2.5.1: bug fixes and additional features

What's Changed

• [2.5] doc fix typo by @chesterxgchen in #2940
• [2.5] Update higgs data link by @SYangster in #2945
• [2.5] Update video links by @SYangster in #2944
• [2.5] Add research examples to tutorial page by @SYangster in #2943
• [2.5] Cherry-pick fix doc and docstring issues (#2931) by @YuanTingHsieh in #2946
• [2.5] Add check before api send 25 by @YuanTingHsieh in #2949
• [2.5] Fix dashboard server resource by @IsaacYangSLA in #2959
• [2.5] F3 Streaming Code Rewrite by @nvidianz in #2956
• [2.5] Add the hello-pt-resnet example by @yhwen in #2955
• [2.5] Fix simulator result path by @YuanTingHsieh in #2967
• [2.5] Add python 3.12 support by @YuanTingHsieh in #2966
• [2.5] update PSI to support python 3.11 by @chesterxgchen in #2973
• [2.5] Web updates by @SYangster in #2977
• [2.5] -- Replace the distutils with shutil by @yhwen in #2979
• [2.5] Update openmined-psi to 2.0.5 to support python 3.12 by @chesterxgchen in #2982
• [2.5] Allow JobAPI wrapper customization by @YuanTingHsieh in #2988
• [2.5] Job api update by @YuanTingHsieh in #2991
• [2.5] Bionemo demos (#2968) by @holgerroth in #2998
• [2.5] Update pt params converter (#2989) by @YuanTingHsieh in #2997
• [2.5] BioNeMo: use multi threading but reduce num workers by @holgerroth in #3003
• [2.5] Update test script by @YuanTingHsieh in #3001
• [2.5] Fix doc typo and VDR reported issues by @YuanTingHsieh in #3000
• [2.5] Expose init in client lightning api by @YuanTingHsieh in #3005
• [2.5] Update flwr job object, client, server by @YuanTingHsieh in #3009
• [2.5] Cherry pick Update documentation for Dockerfile, add location of tbevents, fix link by @nvkevlu in #3006
• [2.5] Update finance end to end README and images by @YuanTingHsieh in #3013
• [2.5] Fix fobs issue by @YuanTingHsieh in #3015
• [2.5] Fix fobs doc (#3012) by @YuanTingHsieh in #3016
• [2.5] Update version and python requires by @IsaacYangSLA in #3024
• [2.5] Fix PTModel optional arguments by @SYangster in #3026
• [2.5] Set numpy less than 2.0.0 by @YuanTingHsieh in #3027
• [2.5] Fedbpt fix by @holgerroth in #3030
• [2.5] split learning: upgrade openmined-psi to 2.0.5 by @chesterxgchen in #3019
• [2.5] Cherry-pick Fixed broken doc ref to 'helm_chart' (#3022) [skip ci] by @YuanTingHsieh in #3032
• [2.5] Enhance POC notebook and docs by @SYangster in #3033
• [2.5] Fix hello-pt req [skip ci] by @YuanTingHsieh in #3036
• [2.5] Remove extra "." [skip ci] by @YuanTingHsieh in #3037
• [2.5] Add TF based TBAnalyticsReceiver by @YuanTingHsieh in #3035
• [2.5] Bump up python version of Dockerfile by @IsaacYangSLA in #3042

Full Changelog: 2.5.0...2.5.1

2.5.1rc2: bug fixes and document updates

What's Changed

• [2.5] Update finance end to end README and images by @YuanTingHsieh in #3013
• [2.5] Fix fobs issue by @YuanTingHsieh in #3015
• [2.5] Fix fobs doc (#3012) by @YuanTingHsieh in #3016
• [2.5] Update version and python requires by @IsaacYangSLA in #3024
• [2.5] Fix PTModel optional arguments by @SYangster in #3026
• [2.5] Set numpy less than 2.0.0 by @YuanTingHsieh in #3027
• [2.5] Fedbpt fix by @holgerroth in #3030
• [2.5] split learning: upgrade openmined-psi to 2.0.5 by @chesterxgchen in #3019
• [2.5] Cherry-pick Fixed broken doc ref to 'helm_chart' (#3022) [skip ci] by @YuanTingHsieh in #3032

Full Changelog: 2.5.1rc1...2.5.1rc2

2.5.1rc1: Bug fixes and more features

What's Changed

• [2.5] doc fix typo by @chesterxgchen in #2940
• [2.5] Update higgs data link by @SYangster in #2945
• [2.5] Update video links by @SYangster in #2944
• [2.5] Add research examples to tutorial page by @SYangster in #2943
• [2.5] Cherry-pick fix doc and docstring issues (#2931) by @YuanTingHsieh in #2946
• [2.5] Add check before api send 25 by @YuanTingHsieh in #2949
• [2.5] Fix dashboard server resource by @IsaacYangSLA in #2959
• [2.5] F3 Streaming Code Rewrite by @nvidianz in #2956
• [2.5] Add the hello-pt-resnet example by @yhwen in #2955
• [2.5] Fix simulator result path by @YuanTingHsieh in #2967
• [2.5] Add python 3.12 support by @YuanTingHsieh in #2966
• [2.5] update PSI to support python 3.11 by @chesterxgchen in #2973
• [2.5] Web updates by @SYangster in #2977
• [2.5] -- Replace the distutils with shutil by @yhwen in #2979
• [2.5] Update openmined-psi to 2.0.5 to support python 3.12 by @chesterxgchen in #2982
• [2.5] Allow JobAPI wrapper customization by @YuanTingHsieh in #2988
• [2.5] Job api update by @YuanTingHsieh in #2991
• [2.5] Bionemo demos (#2968) by @holgerroth in #2998
• [2.5] Update pt params converter (#2989) by @YuanTingHsieh in #2997
• [2.5] BioNeMo: use multi threading but reduce num workers by @holgerroth in #3003
• [2.5] Update test script by @YuanTingHsieh in #3001
• [2.5] Fix doc typo and VDR reported issues by @YuanTingHsieh in #3000
• [2.5] Expose init in client lightning api by @YuanTingHsieh in #3005
• [2.5] Update flwr job object, client, server by @YuanTingHsieh in #3009
• [2.5] Cherry pick Update documentation for Dockerfile, add location of tbevents, fix link by @nvkevlu in #3006

Full Changelog: 2.5.0...2.5.1rc1

2.5.0: Latest release with features and bug fixes

What's Changed

• updated the hello-TF2 readme [skip ci] by @yhwen in #2271
• Enhanced the Simulator client end_run solution by @yhwen in #2270
• Clean up master template yaml file (step 1) by @IsaacYangSLA in #2274
• updates examples, add version matching note [skip ci] by @SYangster in #2278
• Fix Auto login "communication error" by @chesterxgchen in #2279
• handle none value for the subcommand parser by @chesterxgchen in #2276
• Address VDR comments [slip ci] by @chesterxgchen in #2283
• Fix the client_executor improper lock use by @yhwen in #2282
• Add notebook for GNN examples by @ZiyueXu77 in #2289
• Fix FLModelUtil by @YuanTingHsieh in #2291
• Check invalid input directory in nvflare config by @chesterxgchen in #2295
• Refactor AWS and Azure cloud scripts of server and client by @IsaacYangSLA in #2275
• Added debug headers for all message route in CoreCell by @nvidianz in #2301
• Update execution api documentation and docstrings by @YuanTingHsieh in #2305
• Address VDR feedback by @SYangster in #2297
• Rename to execution api type, update job command output by @SYangster in #2306
• Move simulator workspace setup inside constructor by @YuanTingHsieh in #2311
• Update cli string [skip ci] by @YuanTingHsieh in #2313
• Remove base class Filter in ParamConverter by @YuanTingHsieh in #2312
• Add hello-ccwf to ci by @YuanTingHsieh in #2316
• Improve monai integration tracking example by @SYangster in #2318
• Exclude hidden json file when perform config parsing by @chesterxgchen in #2323
• apply nemo 2.4 fixes by @holgerroth in #2327
• Update all examples/research/integration requirements by @YuanTingHsieh in #2330
• Removed the no need client custom path. by @yhwen in #2322
• Enhance the handling of RC of task returned from clients by @IsaacYangSLA in #2338
• Add xgboost to CI/CD by @YuanTingHsieh in #2328
• Update cifar10 and gnn examples by @holgerroth in #2340
• Address final VDR feedbacks by @YuanTingHsieh in #2332
• Cifar10 fix plot by @holgerroth in #2346
• Added a few workarounds for HTTP driver's latency issues by @nvidianz in #2343
• Address VDR report by @SYangster in #2335
• Add notes about running TF with GPUs [skip ci] by @YuanTingHsieh in #2348
• Fix tb receiver by @YuanTingHsieh in #2349
• Clarify nemo example readme by @SYangster in #2352
• DataBus by @chesterxgchen in #2285
• Native FLARE/XGB integration by @yanchengnv in #2354
• Fix Pipe and PipeHandler by @YuanTingHsieh in #2356
• Setup for tf load_data by @SYangster in #2360
• tf dataset setup and teardown by @SYangster in #2366
• Fix nemo example link by @holgerroth in #2373
• Update outdated links by @YuanTingHsieh in #2368
• Clean up FilePipe remains by @YuanTingHsieh in #2369
• In process Client API Executor Part 1 by @chesterxgchen in #2248
• BioNeMo examples by @holgerroth in #2241
• Fix LauncherExecutor handle_event by @YuanTingHsieh in #2370
• Fix NEMO links by @YuanTingHsieh in #2385
• Update xgboost tree code by @YuanTingHsieh in #2383
• Reliable aux msg by @nvidianz in #2380
• Fix header parameter handling in sklearn's data_loader, update README with new AUC by @mikez3 in #2363
• Controller Refactor Part 1: separate communication by @SYangster in #2390
• Update publication list by @holgerroth in #2395
• Job submission with binary protocol by @yanchengnv in #2393
• Update rr_order to cyclic_order by @SYangster in #2412
• Updated FOBS readme to add DatumManager, added agrpcs as secure scheme by @nvidianz in #2410
• Multiple CC Authorizer support CCManager by @yhwen in #2396
• Support Responder functions by @SYangster in #2397
• Exclude non-training clients from cse by @yanchengnv in #2421
• Fix mlflow example tag links by @YuanTingHsieh in #2423
• Lightning client api patch multiple times by @YuanTingHsieh in #2424
• Add check to client api send method by @YuanTingHsieh in #2425
• Fixed the wrong workspace object in the simulator worker by @yhwen in #2429
• Fix api send typo by @YuanTingHsieh in #2432
• Enable StreamCell for all application channels by @YuanTingHsieh in #2407
• Add back request header by @YuanTingHsieh in #2440
• Check wandb login by @SYangster in #2445
• Clarify download_job workspace delay by @SYangster in #2454
• Client API Update: Job Templates, examples to reflect different type of Client API by @chesterxgchen in #2456
• Add controller interface by @SYangster in #2451
• Update README.md by @chesterxgchen in #2460
• Improve reliable msg by @yanchengnv in #2459
• CC block byoc jobs by @yhwen in #2403
• Fixed the authz and site_security check for check_resource command by @yhwen in #2462
• Add garbage collect at ends of round-based workflows by @SYangster in #2463
• Add WFController by @SYangster in #2468
• Add warning when the same admin in project.yml has different role by @IsaacYangSLA in #2470
• Add custom order and early termination to CyclicController by @YuanTingHsieh in #2387
• Add IPC agent and exchanger by @yanchengnv in #2435
• Fix a typo in ModelController by @holgerroth in #2473
• Refactor WFController and ModelController by @SYangster in #2475
• Add example for mulitparty kaplan-meier analysis with HE by @ZiyueXu77 in #2259
• Remove task_fn_args by @SYangster in #2479
• Enable simulator to run HE by @yhwen in #2339
• Fix simulator workspace by @SYangster in #2489
• Fix xgboost integration tests by @SYangster in #2486
• Add FedBPT research example by @holgerroth in #2465
• Fix xgboost test setup by @SYangster in #2494
• add Client API documentation by @chesterxgchen in #2497
• Added more logging for the job status changing. by @yhwen in #2480
• Fix update client status by @SYangster in #2508
• Add user guide on how to deploy to EKS by @IsaacYangSLA in #2510
• Improve dead client handling by @yanchengnv in #2506
• Enhance WFController by @SYangster in #2505
• Temporarily disable preflight tests by @SYangster in #2521
• Upgrade dependencies by @YuanTingHsieh in #2516
• Use full path for PSI components by @YuanTingHsieh in #2517
• Multiple bug fixes from 2.4 by @YuanTingHsieh in #2518
• Pythonic job creation by @yhwen in #2483
• Enhancements from 2.4 by @YuanTingHsieh in #2519
• Update ci cd from 2.4 by @y...

2.5.0rc12: Bug fixes

What's Changed

• Fixed XGBoost Example README by @nvidianz in #2913
• Fix cifar10 examples num_clients by @SYangster in #2914
• Fix data save path by @YuanTingHsieh in #2917
• trim the whitespace of the clients and gpu from the job simulator_run by @yhwen in #2912
• Add CSE with job api with client api by @YuanTingHsieh in #2918
• Update to use BaseFedJob by @SYangster in #2919
• Warning for Mixed Plugin Use by @nvidianz in #2920
• BugFix: Hierarchical Fed Stats, prepare data: replace os.rename() function by @chesterxgchen in #2921
• Note about Simulator in XGBoost Doc by @nvidianz in #2911
• Add params_transfer_type to ScriptRunner by @SYangster in #2922
• Fix nemo examples by @holgerroth in #2923
• Added the current-round info the fl_ctx for BaseModelController by @yhwen in #2916
• Fix ci path by @YuanTingHsieh in #2927
• Fix xgb standalone fed by @YuanTingHsieh in #2924
• Fixing the memoryview issues by @nvidianz in #2926

Full Changelog: 2.5.0rc11...2.5.0rc12

2.5.0rc11: Bug fixes

What's Changed

• Fix hello-pt-cse job by @YuanTingHsieh in #2905
• Undo remove bionemo from new by @nvkevlu in #2902
• Add vertical xgboost gpu instructions by @YuanTingHsieh in #2903
• Fix bionemo examples by @holgerroth in #2904
• Fixed Plugin README by @nvidianz in #2906
• Update xgboost docs by @nvkevlu in #2907
• Added debug info for memoryview error by @nvidianz in #2908
• Change job simulator run to use Popen by @yhwen in #2909
• Fix hello_world tf result printing by @SYangster in #2910

Full Changelog: 2.5.0rc10...2.5.0rc11

2.5.0rc9: Bug fixes

What's Changed

• Updated plugin build doc by @nvidianz in #2892
• fix PSI and Vertical learning paths by @chesterxgchen in #2893
• Fix ci test configs format issue by @YuanTingHsieh in #2896
• Remove bionemo from new by @nvkevlu in #2897
• Update random forest and vertical xgb examples by @ZiyueXu77 in #2895
• Site, docs, and example updates by @SYangster in #2894
• Update xgboost requirements by @YuanTingHsieh in #2898
• Update flare simulator tutorial by @YuanTingHsieh in #2899
• Fix tf weights filename by @SYangster in #2901

Full Changelog: 2.5.0rc8...2.5.0rc9

2.5.0rc10: Feature improvements

What's Changed

• Add log info for flower executor by @YuanTingHsieh in #2900

Full Changelog: 2.5.0rc9...2.5.0rc10

2.5.0rc8: Bug fixes

What's Changed

• Fix hierarchical stats documentation by @apatole in #2882
• Update fedbn example by @ZiyueXu77 in #2883
• fix path due to simulator output structure changes by @chesterxgchen in #2885
• Add note on installing nvflare in requirements by @nvkevlu in #2884
• Fix sbs notebooks by @SYangster in #2887
• Re-factor hello-numpy-cse example by @YuanTingHsieh in #2880
• Update CrossSiteEval by @YuanTingHsieh in #2886
• Add printing of tb logdir by @YuanTingHsieh in #2888
• Update getting_started cifar notebook by @ZiyueXu77 in #2889
• Deprecate decorator pattern by @YuanTingHsieh in #2891
• Added instructions to run horizontal secure XGBoost in simulator by @nvidianz in #2890

Full Changelog: 2.5.0rc7...2.5.0rc8

2.5.0rc7: Bug fixes

What's Changed

• Clean up getting started installation docs by @nvkevlu in #2874
• Make the Launcher extends FLComponent by @yhwen in #2875
• BioNeMo examples: fix docs by @holgerroth in #2877
• Fix heartbeat timeout config by @SYangster in #2878
• Added more handling for the source file import handling by @yhwen in #2876
• Update the generated component classes table by @yhwen in #2879
• Fix for last index of module path by @yhwen in #2881

Full Changelog: 2.5.0rc6...2.5.0rc7