652"}, {"contents": "<<<>>> There are still hopes that, at some point soon, House Ed and Labor Chair Bobby Scott (D-Va.) will put Trump\u2019s NLRB pick Peter Robb on the floor", "logweight": "-14.058172524006078", "weight_incr": "-0.0524219274520874"}, {"contents": "<<<>>> The House is back today, but there isn\u2019t much more they\u2019re doing this month than than they\u2019ve been doing since mid March: hat-ing on Trump (the bid for state fair", "logweight": "-18.186587423116872", "weight_incr": "-1.1379876136779785"}, {"contents": "<<<>>> The House is back today, but there isn\u2019t much more they\u2019re doing this month than than they\u2019ve been doing since mid March: hat-ing on Trump (the bidet!), sand", "logweight": "-16.290673226148794", "weight_incr": "-1.708345890045166"}]}, {"mode": "resample", "step": 38, "ancestors": [5, 5, 5, 5, 5, 8, 8, 9, 10, 10, 10, 10, 10, 13, 13, 13, 14, 14, 16, 18], "particles": [{"contents": "<<<>>> There are still hopes that, at some point soon, House Ed and Labor Chair Bobby Scott (D-Va.) gets to a vote on the PRO Act, which would amend Labor Law to", "logweight": "-15.093296478639022", "weight_incr": "-1.295925806382364"}, {"contents": "<<<>>> There are still hopes that, at some point soon, House Ed and Labor Chair Bobby Scott (D-Va.) gets to a vote on the PRO Act, which would amend Labor Law and", "logweight": "-15.07920182789363", "weight_incr": "-1.2818311556369721"}, {"contents": "<<<>>> There are still hopes that, at some point soon, House Ed and Labor Chair Bobby Scott (D-Va.) gets to a vote on the PRO Act, which would amend Labor Law and", "logweight": "-15.07920182789363", "weight_incr": "-1.2818311556369721"}, {"contents": "<<<>>> There are still hopes that, at some point soon, House Ed and Labor Chair Bobby Scott (D-Va.) gets to a vote on the PRO Act, which would amend Labor Law to", "logweight": "-15.093296478639022", "weight_incr": "-1.295925806382364"}, {"contents": "<<<>>> There are still hopes that, at some point soon, House Ed and Labor Chair Bobby Scott (D-Va.) gets to a vote on the PRO Act, which would amend Labor Law to", "logweight": "-15.093296478639022", "weight_incr": "-1.295925806382364"}, {"contents": "<<<>>> There are still hopes that, at some point soon, House Ed and Labor Chair Bobby Scott (D-Va.) will put his text of next year\u2019s NFIP bill out; staff are", "logweight": "-15.44025159920253", "weight_incr": "-1.6011863156349122"}, {"contents": "<<<>>> There are still hopes that, at some point soon, House Ed and Labor Chair Bobby Scott (D-Va.) will put his text of next year\u2019s NFIP bill out; staff are", "logweight": "-15.44025159920253", "weight_incr": "-1.6011863156349122"}, {"contents": "<<<>>> There are still hopes that, at some point soon, House Ed and Labor Chair Bobby Scott (D-Va.) will put his text of next year\u2019s Raise the Wage Act on the floor", "logweight": "-14.765819559941665", "weight_incr": "-1.1059141560584962"}, {"contents": "<<<>>> There are still hopes that, at some point soon, House Ed and Labor Chair Bobby Scott (D-Va.) will put his text of next year\u2019s Raise the Wage Act on the floor", "logweight": "-14.765819559941665", "weight_incr": "-1.1059141560584962"}, {"contents": "<<<>>> There are still hopes that, at some point soon, House Ed and Labor Chair Bobby Scott (D-Va.) will put his text of next year\u2019s Raise the Wage Act on the floor", "logweight": "-14.765819559941665", "weight_incr": "-1.1059141560584962"}, {"contents": "<<<>>> There are still hopes that, at some point soon, House Ed and Labor Chair Bobby Scott (D-Va.) will put his text of next year\u2019s Raise the Wage Act on the floor", "logweight": "-14.765819559941665", "weight_incr": "-1.1059141560584962"}, {"contents": "<<<>>> There are still hopes that, at some point soon, House Ed and Labor Chair Bobby Scott (D-Va.) will put his text of next year\u2019s Raise the Wage Act on the floor", "logweight": "-14.765819559941665", "weight_incr": "-1.1059141560584962"}, {"contents": "<<<>>> There are still hopes that, at some point soon, House Ed and Labor Chair Bobby Scott (D-Va.) will put his text of next year\u2019s Raise the Wage Act on the House", "logweight": "-14.745939287493602", "weight_incr": "-1.0860338836104333"}, {"contents": "<<<>>> There are still hopes that, at some point soon, House Ed and Labor Chair Bobby Scott (D-Va.) will put his text of an EEO bill up for a vote as the", "logweight": "-15.400669108281509", "weight_incr": "-1.2984285160095155"}, {"contents": "<<<>>> There are still hopes that, at some point soon, House Ed and Labor Chair Bobby Scott (D-Va.) will put his text of an EEO bill up for a vote as a", "logweight": "-15.482065449605361", "weight_incr": "-1.379824857333368"}, {"contents": "<<<>>> There are still hopes that, at some point soon, House Ed and Labor Chair Bobby Scott (D-Va.) will put his text of an EEO bill up for a vote as he", "logweight": "-15.049213777432815", "weight_incr": "-0.9469731851608216"}, {"contents": "<<<>>> There are still hopes that, at some point soon, House Ed and Labor Chair Bobby Scott (D-Va.) will put his text of an EEO bill up for a vote. Rum", "logweight": "-15.88633359516658", "weight_incr": "-1.746015886882013"}, {"contents": "<<<>>> There are still hopes that, at some point soon, House Ed and Labor Chair Bobby Scott (D-Va.) will put his text of an EEO bill up for a vote. But", "logweight": "-14.82017386997737", "weight_incr": "-0.679856161692804"}, {"contents": "<<<>>> There are still hopes that, at some point soon, House Ed and Labor Chair Bobby Scott (D-Va.) will put Trump\u2019s NLRB pick Peter Robb, who is a", "logweight": "-15.302399049649612", "weight_incr": "-0.99340544185943"}, {"contents": "<<<>>> The House is back today, but there isn\u2019t much more they\u2019re doing this month than than they\u2019ve been doing since mid March: hat-ing on Trump (the bid for state fair,", "logweight": "-15.057933936963455", "weight_incr": "3.128653486153418"}]}, {"step": 39, "mode": "smc_step", "particles": [{"contents": "<<<>>> There are still hopes that, at some point soon, House Ed and Labor Chair Bobby Scott (D-Va.) gets to a vote on the PRO Act, which would amend Labor Law to make", "logweight": "-15.165885294924156", "weight_incr": "-0.07258881628513336"}, {"contents": "<<<>>> There are still hopes that, at some point soon, House Ed and Labor Chair Bobby Scott (D-Va.) gets to a vote on the PRO Act, which would amend Labor Law and make", "logweight": "-15.138608093510047", "weight_incr": "-0.05940626561641693"}, {"contents": "<<<>>> There are still hopes that, at some point soon, House Ed and Labor Chair Bobby Scott (D-Va.) gets to a vote on the PRO Act, which would amend Labor Law and ease", "logweight": "-15.343082974801437", "weight_incr": "-0.2638811469078064"}, {"contents": "<<<>>> There are still hopes that, at some point soon, House Ed and Labor Chair Bobby Scott (D-Va.) gets to a vote on the PRO Act, which would amend Labor Law to make", "logweight": "-15.165885294924156", "weight_incr": "-0.07258881628513336"}, {"contents": "<<<>>> There are still hopes that, at some point soon, House Ed and Labor Chair Bobby Scott (D-Va.) gets to a vote on the PRO Act, which would amend Labor Law to make", "logweight": "-15.165885294924156", "weight_incr": "-0.07258881628513336"}, {"contents": "<<<>>> There are still hopes that, at some point soon, House Ed and Labor Chair Bobby Scott (D-Va.) will put his text of next year\u2019s NFIP bill out; staff are in", "logweight": "-15.762225459466354", "weight_incr": "-0.32197386026382446"}, {"contents": "<<<>>> There are still hopes that, at some point soon, House Ed and Labor Chair Bobby Scott (D-Va.) will put his text of next year\u2019s NFIP bill out; staff are still", "logweight": "-16.873539458165542", "weight_incr": "-1.4332878589630127"}, {"contents": "<<<>>> There are still hopes that, at some point soon, House Ed and Labor Chair Bobby Scott (D-Va.) will put his text of next year\u2019s Raise the Wage Act on the floor,", "logweight": "-15.172716270337478", "weight_incr": "-0.406896710395813"}, {"contents": "<<<>>> There are still hopes that, at some point soon, House Ed and Labor Chair Bobby Scott (D-Va.) will put his text of next year\u2019s Raise the Wage Act on the floor.", "logweight": "-14.903480778584854", "weight_incr": "-0.13766121864318848"}, {"contents": "<<<>>> There are still hopes that, at some point soon, House Ed and Labor Chair Bobby Scott (D-Va.) will put his text of next year\u2019s Raise the Wage Act on the floor.", "logweight": "-14.903480778584854", "weight_incr": "-0.13766121864318848"}, {"contents": "<<<>>> There are still hopes that, at some point soon, House Ed and Labor Chair Bobby Scott (D-Va.) will put his text of next year\u2019s Raise the Wage Act on the floor that", "logweight": "-14.909530590424911", "weight_incr": "-0.14371103048324585"}, {"contents": "<<<>>> There are still hopes that, at some point soon, House Ed and Labor Chair Bobby Scott (D-Va.) will put his text of next year\u2019s Raise the Wage Act on the floor,", "logweight": "-15.172716270337478", "weight_incr": "-0.406896710395813"}, {"contents": "<<<>>> There are still hopes that, at some point soon, House Ed and Labor Chair Bobby Scott (D-Va.) will put his text of next year\u2019s Raise the Wage Act on the House floor", "logweight": "-14.82723471815385", "weight_incr": "-0.0812954306602478"}, {"contents": "<<<>>> There are still hopes that, at some point soon, House Ed and Labor Chair Bobby Scott (D-Va.) will put his text of an EEO bill up for a vote as the House", "logweight": "-16.016944418797866", "weight_incr": "-0.6162753105163574"}, {"contents": "<<<>>> There are still hopes that, at some point soon, House Ed and Labor Chair Bobby Scott (D-Va.) will put his text of an EEO bill up for a vote as a show", "logweight": "-15.49092202554144", "weight_incr": "-0.008856575936079025"}, {"contents": "<<<>>> There are still hopes that, at some point soon, House Ed and Labor Chair Bobby Scott (D-Va.) will put his text of an EEO bill up for a vote as he seeks", "logweight": "-15.121109123478309", "weight_incr": "-0.07189534604549408"}, {"contents": "<<<>>> There are still hopes that, at some point soon, House Ed and Labor Chair Bobby Scott (D-Va.) will put his text of an EEO bill up for a vote. Rumor", "logweight": "-15.910522173295394", "weight_incr": "-0.024188578128814697"}, {"contents": "<<<>>> There are still hopes that, at some point soon, House Ed and Labor Chair Bobby Scott (D-Va.) will put his text of an EEO bill up for a vote. But as", "logweight": "-15.02174151981868", "weight_incr": "-0.2015676498413086"}, {"contents": "<<<>>> There are still hopes that, at some point soon, House Ed and Labor Chair Bobby Scott (D-Va.) will put Trump\u2019s NLRB pick Peter Robb, who is a wild", "logweight": "-15.317892904529945", "weight_incr": "-0.015493854880332947"}, {"contents": "<<<>>> The House is back today, but there isn\u2019t much more they\u2019re doing this month than than they\u2019ve been doing since mid March: hat-ing on Trump (the bid for state fair, Nord", "logweight": "-17.914261947522537", "weight_incr": "-2.856328010559082"}]}, {"step": 40, "mode": "smc_step", "particles": [{"contents": "<<<>>> There are still hopes that, at some point soon, House Ed and Labor Chair Bobby Scott (D-Va.) gets to a vote on the PRO Act, which would amend Labor Law to make it", "logweight": "-17.72292789364852", "weight_incr": "-2.5570425987243652"}, {"contents": "<<<>>> There are still hopes that, at some point soon, House Ed and Labor Chair Bobby Scott (D-Va.) gets to a vote on the PRO Act, which would amend Labor Law and make it", "logweight": "-17.287067051182166", "weight_incr": "-2.148458957672119"}, {"contents": "<<<>>> There are still hopes that, at some point soon, House Ed and Labor Chair Bobby Scott (D-Va.) gets to a vote on the PRO Act, which would amend Labor Law and ease it", "logweight": "-15.387560079942123", "weight_incr": "-0.044477105140686035"}, {"contents": "<<<>>> There are still hopes that, at some point soon, House Ed and Labor Chair Bobby Scott (D-Va.) gets to a vote on the PRO Act, which would amend Labor Law to make it", "logweight": "-17.72292789364852", "weight_incr": "-2.5570425987243652"}, {"contents": "<<<>>> There are still hopes that, at some point soon, House Ed and Labor Chair Bobby Scott (D-Va.) gets to a vote on the PRO Act, which would amend Labor Law to make it", "logweight": "-17.72292789364852", "weight_incr": "-2.5570425987243652"}, {"contents": "<<<>>> There are still hopes that, at some point soon, House Ed and Labor Chair Bobby Scott (D-Va.) will put his text of next year\u2019s NFIP bill out; staff are in tor", "logweight": "-18.738994668374435", "weight_incr": "-2.976769208908081"}, {"contents": "<<<>>> There are still hopes that, at some point soon, House Ed and Labor Chair Bobby Scott (D-Va.) will put his text of next year\u2019s NFIP bill out; staff are still be", "logweight": "-16.939167159746066", "weight_incr": "-0.06562770158052444"}, {"contents": "<<<>>> There are still hopes that, at some point soon, House Ed and Labor Chair Bobby Scott (D-Va.) will put his text of next year\u2019s Raise the Wage Act on the floor, but", "logweight": "-15.331265459905044", "weight_incr": "-0.15854918956756592"}, {"contents": "<<<>>> There are still hopes that, at some point soon, House Ed and Labor Chair Bobby Scott (D-Va.) will put his text of next year\u2019s Raise the Wage Act on the floor. House", "logweight": "-16.433665524373428", "weight_incr": "-1.5301847457885742"}, {"contents": "<<<>>> There are still hopes that, at some point soon, House Ed and Labor Chair Bobby Scott (D-Va.) will put his text of next year\u2019s Raise the Wage Act on the floor. If", "logweight": "-14.935971985707656", "weight_incr": "-0.032491207122802734"}, {"contents": "<<<>>> There are still hopes that, at some point soon, House Ed and Labor Chair Bobby Scott (D-Va.) will put his text of next year\u2019s Raise the Wage Act on the floor that will", "logweight": "-15.336404155145065", "weight_incr": "-0.4268735647201538"}, {"contents": "<<<>>> There are still hopes that, at some point soon, House Ed and Labor Chair Bobby Scott (D-Va.) will put his text of next year\u2019s Raise the Wage Act on the floor, which", "logweight": "-15.227159212479965", "weight_incr": "-0.05444294214248657"}, {"contents": "<<<>>> There are still hopes that, at some point soon, House Ed and Labor Chair Bobby Scott (D-Va.) will put his text of next year\u2019s Raise the Wage Act on the House floor.", "logweight": "-14.95442673857011", "weight_incr": "-0.12719202041625977"}, {"contents": "<<<>>> There are still hopes that, at some point soon, House Ed and Labor Chair Bobby Scott (D-Va.) will put his text of an EEO bill up for a vote as the House wraps", "logweight": "-16.026976633022205", "weight_incr": "-0.010032214224338531"}, {"contents": "<<<>>> There are still hopes that, at some point soon, House Ed and Labor Chair Bobby Scott (D-Va.) will put his text of an EEO bill up for a vote as a show of", "logweight": "-16.087939909795896", "weight_incr": "-0.5970178842544556"}, {"contents": "<<<>>> There are still hopes that, at some point soon, House Ed and Labor Chair Bobby Scott (D-Va.) will put his text of an EEO bill up for a vote as he seeks a", "logweight": "-15.81940400148429", "weight_incr": "-0.6982948780059814"}, {"contents": "<<<>>> There are still hopes that, at some point soon, House Ed and Labor Chair Bobby Scott (D-Va.) will put his text of an EEO bill up for a vote. Rumor has", "logweight": "-15.91301223835595", "weight_incr": "-0.002490065060555935"}, {"contents": "<<<>>> There are still hopes that, at some point soon, House Ed and Labor Chair Bobby Scott (D-Va.) will put his text of an EEO bill up for a vote. But as of", "logweight": "-15.17721367920436", "weight_incr": "-0.15547215938568115"}, {"contents": "<<<>>> There are still hopes that, at some point soon, House Ed and Labor Chair Bobby Scott (D-Va.) will put Trump\u2019s NLRB pick Peter Robb, who is a wild card", "logweight": "-15.36807846571006", "weight_incr": "-0.050185561180114746"}, {"contents": "<<<>>> The House is back today, but there isn\u2019t much more they\u2019re doing this month than than they\u2019ve been doing since mid March: hat-ing on Trump (the bid for state fair, Nord-", "logweight": "-21.061185251126663", "weight_incr": "-3.146923303604126"}]}, {"step": 41, "mode": "smc_step", "particles": [{"contents": "<<<>>> There are still hopes that, at some point soon, House Ed and Labor Chair Bobby Scott (D-Va.) gets to a vote on the PRO Act, which would amend Labor Law to make it much", "logweight": "-20.25629838849105", "weight_incr": "-2.5333704948425293"}, {"contents": "<<<>>> There are still hopes that, at some point soon, House Ed and Labor Chair Bobby Scott (D-Va.) gets to a vote on the PRO Act, which would amend Labor Law and make it so", "logweight": "-17.374773035893813", "weight_incr": "-0.08770598471164703"}, {"contents": "<<<>>> There are still hopes that, at some point soon, House Ed and Labor Chair Bobby Scott (D-Va.) gets to a vote on the PRO Act, which would amend Labor Law and ease it for", "logweight": "-16.579108904252426", "weight_incr": "-1.1915488243103027"}, {"contents": "<<<>>> There are still hopes that, at some point soon, House Ed and Labor Chair Bobby Scott (D-Va.) gets to a vote on the PRO Act, which would amend Labor Law to make it a", "logweight": "-17.876256491194145", "weight_incr": "-0.15332859754562378"}, {"contents": "<<<>>> There are still hopes that, at some point soon, House Ed and Labor Chair Bobby Scott (D-Va.) gets to a vote on the PRO Act, which would amend Labor Law to make it legal", "logweight": "-17.732635016689674", "weight_incr": "-0.009707123041152954"}, {"contents": "<<<>>> There are still hopes that, at some point soon, House Ed and Labor Chair Bobby Scott (D-Va.) will put his text of next year\u2019s NFIP bill out; staff are in torqu", "logweight": "-26.205910752663986", "weight_incr": "-7.466916084289551"}, {"contents": "<<<>>> There are still hopes that, at some point soon, House Ed and Labor Chair Bobby Scott (D-Va.) will put his text of next year\u2019s NFIP bill out; staff are still beav", "logweight": "-27.086907523820773", "weight_incr": "-10.147740364074707"}, {"contents": "<<<>>> There are still hopes that, at some point soon, House Ed and Labor Chair Bobby Scott (D-Va.) will put his text of next year\u2019s Raise the Wage Act on the floor, but there", "logweight": "-15.357477973351852", "weight_incr": "-0.02621251344680786"}, {"contents": "<<<>>> There are still hopes that, at some point soon, House Ed and Labor Chair Bobby Scott (D-Va.) will put his text of next year\u2019s Raise the Wage Act on the floor. House GOP", "logweight": "-17.666987191090957", "weight_incr": "-1.2333216667175293"}, {"contents": "<<<>>> There are still hopes that, at some point soon, House Ed and Labor Chair Bobby Scott (D-Va.) will put his text of next year\u2019s Raise the Wage Act on the floor. If the", "logweight": "-15.561325083623306", "weight_incr": "-0.6253530979156494"}, {"contents": "<<<>>> There are still hopes that, at some point soon, House Ed and Labor Chair Bobby Scott (D-Va.) will put his text of next year\u2019s Raise the Wage Act on the floor that will match", "logweight": "-15.53934548343219", "weight_incr": "-0.20294132828712463"}, {"contents": "<<<>>> There are still hopes that, at some point soon, House Ed and Labor Chair Bobby Scott (D-Va.) will put his text of next year\u2019s Raise the Wage Act on the floor, which would", "logweight": "-15.538422773728744", "weight_incr": "-0.3112635612487793"}, {"contents": "<<<>>> There are still hopes that, at some point soon, House Ed and Labor Chair Bobby Scott (D-Va.) will put his text of next year\u2019s Raise the Wage Act on the House floor. With", "logweight": "-15.285615536520854", "weight_incr": "-0.33118879795074463"}, {"contents": "<<<>>> There are still hopes that, at some point soon, House Ed and Labor Chair Bobby Scott (D-Va.) will put his text of an EEO bill up for a vote as the House wraps up", "logweight": "-16.16440742010869", "weight_incr": "-0.13743078708648682"}, {"contents": "<<<>>> There are still hopes that, at some point soon, House Ed and Labor Chair Bobby Scott (D-Va.) will put his text of an EEO bill up for a vote as a show of bip", "logweight": "-24.82570522199072", "weight_incr": "-8.737765312194824"}, {"contents": "<<<>>> There are still hopes that, at some point soon, House Ed and Labor Chair Bobby Scott (D-Va.) will put his text of an EEO bill up for a vote as he seeks a grand", "logweight": "-18.34973036790885", "weight_incr": "-2.5303263664245605"}, {"contents": "<<<>>> There are still hopes that, at some point soon, House Ed and Labor Chair Bobby Scott (D-Va.) will put his text of an EEO bill up for a vote. 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House GOP Whip", "logweight": "-17.668845737489537", "weight_incr": "-0.0018585463985800743"}, {"contents": "<<<>>> There are still hopes that, at some point soon, House Ed and Labor Chair Bobby Scott (D-Va.) will put his text of next year\u2019s Raise the Wage Act on the floor. If the two", "logweight": "-16.381974230656997", "weight_incr": "-0.8206491470336914"}, {"contents": "<<<>>> There are still hopes that, at some point soon, House Ed and Labor Chair Bobby Scott (D-Va.) will put his text of next year\u2019s Raise the Wage Act on the floor that will match or", "logweight": "-16.78696511233844", "weight_incr": "-1.24761962890625"}, {"contents": "<<<>>> There are still hopes that, at some point soon, House Ed and Labor Chair Bobby Scott (D-Va.) will put his text of next year\u2019s Raise the Wage Act on the floor, which would raise", "logweight": "-15.551403858835474", "weight_incr": "-0.012981085106730461"}, {"contents": "<<<>>> There are still hopes that, at some point soon, House Ed and Labor Chair Bobby Scott (D-Va.) will put his text of next year\u2019s Raise the Wage Act on the House floor. With the", "logweight": "-16.14677247698106", "weight_incr": "-0.8611569404602051"}, {"contents": "<<<>>> There are still hopes that, at some point soon, House Ed and Labor Chair Bobby Scott (D-Va.) will put his text of an EEO bill up for a vote as the House wraps up its", "logweight": "-16.77418594355382", "weight_incr": "-0.6097785234451294"}, {"contents": "<<<>>> There are still hopes that, at some point soon, House Ed and Labor Chair Bobby Scott (D-Va.) will put his text of an EEO bill up for a vote as a show of bipar", "logweight": "-26.27972965608038", "weight_incr": "-1.4540244340896606"}, {"contents": "<<<>>> There are still hopes that, at some point soon, House Ed and Labor Chair Bobby Scott (D-Va.) will put his text of an EEO bill up for a vote as he seeks a grand deal", "logweight": "-18.429484899292365", "weight_incr": "-0.0797545313835144"}, {"contents": "<<<>>> There are still hopes that, at some point soon, House Ed and Labor Chair Bobby Scott (D-Va.) will put his text of an EEO bill up for a vote. Rumor has it that", "logweight": "-16.093099923940972", "weight_incr": "-0.14529681205749512"}, {"contents": "<<<>>> There are still hopes that, at some point soon, House Ed and Labor Chair Bobby Scott (D-Va.) will put his text of an EEO bill up for a vote. But as of now,", "logweight": "-15.300203855286018", "weight_incr": "-0.11036479473114014"}, {"contents": "<<<>>> There are still hopes that, at some point soon, House Ed and Labor Chair Bobby Scott (D-Va.) will put Trump\u2019s NLRB pick Peter Robb, who is a wild card in the", "logweight": "-16.038105900535957", "weight_incr": "-0.5283288955688477"}, {"contents": "<<<>>> The House is back today, but there isn\u2019t much more they\u2019re doing this month than than they\u2019ve been doing since mid March: hat-ing on Trump (the bid for state fair, Nord- the bid", "logweight": "-21.426784346948043", "weight_incr": "-0.0137290358543396"}]}, {"mode": "resample", "step": 43, "ancestors": [7, 7, 7, 7, 9, 9, 9, 10, 11, 11, 11, 11, 11, 11, 11, 12, 16, 16, 17, 17], "particles": [{"contents": "<<<>>> There are still hopes that, at some point soon, House Ed and Labor Chair Bobby Scott (D-Va.) will put his text of next year\u2019s Raise the Wage Act on the floor, but there\u2019s been", "logweight": "-16.937897744606335", "weight_incr": "-1.3715242071751987"}, {"contents": "<<<>>> There are still hopes that, at some point soon, House Ed and Labor Chair Bobby Scott (D-Va.) will put his text of next year\u2019s Raise the Wage Act on the floor, but there\u2019s also", "logweight": "-16.95772710723718", "weight_incr": "-1.3913535698060429"}, {"contents": "<<<>>> There are still hopes that, at some point soon, House Ed and Labor Chair Bobby Scott (D-Va.) will put his text of next year\u2019s Raise the Wage Act on the floor, but there\u2019s going", "logweight": "-16.708985005523164", "weight_incr": "-1.1426114680920278"}, {"contents": "<<<>>> There are still hopes that, at some point soon, House Ed and Labor Chair Bobby Scott (D-Va.) will put his text of next year\u2019s Raise the Wage Act on the floor, but there\u2019s at", "logweight": "-16.709435967746277", "weight_incr": "-1.1430624303151404"}, {"contents": "<<<>>> There are still hopes that, at some point soon, House Ed and Labor Chair Bobby Scott (D-Va.) will put his text of next year\u2019s Raise the Wage Act on the floor. If the two core", "logweight": "-17.74788537902673", "weight_incr": "-1.365911148369733"}, {"contents": "<<<>>> There are still hopes that, at some point soon, House Ed and Labor Chair Bobby Scott (D-Va.) will put his text of next year\u2019s Raise the Wage Act on the floor. If the two sides", "logweight": "-16.820073935221036", "weight_incr": "-0.43809970456403846"}, {"contents": "<<<>>> There are still hopes that, at some point soon, House Ed and Labor Chair Bobby Scott (D-Va.) will put his text of next year\u2019s Raise the Wage Act on the floor. 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With the clock", "logweight": "-19.03328553123315", "weight_incr": "-2.8865130542520916"}, {"contents": "<<<>>> There are still hopes that, at some point soon, House Ed and Labor Chair Bobby Scott (D-Va.) will put his text of an EEO bill up for a vote. Rumor has it that a", "logweight": "-17.42527500076135", "weight_incr": "-1.332175076820377"}, {"contents": "<<<>>> There are still hopes that, at some point soon, House Ed and Labor Chair Bobby Scott (D-Va.) will put his text of an EEO bill up for a vote. Rumor has it that it", "logweight": "-16.73888662738641", "weight_incr": "-0.6457867034454381"}, {"contents": "<<<>>> There are still hopes that, at some point soon, House Ed and Labor Chair Bobby Scott (D-Va.) will put his text of an EEO bill up for a vote. But as of now, all", "logweight": "-16.887373003195126", "weight_incr": "-1.5871691479091083"}, {"contents": "<<<>>> There are still hopes that, at some point soon, House Ed and Labor Chair Bobby Scott (D-Va.) will put his text of an EEO bill up for a vote. But as of now, that", "logweight": "-16.85737720413049", "weight_incr": "-1.5571733488444721"}]}, {"step": 44, "mode": "smc_step", "particles": [{"contents": "<<<>>> There are still hopes that, at some point soon, House Ed and Labor Chair Bobby Scott (D-Va.) will put his text of next year\u2019s Raise the Wage Act on the floor, but there\u2019s been qu", "logweight": "-17.073968919943173", "weight_incr": "-0.13607117533683777"}, {"contents": "<<<>>> There are still hopes that, at some point soon, House Ed and Labor Chair Bobby Scott (D-Va.) will put his text of next year\u2019s Raise the Wage Act on the floor, but there\u2019s also a", "logweight": "-17.84602240009149", "weight_incr": "-0.8882952928543091"}, {"contents": "<<<>>> There are still hopes that, at some point soon, House Ed and Labor Chair Bobby Scott (D-Va.) will put his text of next year\u2019s Raise the Wage Act on the floor, but there\u2019s going to", "logweight": "-16.711210464145143", "weight_incr": "-0.0022254586219787598"}, {"contents": "<<<>>> There are still hopes that, at some point soon, House Ed and Labor Chair Bobby Scott (D-Va.) will put his text of next year\u2019s Raise the Wage Act on the floor, but there\u2019s at least", "logweight": "-16.73525026256134", "weight_incr": "-0.025814294815063477"}, {"contents": "<<<>>> There are still hopes that, at some point soon, House Ed and Labor Chair Bobby Scott (D-Va.) will put his text of next year\u2019s Raise the Wage Act on the floor. If the two core House", "logweight": "-18.947082075308163", "weight_incr": "-1.199196696281433"}, {"contents": "<<<>>> There are still hopes that, at some point soon, House Ed and Labor Chair Bobby Scott (D-Va.) will put his text of next year\u2019s Raise the Wage Act on the floor. If the two sides don", "logweight": "-16.820442977844824", "weight_incr": "-0.00036904262378811836"}, {"contents": "<<<>>> There are still hopes that, at some point soon, House Ed and Labor Chair Bobby Scott (D-Va.) will put his text of next year\u2019s Raise the Wage Act on the floor. If the two-year non", "logweight": "-18.121764334867795", "weight_incr": "-0.6307666301727295"}, {"contents": "<<<>>> There are still hopes that, at some point soon, House Ed and Labor Chair Bobby Scott (D-Va.) will put his text of next year\u2019s Raise the Wage Act on the floor that will match or may even", "logweight": "-18.181100758741696", "weight_incr": "-1.1777980327606201"}, {"contents": "<<<>>> There are still hopes that, at some point soon, House Ed and Labor Chair Bobby Scott (D-Va.) will put his text of next year\u2019s Raise the Wage Act on the floor, which would raise the $", "logweight": "-24.357583674619992", "weight_incr": "-4.5347394943237305"}, {"contents": "<<<>>> There are still hopes that, at some point soon, House Ed and Labor Chair Bobby Scott (D-Va.) will put his text of next year\u2019s Raise the Wage Act on the floor, which would raise the base", "logweight": "-20.709548207949002", "weight_incr": "-0.8867040276527405"}, {"contents": "<<<>>> There are still hopes that, at some point soon, House Ed and Labor Chair Bobby Scott (D-Va.) will put his text of next year\u2019s Raise the Wage Act on the floor, which would raise the $", "logweight": "-24.357583674619992", "weight_incr": "-4.5347394943237305"}, {"contents": "<<<>>> There are still hopes that, at some point soon, House Ed and Labor Chair Bobby Scott (D-Va.) will put his text of next year\u2019s Raise the Wage Act on the floor, which would raise the $", "logweight": "-24.357583674619992", "weight_incr": "-4.5347394943237305"}, {"contents": "<<<>>> There are still hopes that, at some point soon, House Ed and Labor Chair Bobby Scott (D-Va.) will put his text of next year\u2019s Raise the Wage Act on the floor, which would raise the $", "logweight": "-24.357583674619992", "weight_incr": "-4.5347394943237305"}, {"contents": "<<<>>> There are still hopes that, at some point soon, House Ed and Labor Chair Bobby Scott (D-Va.) will put his text of next year\u2019s Raise the Wage Act on the floor, which would raise the $", "logweight": "-24.357583674619992", "weight_incr": "-4.5347394943237305"}, {"contents": "<<<>>> There are still hopes that, at some point soon, House Ed and Labor Chair Bobby Scott (D-Va.) will put his text of next year\u2019s Raise the Wage Act on the floor, which would raise the base", "logweight": "-20.709548207949002", "weight_incr": "-0.8867040276527405"}, {"contents": "<<<>>> There are still hopes that, at some point soon, House Ed and Labor Chair Bobby Scott (D-Va.) will put his text of next year\u2019s Raise the Wage Act on the House floor. With the clock now", "logweight": "-21.514230164717038", "weight_incr": "-2.4809446334838867"}, {"contents": "<<<>>> There are still hopes that, at some point soon, House Ed and Labor Chair Bobby Scott (D-Va.) will put his text of an EEO bill up for a vote. Rumor has it that a water", "logweight": "-19.93191734237512", "weight_incr": "-2.5066423416137695"}, {"contents": "<<<>>> There are still hopes that, at some point soon, House Ed and Labor Chair Bobby Scott (D-Va.) will put his text of an EEO bill up for a vote. Rumor has it that it would", "logweight": "-17.145840677450497", "weight_incr": "-0.4069540500640869"}, {"contents": "<<<>>> There are still hopes that, at some point soon, House Ed and Labor Chair Bobby Scott (D-Va.) will put his text of an EEO bill up for a vote. But as of now, all eyes", "logweight": "-16.971696640382607", "weight_incr": "-0.08432363718748093"}, {"contents": "<<<>>> There are still hopes that, at some point soon, House Ed and Labor Chair Bobby Scott (D-Va.) will put his text of an EEO bill up for a vote. But as of now, that still", "logweight": "-16.954925569723446", "weight_incr": "-0.09754836559295654"}]}, {"mode": "resample", "step": 45, "ancestors": [0, 0, 1, 1, 2, 2, 2, 2, 3, 3, 3, 5, 5, 7, 17, 18, 18, 19, 19, 19], "particles": [{"contents": "<<<>>> There are still hopes that, at some point soon, House Ed and Labor Chair Bobby Scott (D-Va.) will put his text of next year\u2019s Raise the Wage Act on the floor, but there\u2019s been quizz", "logweight": "-26.56932867971974", "weight_incr": "-9.495359759776566"}, {"contents": "<<<>>> There are still hopes that, at some point soon, House Ed and Labor Chair Bobby Scott (D-Va.) will put his text of next year\u2019s Raise the Wage Act on the floor, but there\u2019s been quib", "logweight": "-27.117991819063", "weight_incr": "-10.044022899119827"}, {"contents": "<<<>>> There are still hopes that, at some point soon, House Ed and Labor Chair Bobby Scott (D-Va.) will put his text of next year\u2019s Raise the Wage Act on the floor, but there\u2019s also a lot", "logweight": "-17.826278313079648", "weight_incr": "0.019744087011840605"}, {"contents": "<<<>>> There are still hopes that, at some point soon, House Ed and Labor Chair Bobby Scott (D-Va.) will put his text of next year\u2019s Raise the Wage Act on the floor, but there\u2019s also a very", "logweight": "-17.928477450290494", "weight_incr": "-0.08245505019900534"}, {"contents": "<<<>>> There are still hopes that, at some point soon, House Ed and Labor Chair Bobby Scott (D-Va.) will put his text of next year\u2019s Raise the Wage Act on the floor, but there\u2019s going to be", "logweight": "-17.940774573961072", "weight_incr": "-1.2295641098159287"}, {"contents": "<<<>>> There are still hopes that, at some point soon, House Ed and Labor Chair Bobby Scott (D-Va.) will put his text of next year\u2019s Raise the Wage Act on the floor, but there\u2019s going to be", "logweight": "-17.940774573961072", "weight_incr": "-1.2295641098159287"}, {"contents": "<<<>>> There are still hopes that, at some point soon, House Ed and Labor Chair Bobby Scott (D-Va.) will put his text of next year\u2019s Raise the Wage Act on the floor, but there\u2019s going to have", "logweight": "-17.796440882624857", "weight_incr": "-1.0852304184797141"}, {"contents": "<<<>>> There are still hopes that, at some point soon, House Ed and Labor Chair Bobby Scott (D-Va.) will put his text of next year\u2019s Raise the Wage Act on the floor, but there\u2019s going to be", "logweight": "-17.940774573961072", "weight_incr": "-1.2295641098159287"}, {"contents": "<<<>>> There are still hopes that, at some point soon, House Ed and Labor Chair Bobby Scott (D-Va.) will put his text of next year\u2019s Raise the Wage Act on the floor, but there\u2019s at least some", "logweight": "-19.14501453844624", "weight_incr": "-2.4097642758849"}, {"contents": "<<<>>> There are still hopes that, at some point soon, House Ed and Labor Chair Bobby Scott (D-Va.) will put his text of next year\u2019s Raise the Wage Act on the floor, but there\u2019s at least as", "logweight": "-17.822566582837872", "weight_incr": "-1.087316320276532"}, {"contents": "<<<>>> There are still hopes that, at some point soon, House Ed and Labor Chair Bobby Scott (D-Va.) will put his text of next year\u2019s Raise the Wage Act on the floor, but there\u2019s at least a", "logweight": "-18.79297174421864", "weight_incr": "-2.0577214816572997"}, {"contents": "<<<>>> There are still hopes that, at some point soon, House Ed and Labor Chair Bobby Scott (D-Va.) will put his text of next year\u2019s Raise the Wage Act on the floor. If the two sides don\u2019t", "logweight": "-17.980820908227734", "weight_incr": "-1.1603779303829107"}, {"contents": "<<<>>> There are still hopes that, at some point soon, House Ed and Labor Chair Bobby Scott (D-Va.) will put his text of next year\u2019s Raise the Wage Act on the floor. If the two sides don\u2019t", "logweight": "-17.980820908227734", "weight_incr": "-1.1603779303829107"}, {"contents": "<<<>>> There are still hopes that, at some point soon, House Ed and Labor Chair Bobby Scott (D-Va.) will put his text of next year\u2019s Raise the Wage Act on the floor that will match or may even now", "logweight": "-19.30544175116139", "weight_incr": "-1.1243409924196932"}, {"contents": "<<<>>> There are still hopes that, at some point soon, House Ed and Labor Chair Bobby Scott (D-Va.) will put his text of an EEO bill up for a vote. Rumor has it that it would be", "logweight": "-18.296176983991437", "weight_incr": "-1.1503363065409395"}, {"contents": "<<<>>> There are still hopes that, at some point soon, House Ed and Labor Chair Bobby Scott (D-Va.) will put his text of an EEO bill up for a vote. But as of now, all eyes are", "logweight": "-17.840512107142978", "weight_incr": "-0.8688154667603705"}, {"contents": "<<<>>> There are still hopes that, at some point soon, House Ed and Labor Chair Bobby Scott (D-Va.) will put his text of an EEO bill up for a vote. But as of now, all eyes are", "logweight": "-17.840512107142978", "weight_incr": "-0.8688154667603705"}, {"contents": "<<<>>> There are still hopes that, at some point soon, House Ed and Labor Chair Bobby Scott (D-Va.) will put his text of an EEO bill up for a vote. But as of now, that still hasn", "logweight": "-17.79652488512712", "weight_incr": "-0.8415993154036734"}, {"contents": "<<<>>> There are still hopes that, at some point soon, House Ed and Labor Chair Bobby Scott (D-Va.) will put his text of an EEO bill up for a vote. But as of now, that still doesn", "logweight": "-17.79674714432823", "weight_incr": "-0.8418215746047828"}, {"contents": "<<<>>> There are still hopes that, at some point soon, House Ed and Labor Chair Bobby Scott (D-Va.) will put his text of an EEO bill up for a vote. But as of now, that still hasn", "logweight": "-17.79652488512712", "weight_incr": "-0.8415993154036734"}]}, {"step": 46, "mode": "smc_step", "particles": [{"contents": "<<<>>> There are still hopes that, at some point soon, House Ed and Labor Chair Bobby Scott (D-Va.) will put his text of next year\u2019s Raise the Wage Act on the floor, but there\u2019s been quizz-", "logweight": "-28.857521428743176", "weight_incr": "-2.2881927490234375"}, {"contents": "<<<>>> There are still hopes that, at some point soon, House Ed and Labor Chair Bobby Scott (D-Va.) will put his text of next year\u2019s Raise the Wage Act on the floor, but there\u2019s been quibb", "logweight": "-32.3004287621172", "weight_incr": "-5.182436943054199"}, {"contents": "<<<>>> There are still hopes that, at some point soon, House Ed and Labor Chair Bobby Scott (D-Va.) will put his text of next year\u2019s Raise the Wage Act on the floor, but there\u2019s also a lot of", "logweight": "-18.71850548593121", "weight_incr": "-0.8922271728515625"}, {"contents": "<<<>>> There are still hopes that, at some point soon, House Ed and Labor Chair Bobby Scott (D-Va.) will put his text of next year\u2019s Raise the Wage Act on the floor, but there\u2019s also a very good", "logweight": "-22.069321795383267", "weight_incr": "-4.140844345092773"}, {"contents": "<<<>>> There are still hopes that, at some point soon, House Ed and Labor Chair Bobby Scott (D-Va.) will put his text of next year\u2019s Raise the Wage Act on the floor, but there\u2019s going to be big", "logweight": "-18.754544093290143", "weight_incr": "-0.813769519329071"}, {"contents": "<<<>>> There are still hopes that, at some point soon, House Ed and Labor Chair Bobby Scott (D-Va.) will put his text of next year\u2019s Raise the Wage Act on the floor, but there\u2019s going to be some", "logweight": "-18.590327872911267", "weight_incr": "-0.6495532989501953"}, {"contents": "<<<>>> There are still hopes that, at some point soon, House Ed and Labor Chair Bobby Scott (D-Va.) will put his text of next year\u2019s Raise the Wage Act on the floor, but there\u2019s going to have to", "logweight": "-17.797467552142017", "weight_incr": "-0.001026669517159462"}, {"contents": "<<<>>> There are still hopes that, at some point soon, House Ed and Labor Chair Bobby Scott (D-Va.) will put his text of next year\u2019s Raise the Wage Act on the floor, but there\u2019s going to be a", "logweight": "-18.193464889207654", "weight_incr": "-0.25269031524658203"}, {"contents": "<<<>>> There are still hopes that, at some point soon, House Ed and Labor Chair Bobby Scott (D-Va.) will put his text of next year\u2019s Raise the Wage Act on the floor, but there\u2019s at least some in", "logweight": "-19.210978134551816", "weight_incr": "-0.06596359610557556"}, {"contents": "<<<>>> There are still hopes that, at some point soon, House Ed and Labor Chair Bobby Scott (D-Va.) will put his text of next year\u2019s Raise the Wage Act on the floor, but there\u2019s at least as much", "logweight": "-18.909891440549664", "weight_incr": "-1.087324857711792"}, {"contents": "<<<>>> There are still hopes that, at some point soon, House Ed and Labor Chair Bobby Scott (D-Va.) will put his text of next year\u2019s Raise the Wage Act on the floor, but there\u2019s at least a bit", "logweight": "-18.794640271941", "weight_incr": "-0.0016685277223587036"}, {"contents": "<<<>>> There are still hopes that, at some point soon, House Ed and Labor Chair Bobby Scott (D-Va.) will put his text of next year\u2019s Raise the Wage Act on the floor. If the two sides don\u2019t get", "logweight": "-18.24581666199284", "weight_incr": "-0.2649957537651062"}, {"contents": "<<<>>> There are still hopes that, at some point soon, House Ed and Labor Chair Bobby Scott (D-Va.) will put his text of next year\u2019s Raise the Wage Act on the floor. If the two sides don\u2019t reach", "logweight": "-18.072349592128568", "weight_incr": "-0.09152868390083313"}, {"contents": "<<<>>> There are still hopes that, at some point soon, House Ed and Labor Chair Bobby Scott (D-Va.) will put his text of next year\u2019s Raise the Wage Act on the floor that will match or may even now go", "logweight": "-21.124462260881238", "weight_incr": "-1.8190205097198486"}, {"contents": "<<<>>> There are still hopes that, at some point soon, House Ed and Labor Chair Bobby Scott (D-Va.) will put his text of an EEO bill up for a vote. Rumor has it that it would be for", "logweight": "-18.578968479314618", "weight_incr": "-0.28279149532318115"}, {"contents": "<<<>>> There are still hopes that, at some point soon, House Ed and Labor Chair Bobby Scott (D-Va.) will put his text of an EEO bill up for a vote. But as of now, all eyes are on", "logweight": "-18.04540492130237", "weight_incr": "-0.2048928141593933"}, {"contents": "<<<>>> There are still hopes that, at some point soon, House Ed and Labor Chair Bobby Scott (D-Va.) will put his text of an EEO bill up for a vote. But as of now, all eyes are on", "logweight": "-18.04540492130237", "weight_incr": "-0.2048928141593933"}, {"contents": "<<<>>> There are still hopes that, at some point soon, House Ed and Labor Chair Bobby Scott (D-Va.) will put his text of an EEO bill up for a vote. But as of now, that still hasn\u2019t", "logweight": "-21.69265067858415", "weight_incr": "-3.8961257934570312"}, {"contents": "<<<>>> There are still hopes that, at some point soon, House Ed and Labor Chair Bobby Scott (D-Va.) will put his text of an EEO bill up for a vote. But as of now, that still doesn\u2019t", "logweight": "-18.07403272019493", "weight_incr": "-0.2772855758666992"}, {"contents": "<<<>>> There are still hopes that, at some point soon, House Ed and Labor Chair Bobby Scott (D-Va.) will put his text of an EEO bill up for a vote. 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If the two sides don\u2019t get any", "logweight": "-20.780160381475262", "weight_incr": "-2.534343719482422"}, {"contents": "<<<>>> There are still hopes that, at some point soon, House Ed and Labor Chair Bobby Scott (D-Va.) will put his text of next year\u2019s Raise the Wage Act on the floor. If the two sides don\u2019t reach a", "logweight": "-18.291573627868466", "weight_incr": "-0.21922403573989868"}, {"contents": "<<<>>> There are still hopes that, at some point soon, House Ed and Labor Chair Bobby Scott (D-Va.) will put his text of next year\u2019s Raise the Wage Act on the floor that will match or may even now go past", "logweight": "-21.271194591203503", "weight_incr": "-0.14673233032226562"}, {"contents": "<<<>>> There are still hopes that, at some point soon, House Ed and Labor Chair Bobby Scott (D-Va.) will put his text of an EEO bill up for a vote. Rumor has it that it would be for an", "logweight": "-19.36238904205876", "weight_incr": "-0.7834205627441406"}, {"contents": "<<<>>> There are still hopes that, at some point soon, House Ed and Labor Chair Bobby Scott (D-Va.) will put his text of an EEO bill up for a vote. But as of now, all eyes are on the", "logweight": "-19.10151542259174", "weight_incr": "-1.0561105012893677"}, {"contents": "<<<>>> There are still hopes that, at some point soon, House Ed and Labor Chair Bobby Scott (D-Va.) will put his text of an EEO bill up for a vote. But as of now, all eyes are on Scott", "logweight": "-18.08773271275478", "weight_incr": "-0.04232779145240784"}, {"contents": "<<<>>> There are still hopes that, at some point soon, House Ed and Labor Chair Bobby Scott (D-Va.) will put his text of an EEO bill up for a vote. But as of now, that still hasn\u2019t come", "logweight": "-21.817164662310653", "weight_incr": "-0.12451398372650146"}, {"contents": "<<<>>> There are still hopes that, at some point soon, House Ed and Labor Chair Bobby Scott (D-Va.) will put his text of an EEO bill up for a vote. But as of now, that still doesn\u2019t look", "logweight": "-18.86096512900459", "weight_incr": "-0.7869324088096619"}, {"contents": "<<<>>> There are still hopes that, at some point soon, House Ed and Labor Chair Bobby Scott (D-Va.) will put his text of an EEO bill up for a vote. But as of now, that still hasn\u2019t come", "logweight": "-21.817164662310653", "weight_incr": "-0.12451398372650146"}]}, {"mode": "resample", "step": 48, "ancestors": [2, 5, 5, 6, 6, 6, 6, 6, 6, 7, 7, 7, 8, 12, 14, 16, 16, 16, 18, 18], "particles": [{"contents": "<<<>>> There are still hopes that, at some point soon, House Ed and Labor Chair Bobby Scott (D-Va.) will put his text of next year\u2019s Raise the Wage Act on the floor, but there\u2019s also a lot of talk going", "logweight": "-19.734269157645205", "weight_incr": "-0.9536118224441275"}, {"contents": "<<<>>> There are still hopes that, at some point soon, House Ed and Labor Chair Bobby Scott (D-Va.) will put his text of next year\u2019s Raise the Wage Act on the floor, but there\u2019s going to be some shiny new", "logweight": "-20.099163070914248", "weight_incr": "-0.6702185884296163"}, {"contents": "<<<>>> There are still hopes that, at some point soon, House Ed and Labor Chair Bobby Scott (D-Va.) will put his text of next year\u2019s Raise the Wage Act on the floor, but there\u2019s going to be some shiny sh", "logweight": "-19.801102176901797", "weight_incr": "-0.3721576944171652"}, {"contents": "<<<>>> There are still hopes that, at some point soon, House Ed and Labor Chair Bobby Scott (D-Va.) will put his text of next year\u2019s Raise the Wage Act on the floor, but there\u2019s going to have to be a", "logweight": "-19.621383801695803", "weight_incr": "-1.7246855428620442"}, {"contents": "<<<>>> There are still hopes that, at some point soon, House Ed and Labor Chair Bobby Scott (D-Va.) will put his text of next year\u2019s Raise the Wage Act on the floor, but there\u2019s going to have to be more", "logweight": "-19.971888498064974", "weight_incr": "-2.0751902392312154"}, {"contents": "<<<>>> There are still hopes that, at some point soon, House Ed and Labor Chair Bobby Scott (D-Va.) will put his text of next year\u2019s Raise the Wage Act on the floor, but there\u2019s going to have to be some", "logweight": "-19.9544133102865", "weight_incr": "-2.0577150514527425"}, {"contents": "<<<>>> There are still hopes that, at some point soon, House Ed and Labor Chair Bobby Scott (D-Va.) will put his text of next year\u2019s Raise the Wage Act on the floor, but there\u2019s going to have to be a", "logweight": "-19.621383801695803", "weight_incr": "-1.7246855428620442"}, {"contents": "<<<>>> There are still hopes that, at some point soon, House Ed and Labor Chair Bobby Scott (D-Va.) will put his text of next year\u2019s Raise the Wage Act on the floor, but there\u2019s going to have to be some", "logweight": "-19.9544133102865", "weight_incr": "-2.0577150514527425"}, {"contents": "<<<>>> There are still hopes that, at some point soon, House Ed and Labor Chair Bobby Scott (D-Va.) will put his text of next year\u2019s Raise the Wage Act on the floor, but there\u2019s going to have to be some", "logweight": "-19.9544133102865", "weight_incr": "-2.0577150514527425"}, {"contents": "<<<>>> There are still hopes that, at some point soon, House Ed and Labor Chair Bobby Scott (D-Va.) will put his text of next year\u2019s Raise the Wage Act on the floor, but there\u2019s going to be a lot of", "logweight": "-20.01846899151514", "weight_incr": "-1.793294729310201"}, {"contents": "<<<>>> There are still hopes that, at some point soon, House Ed and Labor Chair Bobby Scott (D-Va.) will put his text of next year\u2019s Raise the Wage Act on the floor, but there\u2019s going to be a lot of", "logweight": "-20.01846899151514", "weight_incr": "-1.793294729310201"}, {"contents": "<<<>>> There are still hopes that, at some point soon, House Ed and Labor Chair Bobby Scott (D-Va.) will put his text of next year\u2019s Raise the Wage Act on the floor, but there\u2019s going to be a lot of", "logweight": "-20.01846899151514", "weight_incr": "-1.793294729310201"}, {"contents": "<<<>>> There are still hopes that, at some point soon, House Ed and Labor Chair Bobby Scott (D-Va.) will put his text of next year\u2019s Raise the Wage Act on the floor, but there\u2019s at least some in the GOP", "logweight": "-19.568954721686342", "weight_incr": "0.3883939668358103"}, {"contents": "<<<>>> There are still hopes that, at some point soon, House Ed and Labor Chair Bobby Scott (D-Va.) will put his text of next year\u2019s Raise the Wage Act on the floor. If the two sides don\u2019t reach a deal", "logweight": "-19.27754564642618", "weight_incr": "-0.9859720185577139"}, {"contents": "<<<>>> There are still hopes that, at some point soon, House Ed and Labor Chair Bobby Scott (D-Va.) will put his text of an EEO bill up for a vote. Rumor has it that it would be for an up", "logweight": "-19.160969183442095", "weight_incr": "0.20141985861666356"}, {"contents": "<<<>>> There are still hopes that, at some point soon, House Ed and Labor Chair Bobby Scott (D-Va.) will put his text of an EEO bill up for a vote. But as of now, all eyes are on Scott,", "logweight": "-19.32829631924341", "weight_incr": "-1.2405636064886316"}, {"contents": "<<<>>> There are still hopes that, at some point soon, House Ed and Labor Chair Bobby Scott (D-Va.) will put his text of an EEO bill up for a vote. But as of now, all eyes are on Scott\u2019s", "logweight": "-20.10339774250696", "weight_incr": "-2.0156650297521814"}, {"contents": "<<<>>> There are still hopes that, at some point soon, House Ed and Labor Chair Bobby Scott (D-Va.) will put his text of an EEO bill up for a vote. But as of now, all eyes are on Scott\u2019s", "logweight": "-20.10339774250696", "weight_incr": "-2.0156650297521814"}, {"contents": "<<<>>> There are still hopes that, at some point soon, House Ed and Labor Chair Bobby Scott (D-Va.) will put his text of an EEO bill up for a vote. But as of now, that still doesn\u2019t look all", "logweight": "-19.16144805833409", "weight_incr": "-0.30048292932950105"}, {"contents": "<<<>>> There are still hopes that, at some point soon, House Ed and Labor Chair Bobby Scott (D-Va.) will put his text of an EEO bill up for a vote. 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If the two sides don\u2019t reach a deal on", "logweight": "-19.546108857390383", "weight_incr": "-0.2685632109642029"}, {"contents": "<<<>>> There are still hopes that, at some point soon, House Ed and Labor Chair Bobby Scott (D-Va.) will put his text of an EEO bill up for a vote. Rumor has it that it would be for an up-down", "logweight": "-19.274373219010332", "weight_incr": "-0.1134040355682373"}, {"contents": "<<<>>> There are still hopes that, at some point soon, House Ed and Labor Chair Bobby Scott (D-Va.) will put his text of an EEO bill up for a vote. But as of now, all eyes are on Scott, AND", "logweight": "-19.5520855343313", "weight_incr": "-0.22378921508789062"}, {"contents": "<<<>>> There are still hopes that, at some point soon, House Ed and Labor Chair Bobby Scott (D-Va.) will put his text of an EEO bill up for a vote. 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If the two sides don\u2019t reach a deal on Raise", "logweight": "-19.546108857390383", "weight_incr": "0.0"}, {"contents": "<<<>>> There are still hopes that, at some point soon, House Ed and Labor Chair Bobby Scott (D-Va.) will put his text of an EEO bill up for a vote. Rumor has it that it would be for an up-down voice", "logweight": "-19.274373219010332", "weight_incr": "0.0"}, {"contents": "<<<>>> There are still hopes that, at some point soon, House Ed and Labor Chair Bobby Scott (D-Va.) will put his text of an EEO bill up for a vote. But as of now, all eyes are on Scott, AND Jan", "logweight": "-19.5520855343313", "weight_incr": "0.0"}, {"contents": "<<<>>> There are still hopes that, at some point soon, House Ed and Labor Chair Bobby Scott (D-Va.) will put his text of an EEO bill up for a vote. But as of now, all eyes are on Scott\u2019s eight GOP", "logweight": "-20.912497297522524", "weight_incr": "0.0"}, {"contents": "<<<>>> There are still hopes that, at some point soon, House Ed and Labor Chair Bobby Scott (D-Va.) will put his text of an EEO bill up for a vote. But as of now, all eyes are on Scott\u2019s semi-sub", "logweight": "-20.458126262423495", "weight_incr": "0.0"}, {"contents": "<<<>>> There are still hopes that, at some point soon, House Ed and Labor Chair Bobby Scott (D-Va.) will put his text of an EEO bill up for a vote. But as of now, that still doesn\u2019t look all that close", "logweight": "-22.323729571548203", "weight_incr": "0.0"}, {"contents": "<<<>>> There are still hopes that, at some point soon, House Ed and Labor Chair Bobby Scott (D-Va.) will put his text of an EEO bill up for a vote. But as of now, that still doesn\u2019t look like it\u2019s", "logweight": "-19.203197777864435", "weight_incr": "0.0"}]}] +[{"step": 1, "mode": "init", "particles": [{"contents": "<<<>>> The", "logweight": "-0.938514232635498", "weight_incr": "-0.938514232635498"}, {"contents": "<<<>>> V", "logweight": "-0.6339796781539917", "weight_incr": "-0.6339796781539917"}, {"contents": "<<<>>> Sen", "logweight": "-0.3040330111980438", "weight_incr": "-0.3040330111980438"}, {"contents": "<<<>>> The", "logweight": "-0.938514232635498", "weight_incr": "-0.938514232635498"}, {"contents": "<<<>>> It", "logweight": "-0.3593740463256836", "weight_incr": "-0.3593740463256836"}]}, {"step": 2, "mode": "smc_step", "particles": [{"contents": "<<<>>> The Matt", "logweight": "-1.2284098863601685", "weight_incr": "-0.2898956537246704"}, {"contents": "<<<>>> Veto", "logweight": "-1.650147557258606", "weight_incr": "-1.0161678791046143"}, {"contents": "<<<>>> Sen.", "logweight": "-0.5208742618560791", "weight_incr": "-0.21684125065803528"}, {"contents": "<<<>>> The House", "logweight": "-1.205532193183899", "weight_incr": "-0.2670179605484009"}, {"contents": "<<<>>> It is", "logweight": "-0.8033778667449951", "weight_incr": "-0.4440038204193115"}]}, {"step": 3, "mode": "smc_step", "particles": [{"contents": "<<<>>> The Matt Ar", "logweight": "-1.2483139038085938", "weight_incr": "-0.019904017448425293"}, {"contents": "<<<>>> Veto-", "logweight": "-6.138409614562988", "weight_incr": "-4.488262057304382"}, {"contents": "<<<>>> Sen. 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Sen.", "logweight": "-14.775102637439726", "weight_incr": "-0.16595590114593506"}, {"contents": "<<<>>> It is not easy to take part in large or small group-- size in the Sun Belt, and there", "logweight": "-22.477954178780077", "weight_incr": "-0.02512228488922119"}]}, {"mode": "resample", "step": 23, "ancestors": [0, 1, 1, 1, 1], "particles": [{"contents": "<<<>>> The Matt Armey deal helps save U.S. lifes, but doesn't cut the risk for Trump,", "logweight": "-9.926108820509807", "weight_incr": "0.5885769892996677"}, {"contents": "<<<>>> The Matt Armey deal helps save U.S. jobs, ticks up Obama, costs Iraq, moves it", "logweight": "-9.851120932173625", "weight_incr": "-1.6707613602699212"}, {"contents": "<<<>>> The Matt Armey deal helps save U.S. jobs, ticks up Obama, costs Iraq, moves over", "logweight": "-10.079568250250713", "weight_incr": "-1.8992086783470086"}, {"contents": "<<<>>> The Matt Armey deal helps save U.S. jobs, ticks up Obama, costs Iraq, moves Trump", "logweight": "-9.813065691065685", "weight_incr": "-1.6327061191619805"}, {"contents": "<<<>>> The Matt Armey deal helps save U.S. jobs, ticks up Obama, costs Iraq, moves gun", "logweight": "-11.480976207327739", "weight_incr": "-3.300616635424035"}]}, {"step": 24, "mode": "smc_step", "particles": [{"contents": "<<<>>> The Matt Armey deal helps save U.S. lifes, but doesn't cut the risk for Trump, who", "logweight": "-10.134075386595622", "weight_incr": "-0.20796656608581543"}, {"contents": "<<<>>> The Matt Armey deal helps save U.S. jobs, ticks up Obama, costs Iraq, moves it to", "logweight": "-10.18647597558488", "weight_incr": "-0.3353550434112549"}, {"contents": "<<<>>> The Matt Armey deal helps save U.S. jobs, ticks up Obama, costs Iraq, moves over by", "logweight": "-10.614989621710674", "weight_incr": "-0.5354213714599609"}, {"contents": "<<<>>> The Matt Armey deal helps save U.S. jobs, ticks up Obama, costs Iraq, moves Trump rud", "logweight": "-15.423940343928233", "weight_incr": "-5.610874652862549"}, {"contents": "<<<>>> The Matt Armey deal helps save U.S. jobs, ticks up Obama, costs Iraq, moves gun,", "logweight": "-11.946372492384807", "weight_incr": "-0.46539628505706787"}]}, {"step": 25, "mode": "smc_step", "particles": [{"contents": "<<<>>> The Matt Armey deal helps save U.S. lifes, but doesn't cut the risk for Trump, who is", "logweight": "-10.134075386595622", "weight_incr": "0.0"}, {"contents": "<<<>>> The Matt Armey deal helps save U.S. jobs, ticks up Obama, costs Iraq, moves it to the", "logweight": "-10.18647597558488", "weight_incr": "0.0"}, {"contents": "<<<>>> The Matt Armey deal helps save U.S. jobs, ticks up Obama, costs Iraq, moves over by Day", "logweight": "-10.614989621710674", "weight_incr": "0.0"}, {"contents": "<<<>>> The Matt Armey deal helps save U.S. jobs, ticks up Obama, costs Iraq, moves Trump rudwh", "logweight": "-15.423940343928233", "weight_incr": "0.0"}, {"contents": "<<<>>> The Matt Armey deal helps save U.S. jobs, ticks up Obama, costs Iraq, moves gun, Wall", "logweight": "-11.946372492384807", "weight_incr": "0.0"}]}] diff --git a/llamppl/inference/smc_standard.py b/llamppl/inference/smc_standard.py index 99f0623..ecb2ec0 100644 --- a/llamppl/inference/smc_standard.py +++ b/llamppl/inference/smc_standard.py @@ -1,15 +1,53 @@ import asyncio import copy from datetime import datetime - +import warnings import numpy as np from ..util import logsumexp from .smc_record import SMCRecord +def stratified_resample(weights): + # source: https://filterpy.readthedocs.io/en/latest/_modules/filterpy/monte_carlo/resampling.html#stratified_resample + """Performs the stratified resampling algorithm used by particle filters. + + This algorithms aims to make selections relatively uniformly across the + particles. It divides the cumulative sum of the weights into N equal + divisions, and then selects one particle randomly from each division. This + guarantees that each sample is between 0 and 2/N apart. + + Args: + weights (list-like of float): List of weights as floats. + + Returns: + (ndarray): Array of indexes into the weights defining the resample. + The index of the zeroth resample is indexes[0], etc. + """ + + N = len(weights) + # make N subdivisions, and chose a random position within each one + positions = (np.random.random(N) + range(N)) / N + + indexes = np.zeros(N, "i") + cumulative_sum = np.cumsum(weights) + i, j = 0, 0 + while i < N: + if positions[i] < cumulative_sum[j]: + indexes[i] = j + i += 1 + else: + j += 1 + return indexes + + async def smc_standard( - model, n_particles, ess_threshold=0.5, visualization_dir=None, json_file=None + model, + n_particles, + ess_threshold=0.5, + visualization_dir=None, + json_file=None, + resampling_method="multinomial", ): """ Standard sequential Monte Carlo algorithm with multinomial resampling. @@ -20,10 +58,21 @@ async def smc_standard( ess_threshold (float): Effective sample size below which resampling is triggered, given as a fraction of `n_particles`. visualization_dir (str): Path to the directory where the visualization server is running. json_file (str): Path to the JSON file to save the record of the inference, relative to `visualization_dir` if provided. + resampling_method (str): The method to use for resampling. Must be one of 'multinomial' or 'stratified'. Defaults to 'multinomial'. Returns: particles (list[llamppl.modeling.Model]): The completed particles after inference. """ + if not (0 <= ess_threshold <= 1): + raise ValueError( + f"Effective sample size threshold must be between 0 and 1. Got {ess_threshold}." + ) + + if resampling_method not in ["multinomial", "stratified"]: + raise ValueError( + f"Invalid resampling method: {resampling_method}. Must be one of 'multinomial' or 'stratified'." + ) + particles = [copy.deepcopy(model) for _ in range(n_particles)] await asyncio.gather(*[p.start() for p in particles]) record = visualization_dir is not None or json_file is not None @@ -48,19 +97,30 @@ async def smc_standard( # Normalize weights W = np.array([p.weight for p in particles]) + if np.all(W == -np.inf): + # Avoid a nans in the normalized weights. + # Could just terminate inference here, but keep running for now. + did_resample = False + continue w_sum = logsumexp(W) normalized_weights = W - w_sum # Resample if necessary - if -logsumexp(normalized_weights * 2) < np.log(ess_threshold) + np.log( - n_particles + if ess_threshold > 0 and ( + ess_threshold - logsumexp(normalized_weights * 2) + < np.log(ess_threshold) + np.log(n_particles) ): - # Alternative implementation uses a multinomial distribution and only makes n-1 copies, reusing existing one, but fine for now probs = np.exp(normalized_weights) - ancestor_indices = [ - np.random.choice(range(len(particles)), p=probs) - for _ in range(n_particles) - ] + if resampling_method == "multinomial": + # Alternative implementation uses a multinomial distribution and only makes n-1 copies, reusing existing one, but fine for now + ancestor_indices = [ + np.random.choice(range(len(particles)), p=probs) + for _ in range(n_particles) + ] + elif resampling_method == "stratified": + ancestor_indices = stratified_resample(probs) + else: + raise ValueError(f"Invalid resampling method: {resampling_method}.") if record: # Sort the ancestor indices diff --git a/llamppl/util.py b/llamppl/util.py index 2831945..902b25a 100644 --- a/llamppl/util.py +++ b/llamppl/util.py @@ -4,6 +4,10 @@ def logsumexp(nums): + nums = np.asarray(nums) + if np.all(nums == -np.inf): + return -np.inf + m = np.max(nums) return np.log(np.sum(np.exp(nums - m))) + m diff --git a/tests/test_examples.py b/tests/test_examples.py index e4bdff5..db1c874 100644 --- a/tests/test_examples.py +++ b/tests/test_examples.py @@ -29,16 +29,36 @@ def LLM(backend): @pytest.mark.parametrize("backend", backends) -def test_hard_constraints(LLM, n_particles=20, max_tokens=25): +def test_hard_constraints(LLM, n_particles=5, max_tokens=25): particles = asyncio.run( run_hard_constraints(LLM, max_tokens=max_tokens, n_particles=n_particles) ) assert len(particles) == n_particles + particles = asyncio.run( + run_hard_constraints( + LLM, + max_tokens=max_tokens, + n_particles=n_particles, + resampling_method="stratified", + ) + ) + assert len(particles) == n_particles + @pytest.mark.parametrize("backend", backends) -def test_haiku(LLM, n_particles=20): +def test_haiku(LLM, n_particles=5): particles = asyncio.run( run_haiku(LLM, poem_title="The beauty of testing", n_particles=n_particles) ) assert len(particles) == n_particles + + particles = asyncio.run( + run_haiku( + LLM, + poem_title="The beauty of testing", + n_particles=n_particles, + resampling_method="stratified", + ) + ) + assert len(particles) == n_particles