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Release list

Release v1.3.3 Latest

Latest

github-actions released this 10 Jul 16:28

v1.3.3

c0b1953

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│  $$\      $$\           $$\           $$\         $$\               $$\                 $$\         │
│  $$ | $\  $$ |          \__|          $$ |        $$ |              $$ |                $$ |        │
│  $$ |$$$\ $$ | $$$$$$\  $$\  $$$$$$\  $$$$$$$\  $$$$$$\    $$$$$$$\ $$ |       $$$$$$\  $$$$$$$\    │
│  $$ $$ $$\$$ |$$  __$$\ $$ |$$  __$$\ $$  __$$\ \_$$  _|  $$  _____|$$ |       \____$$\ $$  __$$\   │
│  $$$$  _$$$$ |$$$$$$$$ |$$ |$$ /  $$ |$$ |  $$ |  $$ |    \$$$$$$\  $$ |       $$$$$$$ |$$ |  $$ |  │
│  $$$  / \$$$ |$$   ____|$$ |$$ |  $$ |$$ |  $$ |  $$ |$$\  \____$$\ $$ |      $$  __$$ |$$ |  $$ |  │
│  $$  /   \$$ |\$$$$$$$\ $$ |\$$$$$$$ |$$ |  $$ |  \$$$$  |$$$$$$$  |$$$$$$$$\ \$$$$$$$ |$$$$$$$  |  │
│  \__/     \__| \_______|\__| \____$$ |\__|  \__|   \____/ \_______/ \________| \_______|\_______/   │
│                             $$\   $$ |                                                              │
│                             \$$$$$$  |                                                              │
│                              \______/                                                               │
│                                                                                                     │
│                               Inspect - Edit - Evolve Neural Networks                               │
│                                                                                                     │
╰─── By GrayBx, vv1.3.3 ──────────────────────────────────────────────────────────────────────────────╯

Weightslab

Welcome

Welcome to the v1.3.3 release of WeightsLab. This release was made with the idea to improve how you Inspect Data, Edit and Evolve Neural Networks, all by Graybx:

PR #250: ## v1.3.3 Release ### Features & Improvements - Collab Integration: Bundled examples with Google Collab support, tunnel serving function, and documentation links - UI Enhancements: Fix grid size button, add restart action in dev mode, Firefox input arrows fix - Sorting: Default decreasing order (high loss values prioritized), configurable sort - CLI Upgrades: Match latest features—hyperparameter modification, experiment status check, data tagging/discard, agent queries - Agent Actions...

One platform. Unmatched flexibility. Ultimate control.
Make sure to install our last version on PyPI

Happy Training!

What's Changed precisely:

#250 v1.3.3: Release — Collab integration, UI improvements, CLI enhancements, and agent features

5eda2fc add new nworkers tests for perfs
a4cf489 Stop DataLoaderInterface from blocking on pause_controller during ite…
580c80f Move pause_at_step trigger from DataLoaderInterface into GuardContext
41b76b8 Remove dead DataLoaderInterface._wait_if_paused
d0577d0 ws-detection: default num_workers=2, add num_workers benchmark harness
8c501f8 Drop now-unused threading/pause_controller imports from dataloader_in…
9f23295 ws-detection: drop bench.py/run_bench.sh from the branch
5ec83e5 Revert ws-detection example changes; keep this branch framework-only
d240dff Fix ws-detection example: restore runnable training loop
69edb2b fix oom bug on break by slice (#186)
b799aa8 179 audit and export user interactions success and failure to json an…
b210dd9 184 dataframe granularity (#187)
8f8d5f1 Ddp support wip (#185)
416774f Fix lint code quality issue
58f72b3 Fix ruff and vulture code quality issue
834ac7f fix utests after merging
f6d7904 Code quality issues
e43aa1b Final code quality check
eef7a21 change ci code quality as important for CI
1557f9f Fix dev release CI
9953476 update release note format
bed3e0f Improve release notes: custom template with PR links, contributor pro…
e00bd5c Final release note fix
1258ebd fix instance_ids bugs matching for batch target format (targets=[bb_A…
4c88585 188 logger granularity and structure (#189)
7cf5c0c revert merging PR #185
861911c Fix bug from reverted Merged Conflicts
24bf58f remove hardcoded path from config
3383035 fix iou metric name
685c88f fix merged conflicts error on fct name
10a65ff Remove hardcoded value from src ModelInterface
456ffb1 fix merged conflicts function name
f411225 Add weightslab.integrations.ultralytics SDK (#191)
6cc624b fix useless imports and vars: code quality issues
c5f0807 Force val to letterbox to (imgsz, imgsz) like train
1974d3b Source val rect from ledger config; default False
901da04 small fixes around certs. and windows; and add ul deps in wl
ca8e38b fix ul deps version
f3d5128 fix quotes issue
3459058 Add geometry test for val rect-mode opt-in
12c91ef Revert "Add geometry test for val rect-mode opt-in"
ed2d64b Fix failing unit tests and dataloader infinite loop
a9a2165 Rework UI onboarding CLI: secure-by-default launch, cleanup, banner help
aae4b65 Make CI run the real test suite and fix/triage dev test failures
bea6314 Make WEIGHTSLAB_CERTS_DIR the single source of truth for TLS/auth
e985a66 Keep a valid certs bind-mount in unsecured/--no-certs launches
6a09909 Add weightslab example start to run the bundled classification example
314c60c fix ui docker bridge and simplify certs
f40792f add torchmetrics deps for cls example
2e4778d fix onboarding certs issue and update doc and readme
912c03c Fix certs issues and related utests
af6846c Fix certs issues; change cls config; and fix issues with hist and age…
579d8cc Refactor wl examples syntax
0c7f1c0 fix permissions issues and docker v1
8695667 fix exec bits from exec files
12f5130 fix cmds tests
57c8313 Integrate 2d 3d point cloud detection usecase with Lidar (#199)
5432688 fix code quality
6ed796f fix code quality
0927cce Add missing source files skipped by data/ gitignore rule
1e23d37 Fix code quality issue
8076c25 fix utests
73fca0c Fix 4 ui_docker_bridge unit tests broken by --certs flag refactor
19f2f16 Exclude heavy blob columns from histogram/metadata sweeps
1bbd971 Python version tests in workflows
67f90a5 remove useless certs
8deb810 update gitignore and add debug print exc
e38c4f4 add docker initialization materials
72d682e fix logger prints format and spam
3b88c59 maximum resolution set to 360p by default
6c3e1d5 add auto start in examples
59a45bc Fix main process issues with windows and logs; and fix ultralytics in…
117bb4e remove useless dir
ff662f2 Disable the WatchDog; fix evaluate feature in nograd mode and no guar…
0bee476 Fix code quality issue
7b06e0f Fix UL issue with custom EMA and evaluation feature
58ce5ee Allow to run CI from custom branch with correct trigger flag in commit
4e84dc0 Fix pandas incompatible-dtype FutureWarning in dataframe merge/upsert
997e914 Add agent memory to repo for user
7698e20 fix prediction normalization issues
ee9d6e6 Fix ledgered parameters issues
61bc12a Fix new exp. hash after pause 4 the first time
eca9e25 [skip ci] fix parameters wrapping in examples
3751825 V1.3 UI optimization and new features (#214)

Thank you!

guillaume-byte

Assets 4

Dev Release v1.3.3-dev0 Pre-release

Pre-release

github-actions released this 10 Jul 16:07

v1.3.3-dev0

fc8fd1a

╭─────────────────────────────────────────────────────────────────────────────────────────────────────╮
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│  $$\      $$\           $$\           $$\         $$\               $$\                 $$\         │
│  $$ | $\  $$ |          \__|          $$ |        $$ |              $$ |                $$ |        │
│  $$ |$$$\ $$ | $$$$$$\  $$\  $$$$$$\  $$$$$$$\  $$$$$$\    $$$$$$$\ $$ |       $$$$$$\  $$$$$$$\    │
│  $$ $$ $$\$$ |$$  __$$\ $$ |$$  __$$\ $$  __$$\ \_$$  _|  $$  _____|$$ |       \____$$\ $$  __$$\   │
│  $$$$  _$$$$ |$$$$$$$$ |$$ |$$ /  $$ |$$ |  $$ |  $$ |    \$$$$$$\  $$ |       $$$$$$$ |$$ |  $$ |  │
│  $$$  / \$$$ |$$   ____|$$ |$$ |  $$ |$$ |  $$ |  $$ |$$\  \____$$\ $$ |      $$  __$$ |$$ |  $$ |  │
│  $$  /   \$$ |\$$$$$$$\ $$ |\$$$$$$$ |$$ |  $$ |  \$$$$  |$$$$$$$  |$$$$$$$$\ \$$$$$$$ |$$$$$$$  |  │
│  \__/     \__| \_______|\__| \____$$ |\__|  \__|   \____/ \_______/ \________| \_______|\_______/   │
│                             $$\   $$ |                                                              │
│                             \$$$$$$  |                                                              │
│                              \______/                                                               │
│                                                                                                     │
│                               Inspect - Edit - Evolve Neural Networks                               │
│                                                                                                     │
╰─── By GrayBx, vv1.3.3-dev0 ─────────────────────────────────────────────────────────────────────────╯

Weightslab

Welcome

Welcome to the v1.3.3-dev0 release of WeightsLab. This release was made with the idea to improve how you Inspect Data, Edit and Evolve Neural Networks, all by Graybx:

PR #249: Proxy.getitem returned the raw value while Proxy.get() returned a live _ValueProxy. Mirror .get() for mapping subscript access so both b.get('test') and b['test'] return a tracking proxy for simple values. Scoped to mapping access (object has .get + keys); list/slice indexing and list/dict/callable values are returned raw as before. str/torch.device stay plain via _plain_get_value.
PR #248: Convert some examples into Google Collab notebook, and integrate Bore tunneling to connect GCollab to the UI
PR #247: Rename all bundled example directories from the ws- prefix to wl- (10 examples across Lightning/PyTorch/Ultralytics/Usecases) and update every reference in docs (.rst), READMEs, the ui_docker_bridge _EXAMPLES map, and test harnesses.
PR #246: Add a UI action to restart the backend, only for development.
PR #245: Add new actions and optimize compound queries.
PR #244: ## Signal refinements: idiomatic example, overhead tuning, vectorized + reactive signals A self-contained per-sample-signals example plus SDK improvements to the @wl.signal system, driven by an overhead study. Each item is measured; nothing changes existing behavior unless opted into. ### Commits 1. Idiomatic per-sample signals example (examples/PyTorch/ws-signals-mnist/main.py) — base signals via save_signals, a live derived @wl.signal, and end-of-run trajectory signals (6-shape categorical...

One platform. Unmatched flexibility. Ultimate control.
Make sure to install our last version on TestPyPI

Happy Training!

What's Changed precisely:

#249 fix(ledger): Proxy[key] returns a live value proxy like .get()

f02ca55 fix(ledger): Proxy[key] returns a live value proxy like .get()

#248 Torch collab examples

b32cd87 Add weightslab tunnel command + Colab classification notebook
488c2f7 Use bore (no-signup TCP tunnel) instead of ngrok in Colab flow
7edef0d Fix imports cls usecase
ba8d134 Add serving_bore to wl.serve; verbose flag for exports; quieter flush…
483662f Warn in notebook/Colab when serving_grpc without serving_bore
6125a7e Final fix
049e15a rm max samples
ebca0db Notebooks: config-dict refactor + example/usecase notebooks; wl.signa…
b40e07b docs: add bottom-right Open-in-Colab badge to example pages
e4c4605 docs: add Open-in-Colab badge to the examples gallery cards
ccaf6b5 docs: gallery Colab badge -> top-right, logo only
02dee7b notebooks: use dark WeightsLab banner

#247 examples: rename ws- directories to wl- and update references**

a54e331 examples: rename ws-* directories to wl-* and update references

#246 restart action from UI - dev mode only

3357338 restart action from UI - dev mode only

#245 237 agent improvements

d0114aa Extend agent: model introspection/management, column-write safety, ch…
a97c2ea Add temp-column cleanup, unfreeze support, and prompt illustrations […
2ed0858 Fix split-value guessing and same-column OR-as-AND bug in agent [forc…
e2f0de1 Fix numeric coercion, and/or crashes, origin/tag resolution gaps, UI …
547da5c Diagnose silent model-lookup failures, test conversation memory [forc…
3b6ef15 Add one live test per documented agent.rst example prompt [force ci]
19d7e80 Fix stale agent-availability reporting vs real 401 rejection [force ci]
09494d3 fix default path in seg example
8faa3d6 Fix checkhealthAgent fct and model wise agent interactions
7462ae9 Strengthen weak live-test assertions with real expected values [force…
0da5942 Reconcile doc/test prompt wording, add compound CLI example test [for…
e7491ef Fix default agent to gemini flash
f45d7cc Fix banner offset bug
3d90be9 Add bundled CLI command with Weightslab
8101a2d Optimize agent time, add modeling queries (freeze, reset, model info)…
4c88db7 Fix default agent to gemini flash
45808f2 Fix banner offset bug
685eb7a Add bundled CLI command with Weightslab
83e1f06 [force ci] Optimize agent time, change default OpenR model, add model…
92f9bcd Update WeightsLab banner
892ab24 Update agent prompts examples
70de4e1 Include save data state and save model state and archi (optionnal) ac…
ed34287 Allow agent to load exp. state / model weights at step x
93e3844 Fix merged conflicts

#244 Signal refinements: vectorized + reactive @wl.signal, overhead tuning, example

3a4092f examples: add idiomatic per-sample signals MNIST example
e0421fb examples: tune ledger_flush_max_rows to cut per-step signal overhead
9adfe3e feat(signals): vectorized @wl.signal(batched=True) path
e8b0384 feat(signals): multi-input signals via ctx.latest() / bctx.latest()
d0605b8 feat(signals): enforce fresh ingests (StaleSignalError), stop swallow…
ea3e9ea feat(signals): reactive inputs=[...] — order-independent multi-input …
093e6c4 feat(signals): in-core signal-worker thread (ledger_signal_worker)
b8e3492 perf(signals): step-scoped query cache + value-at-step gather; cycle …
4731598 perf(signals): staging-buffer value-at-step read + vectorized id->sca…
2858b72 feat(signals): logit-derived signals + batched reactive persist + pre…
090ab94 examples: rewrite ws-signals-mnist to zero save_signals (ctx.logits +…
4a6871d perf(signals): don't query the ledger for reactive-derived inputs mid…
bb11318 examples: unify signals-mnist with the stress harness (train+eval, li…
3ccc726 tests: unit tests for signal-refinements (query cache, value-at-step,…
3cb6e19 Fix merged conflicts
1414e0c update gitignore - remove coverage files
fea2758 remove last merged conflicts
5e0ed70 logger: make query-cache maxsize env-configurable (WL_QUERY_CACHE_MAX…
b3f09eb feat(signals): default loss-shape classifier + report summary (PR #24…
c8610f7 refactor(signals): clean, layered, overridable shape API
d89436f Fix preds raw in wrapped signals
1bdaa9a Fix preds raw in wrapped signals and related merged conflicts

Thank you!

Assets 4

Release v1.3.2

github-actions released this 07 Jul 13:16

v1.3.2

8eab0cc

╭─────────────────────────────────────────────────────────────────────────────────────────────────────╮
│                                                                                                     │
│  $$\      $$\           $$\           $$\         $$\               $$\                 $$\         │
│  $$ | $\  $$ |          \__|          $$ |        $$ |              $$ |                $$ |        │
│  $$ |$$$\ $$ | $$$$$$\  $$\  $$$$$$\  $$$$$$$\  $$$$$$\    $$$$$$$\ $$ |       $$$$$$\  $$$$$$$\    │
│  $$ $$ $$\$$ |$$  __$$\ $$ |$$  __$$\ $$  __$$\ \_$$  _|  $$  _____|$$ |       \____$$\ $$  __$$\   │
│  $$$$  _$$$$ |$$$$$$$$ |$$ |$$ /  $$ |$$ |  $$ |  $$ |    \$$$$$$\  $$ |       $$$$$$$ |$$ |  $$ |  │
│  $$$  / \$$$ |$$   ____|$$ |$$ |  $$ |$$ |  $$ |  $$ |$$\  \____$$\ $$ |      $$  __$$ |$$ |  $$ |  │
│  $$  /   \$$ |\$$$$$$$\ $$ |\$$$$$$$ |$$ |  $$ |  \$$$$  |$$$$$$$  |$$$$$$$$\ \$$$$$$$ |$$$$$$$  |  │
│  \__/     \__| \_______|\__| \____$$ |\__|  \__|   \____/ \_______/ \________| \_______|\_______/   │
│                             $$\   $$ |                                                              │
│                             \$$$$$$  |                                                              │
│                              \______/                                                               │
│                                                                                                     │
│                               Inspect - Edit - Evolve Neural Networks                               │
│                                                                                                     │
╰─── By GrayBx, vv1.3.2 ──────────────────────────────────────────────────────────────────────────────╯

Weightslab

Welcome

Welcome to the v1.3.2 release of WeightsLab. This release was made with the idea to improve how you Inspect Data, Edit and Evolve Neural Networks, all by Graybx:

PR #243: Fix histogram generation (previously interpreted numeric values as categorical values)

One platform. Unmatched flexibility. Ultimate control.
Make sure to install our last version on PyPI

Happy Training!

What's Changed precisely:

#243 v1.3.2 Fix hist.

5eda2fc add new nworkers tests for perfs
a4cf489 Stop DataLoaderInterface from blocking on pause_controller during ite…
580c80f Move pause_at_step trigger from DataLoaderInterface into GuardContext
41b76b8 Remove dead DataLoaderInterface._wait_if_paused
d0577d0 ws-detection: default num_workers=2, add num_workers benchmark harness
8c501f8 Drop now-unused threading/pause_controller imports from dataloader_in…
9f23295 ws-detection: drop bench.py/run_bench.sh from the branch
5ec83e5 Revert ws-detection example changes; keep this branch framework-only
d240dff Fix ws-detection example: restore runnable training loop
69edb2b fix oom bug on break by slice (#186)
b799aa8 179 audit and export user interactions success and failure to json an…
b210dd9 184 dataframe granularity (#187)
8f8d5f1 Ddp support wip (#185)
416774f Fix lint code quality issue
58f72b3 Fix ruff and vulture code quality issue
834ac7f fix utests after merging
f6d7904 Code quality issues
e43aa1b Final code quality check
eef7a21 change ci code quality as important for CI
1557f9f Fix dev release CI
9953476 update release note format
bed3e0f Improve release notes: custom template with PR links, contributor pro…
e00bd5c Final release note fix
1258ebd fix instance_ids bugs matching for batch target format (targets=[bb_A…
4c88585 188 logger granularity and structure (#189)
7cf5c0c revert merging PR #185
861911c Fix bug from reverted Merged Conflicts
24bf58f remove hardcoded path from config
3383035 fix iou metric name
685c88f fix merged conflicts error on fct name
10a65ff Remove hardcoded value from src ModelInterface
456ffb1 fix merged conflicts function name
f411225 Add weightslab.integrations.ultralytics SDK (#191)
6cc624b fix useless imports and vars: code quality issues
c5f0807 Force val to letterbox to (imgsz, imgsz) like train
1974d3b Source val rect from ledger config; default False
901da04 small fixes around certs. and windows; and add ul deps in wl
ca8e38b fix ul deps version
f3d5128 fix quotes issue
3459058 Add geometry test for val rect-mode opt-in
12c91ef Revert "Add geometry test for val rect-mode opt-in"
ed2d64b Fix failing unit tests and dataloader infinite loop
a9a2165 Rework UI onboarding CLI: secure-by-default launch, cleanup, banner help
aae4b65 Make CI run the real test suite and fix/triage dev test failures
bea6314 Make WEIGHTSLAB_CERTS_DIR the single source of truth for TLS/auth
e985a66 Keep a valid certs bind-mount in unsecured/--no-certs launches
6a09909 Add weightslab example start to run the bundled classification example
314c60c fix ui docker bridge and simplify certs
f40792f add torchmetrics deps for cls example
2e4778d fix onboarding certs issue and update doc and readme
912c03c Fix certs issues and related utests
af6846c Fix certs issues; change cls config; and fix issues with hist and age…
579d8cc Refactor wl examples syntax
0c7f1c0 fix permissions issues and docker v1
8695667 fix exec bits from exec files
12f5130 fix cmds tests
57c8313 Integrate 2d 3d point cloud detection usecase with Lidar (#199)
5432688 fix code quality
6ed796f fix code quality
0927cce Add missing source files skipped by data/ gitignore rule
1e23d37 Fix code quality issue
8076c25 fix utests
73fca0c Fix 4 ui_docker_bridge unit tests broken by --certs flag refactor
19f2f16 Exclude heavy blob columns from histogram/metadata sweeps
1bbd971 Python version tests in workflows
67f90a5 remove useless certs
8deb810 update gitignore and add debug print exc
e38c4f4 add docker initialization materials
72d682e fix logger prints format and spam
3b88c59 maximum resolution set to 360p by default
6c3e1d5 add auto start in examples
59a45bc Fix main process issues with windows and logs; and fix ultralytics in…
117bb4e remove useless dir
ff662f2 Disable the WatchDog; fix evaluate feature in nograd mode and no guar…
0bee476 Fix code quality issue
7b06e0f Fix UL issue with custom EMA and evaluation feature
58ce5ee Allow to run CI from custom branch with correct trigger flag in commit
4e84dc0 Fix pandas incompatible-dtype FutureWarning in dataframe merge/upsert
997e914 Add agent memory to repo for user
7698e20 fix prediction normalization issues
ee9d6e6 Fix ledgered parameters issues
61bc12a Fix new exp. hash after pause 4 the first time
eca9e25 [skip ci] fix parameters wrapping in examples
3751825 V1.3 UI optimization and new features (#214)

Thank you!

guillaume-byte

Assets 4

Dev Release v1.3.2-dev0 Pre-release

Pre-release

github-actions released this 07 Jul 12:47

v1.3.2-dev0

e644910

╭─────────────────────────────────────────────────────────────────────────────────────────────────────╮
│                                                                                                     │
│  $$\      $$\           $$\           $$\         $$\               $$\                 $$\         │
│  $$ | $\  $$ |          \__|          $$ |        $$ |              $$ |                $$ |        │
│  $$ |$$$\ $$ | $$$$$$\  $$\  $$$$$$\  $$$$$$$\  $$$$$$\    $$$$$$$\ $$ |       $$$$$$\  $$$$$$$\    │
│  $$ $$ $$\$$ |$$  __$$\ $$ |$$  __$$\ $$  __$$\ \_$$  _|  $$  _____|$$ |       \____$$\ $$  __$$\   │
│  $$$$  _$$$$ |$$$$$$$$ |$$ |$$ /  $$ |$$ |  $$ |  $$ |    \$$$$$$\  $$ |       $$$$$$$ |$$ |  $$ |  │
│  $$$  / \$$$ |$$   ____|$$ |$$ |  $$ |$$ |  $$ |  $$ |$$\  \____$$\ $$ |      $$  __$$ |$$ |  $$ |  │
│  $$  /   \$$ |\$$$$$$$\ $$ |\$$$$$$$ |$$ |  $$ |  \$$$$  |$$$$$$$  |$$$$$$$$\ \$$$$$$$ |$$$$$$$  |  │
│  \__/     \__| \_______|\__| \____$$ |\__|  \__|   \____/ \_______/ \________| \_______|\_______/   │
│                             $$\   $$ |                                                              │
│                             \$$$$$$  |                                                              │
│                              \______/                                                               │
│                                                                                                     │
│                               Inspect - Edit - Evolve Neural Networks                               │
│                                                                                                     │
╰─── By GrayBx, vv1.3.2-dev0 ─────────────────────────────────────────────────────────────────────────╯

Weightslab

Welcome

Welcome to the v1.3.2-dev0 release of WeightsLab. This release was made with the idea to improve how you Inspect Data, Edit and Evolve Neural Networks, all by Graybx:

(no pull requests found since last release)

One platform. Unmatched flexibility. Ultimate control.
Make sure to install our last version on TestPyPI

Happy Training!

What's Changed precisely:

e644910 Update CHANGELOG
d1c3cca Add agent cmd to show user current config used

Thank you!

GuillaumePELLUET

Assets 4

Release v1.3.1

github-actions released this 07 Jul 11:03

v1.3.1

3898cb7

╭─────────────────────────────────────────────────────────────────────────────────────────────────────╮
│                                                                                                     │
│  $$\      $$\           $$\           $$\         $$\               $$\                 $$\         │
│  $$ | $\  $$ |          \__|          $$ |        $$ |              $$ |                $$ |        │
│  $$ |$$$\ $$ | $$$$$$\  $$\  $$$$$$\  $$$$$$$\  $$$$$$\    $$$$$$$\ $$ |       $$$$$$\  $$$$$$$\    │
│  $$ $$ $$\$$ |$$  __$$\ $$ |$$  __$$\ $$  __$$\ \_$$  _|  $$  _____|$$ |       \____$$\ $$  __$$\   │
│  $$$$  _$$$$ |$$$$$$$$ |$$ |$$ /  $$ |$$ |  $$ |  $$ |    \$$$$$$\  $$ |       $$$$$$$ |$$ |  $$ |  │
│  $$$  / \$$$ |$$   ____|$$ |$$ |  $$ |$$ |  $$ |  $$ |$$\  \____$$\ $$ |      $$  __$$ |$$ |  $$ |  │
│  $$  /   \$$ |\$$$$$$$\ $$ |\$$$$$$$ |$$ |  $$ |  \$$$$  |$$$$$$$  |$$$$$$$$\ \$$$$$$$ |$$$$$$$  |  │
│  \__/     \__| \_______|\__| \____$$ |\__|  \__|   \____/ \_______/ \________| \_______|\_______/   │
│                             $$\   $$ |                                                              │
│                             \$$$$$$  |                                                              │
│                              \______/                                                               │
│                                                                                                     │
│                               Inspect - Edit - Evolve Neural Networks                               │
│                                                                                                     │
╰─── By GrayBx, vv1.3.1 ──────────────────────────────────────────────────────────────────────────────╯

Weightslab

Welcome

Welcome to the v1.3.1 release of WeightsLab. This release was made with the idea to improve how you Inspect Data, Edit and Evolve Neural Networks, all by Graybx:

PR #242: - Improve agent: - Add new agent actions, e.g., dump model or architecture, data state, and modelling actions - Change default model used from 70B to "~google/gemini-flash-latest" - Optimize agent pipeline - Revamp the documentation (new widgets and content) - Allow user to generate categorical histogram from metadata - Improve CLI - New WeightsLab Banner - Improve, fix, and add new user weightslab commands (e.g., weightslab cli)

One platform. Unmatched flexibility. Ultimate control.
Make sure to install our last version on PyPI

Happy Training!

What's Changed precisely:

#242 v1.3.1

5eda2fc add new nworkers tests for perfs
a4cf489 Stop DataLoaderInterface from blocking on pause_controller during ite…
580c80f Move pause_at_step trigger from DataLoaderInterface into GuardContext
41b76b8 Remove dead DataLoaderInterface._wait_if_paused
d0577d0 ws-detection: default num_workers=2, add num_workers benchmark harness
8c501f8 Drop now-unused threading/pause_controller imports from dataloader_in…
9f23295 ws-detection: drop bench.py/run_bench.sh from the branch
5ec83e5 Revert ws-detection example changes; keep this branch framework-only
d240dff Fix ws-detection example: restore runnable training loop
69edb2b fix oom bug on break by slice (#186)
b799aa8 179 audit and export user interactions success and failure to json an…
b210dd9 184 dataframe granularity (#187)
8f8d5f1 Ddp support wip (#185)
416774f Fix lint code quality issue
58f72b3 Fix ruff and vulture code quality issue
834ac7f fix utests after merging
f6d7904 Code quality issues
e43aa1b Final code quality check
eef7a21 change ci code quality as important for CI
1557f9f Fix dev release CI
9953476 update release note format
bed3e0f Improve release notes: custom template with PR links, contributor pro…
e00bd5c Final release note fix
1258ebd fix instance_ids bugs matching for batch target format (targets=[bb_A…
4c88585 188 logger granularity and structure (#189)
7cf5c0c revert merging PR #185
861911c Fix bug from reverted Merged Conflicts
24bf58f remove hardcoded path from config
3383035 fix iou metric name
685c88f fix merged conflicts error on fct name
10a65ff Remove hardcoded value from src ModelInterface
456ffb1 fix merged conflicts function name
f411225 Add weightslab.integrations.ultralytics SDK (#191)
6cc624b fix useless imports and vars: code quality issues
c5f0807 Force val to letterbox to (imgsz, imgsz) like train
1974d3b Source val rect from ledger config; default False
901da04 small fixes around certs. and windows; and add ul deps in wl
ca8e38b fix ul deps version
f3d5128 fix quotes issue
3459058 Add geometry test for val rect-mode opt-in
12c91ef Revert "Add geometry test for val rect-mode opt-in"
ed2d64b Fix failing unit tests and dataloader infinite loop
a9a2165 Rework UI onboarding CLI: secure-by-default launch, cleanup, banner help
aae4b65 Make CI run the real test suite and fix/triage dev test failures
bea6314 Make WEIGHTSLAB_CERTS_DIR the single source of truth for TLS/auth
e985a66 Keep a valid certs bind-mount in unsecured/--no-certs launches
6a09909 Add weightslab example start to run the bundled classification example
314c60c fix ui docker bridge and simplify certs
f40792f add torchmetrics deps for cls example
2e4778d fix onboarding certs issue and update doc and readme
912c03c Fix certs issues and related utests
af6846c Fix certs issues; change cls config; and fix issues with hist and age…
579d8cc Refactor wl examples syntax
0c7f1c0 fix permissions issues and docker v1
8695667 fix exec bits from exec files
12f5130 fix cmds tests
57c8313 Integrate 2d 3d point cloud detection usecase with Lidar (#199)
5432688 fix code quality
6ed796f fix code quality
0927cce Add missing source files skipped by data/ gitignore rule
1e23d37 Fix code quality issue
8076c25 fix utests
73fca0c Fix 4 ui_docker_bridge unit tests broken by --certs flag refactor
19f2f16 Exclude heavy blob columns from histogram/metadata sweeps
1bbd971 Python version tests in workflows
67f90a5 remove useless certs
8deb810 update gitignore and add debug print exc
e38c4f4 add docker initialization materials
72d682e fix logger prints format and spam
3b88c59 maximum resolution set to 360p by default
6c3e1d5 add auto start in examples
59a45bc Fix main process issues with windows and logs; and fix ultralytics in…
117bb4e remove useless dir
ff662f2 Disable the WatchDog; fix evaluate feature in nograd mode and no guar…
0bee476 Fix code quality issue
7b06e0f Fix UL issue with custom EMA and evaluation feature
58ce5ee Allow to run CI from custom branch with correct trigger flag in commit
4e84dc0 Fix pandas incompatible-dtype FutureWarning in dataframe merge/upsert
997e914 Add agent memory to repo for user
7698e20 fix prediction normalization issues
ee9d6e6 Fix ledgered parameters issues
61bc12a Fix new exp. hash after pause 4 the first time
eca9e25 [skip ci] fix parameters wrapping in examples
3751825 V1.3 UI optimization and new features (#214)

Thank you!

guillaume-byte

Assets 4

Dev Release v1.3.1-dev3 Pre-release

Pre-release

github-actions released this 07 Jul 09:30

v1.3.1-dev3

62076b8

╭─────────────────────────────────────────────────────────────────────────────────────────────────────╮
│                                                                                                     │
│  $$\      $$\           $$\           $$\         $$\               $$\                 $$\         │
│  $$ | $\  $$ |          \__|          $$ |        $$ |              $$ |                $$ |        │
│  $$ |$$$\ $$ | $$$$$$\  $$\  $$$$$$\  $$$$$$$\  $$$$$$\    $$$$$$$\ $$ |       $$$$$$\  $$$$$$$\    │
│  $$ $$ $$\$$ |$$  __$$\ $$ |$$  __$$\ $$  __$$\ \_$$  _|  $$  _____|$$ |       \____$$\ $$  __$$\   │
│  $$$$  _$$$$ |$$$$$$$$ |$$ |$$ /  $$ |$$ |  $$ |  $$ |    \$$$$$$\  $$ |       $$$$$$$ |$$ |  $$ |  │
│  $$$  / \$$$ |$$   ____|$$ |$$ |  $$ |$$ |  $$ |  $$ |$$\  \____$$\ $$ |      $$  __$$ |$$ |  $$ |  │
│  $$  /   \$$ |\$$$$$$$\ $$ |\$$$$$$$ |$$ |  $$ |  \$$$$  |$$$$$$$  |$$$$$$$$\ \$$$$$$$ |$$$$$$$  |  │
│  \__/     \__| \_______|\__| \____$$ |\__|  \__|   \____/ \_______/ \________| \_______|\_______/   │
│                             $$\   $$ |                                                              │
│                             \$$$$$$  |                                                              │
│                              \______/                                                               │
│                                                                                                     │
│                               Inspect - Edit - Evolve Neural Networks                               │
│                                                                                                     │
╰─── By GrayBx, vv1.3.1-dev3 ─────────────────────────────────────────────────────────────────────────╯

Weightslab

Welcome

Welcome to the v1.3.1-dev3 release of WeightsLab. This release was made with the idea to improve how you Inspect Data, Edit and Evolve Neural Networks, all by Graybx:

(no pull requests found since last release)

One platform. Unmatched flexibility. Ultimate control.
Make sure to install our last version on TestPyPI

Happy Training!

What's Changed precisely:

62076b8 Update CHANGELOG
e542169 Fix crash on empty detection labels in _process_sample_row
eac08ea Fix truncated hash reply
d55859e Update demo image and remove video link in README
b552dce Change demo reference to video link
aea0868 Add description for WeightsLab Studio demo
17b1104 Enhance README with demo image and content updates
2487578 Update heading from 'Connect' to 'Trace' training signals
6900e80 Clarify WeightsLab description in README
f2300f4 Enhance README with detailed project description
552713a Update project description in README.md
Update README (2)
06aff46 Revise star and early access call to action
f1ae7d7 Correct formatting in README.md
b9e06e9 Update README to streamline project description
b6d466c Remove Docker Compose badge from Quickstart section
c467d58 Fix release test job
8d03c6a Update CHANGELOG
aac05ca Bug fix v1.3.0 (#232)

Thank you!

AlexGrayBox
Guillaume
GuillaumePELLUET
Luigi d'Ovidio

Assets 4

Dev Release v1.3.1-dev2 Pre-release

Pre-release

github-actions released this 06 Jul 16:45

v1.3.1-dev2

724b94e

╭─────────────────────────────────────────────────────────────────────────────────────────────────────╮
│                                                                                                     │
│  $$\      $$\           $$\           $$\         $$\               $$\                 $$\         │
│  $$ | $\  $$ |          \__|          $$ |        $$ |              $$ |                $$ |        │
│  $$ |$$$\ $$ | $$$$$$\  $$\  $$$$$$\  $$$$$$$\  $$$$$$\    $$$$$$$\ $$ |       $$$$$$\  $$$$$$$\    │
│  $$ $$ $$\$$ |$$  __$$\ $$ |$$  __$$\ $$  __$$\ \_$$  _|  $$  _____|$$ |       \____$$\ $$  __$$\   │
│  $$$$  _$$$$ |$$$$$$$$ |$$ |$$ /  $$ |$$ |  $$ |  $$ |    \$$$$$$\  $$ |       $$$$$$$ |$$ |  $$ |  │
│  $$$  / \$$$ |$$   ____|$$ |$$ |  $$ |$$ |  $$ |  $$ |$$\  \____$$\ $$ |      $$  __$$ |$$ |  $$ |  │
│  $$  /   \$$ |\$$$$$$$\ $$ |\$$$$$$$ |$$ |  $$ |  \$$$$  |$$$$$$$  |$$$$$$$$\ \$$$$$$$ |$$$$$$$  |  │
│  \__/     \__| \_______|\__| \____$$ |\__|  \__|   \____/ \_______/ \________| \_______|\_______/   │
│                             $$\   $$ |                                                              │
│                             \$$$$$$  |                                                              │
│                              \______/                                                               │
│                                                                                                     │
│                               Inspect - Edit - Evolve Neural Networks                               │
│                                                                                                     │
╰─── By GrayBx, vv1.3.1-dev2 ─────────────────────────────────────────────────────────────────────────╯

Weightslab

Welcome

Welcome to the v1.3.1-dev2 release of WeightsLab. This release was made with the idea to improve how you Inspect Data, Edit and Evolve Neural Networks, all by Graybx:

(no pull requests found since last release)

One platform. Unmatched flexibility. Ultimate control.
Make sure to install our last version on TestPyPI

Happy Training!

What's Changed precisely:

724b94e Bundle docker/ and examples/ inside the weightslab package

Thank you!

GuillaumePELLUET

Assets 4

Dev Release v1.3.1-dev1 Pre-release

Pre-release

github-actions released this 06 Jul 16:06

v1.3.1-dev1

3f4289f

╭─────────────────────────────────────────────────────────────────────────────────────────────────────╮
│                                                                                                     │
│  $$\      $$\           $$\           $$\         $$\               $$\                 $$\         │
│  $$ | $\  $$ |          \__|          $$ |        $$ |              $$ |                $$ |        │
│  $$ |$$$\ $$ | $$$$$$\  $$\  $$$$$$\  $$$$$$$\  $$$$$$\    $$$$$$$\ $$ |       $$$$$$\  $$$$$$$\    │
│  $$ $$ $$\$$ |$$  __$$\ $$ |$$  __$$\ $$  __$$\ \_$$  _|  $$  _____|$$ |       \____$$\ $$  __$$\   │
│  $$$$  _$$$$ |$$$$$$$$ |$$ |$$ /  $$ |$$ |  $$ |  $$ |    \$$$$$$\  $$ |       $$$$$$$ |$$ |  $$ |  │
│  $$$  / \$$$ |$$   ____|$$ |$$ |  $$ |$$ |  $$ |  $$ |$$\  \____$$\ $$ |      $$  __$$ |$$ |  $$ |  │
│  $$  /   \$$ |\$$$$$$$\ $$ |\$$$$$$$ |$$ |  $$ |  \$$$$  |$$$$$$$  |$$$$$$$$\ \$$$$$$$ |$$$$$$$  |  │
│  \__/     \__| \_______|\__| \____$$ |\__|  \__|   \____/ \_______/ \________| \_______|\_______/   │
│                             $$\   $$ |                                                              │
│                             \$$$$$$  |                                                              │
│                              \______/                                                               │
│                                                                                                     │
│                               Inspect - Edit - Evolve Neural Networks                               │
│                                                                                                     │
╰─── By GrayBx, vv1.3.1-dev1 ─────────────────────────────────────────────────────────────────────────╯

Weightslab

Welcome

Welcome to the v1.3.1-dev1 release of WeightsLab. This release was made with the idea to improve how you Inspect Data, Edit and Evolve Neural Networks, all by Graybx:

(no pull requests found since last release)

One platform. Unmatched flexibility. Ultimate control.
Make sure to install our last version on TestPyPI

Happy Training!

What's Changed precisely:

3f4289f Update CHANGELOG
fb8e0b7 Fix version resolver from pypi version / git tag
19f93a2 docs: document watch_or_edit signal wrapping (logger + user functions)
8c57820 Release CI: publish dev pre-releases from dev-branch 'dev' tags
c05a5b8 add weightslab ui launch args to image repo and version, and fix certs bug
ff91626 Add user commands in doc

Thank you!

GuillaumePELLUET

Assets 4

Release v1.3.0

github-actions released this 29 Jun 10:10

v1.3.0

c467d58

Weightslab

Welcome

Welcome to the v1.3.0 release of WeightsLab. This release was made with the idea to improve how you Inspect Data, Edit and Evolve Neural Networks, all by Graybx:

(no pull requests found since last release)

One platform. Unmatched flexibility. Ultimate control.
Make sure to install our last version on PyPI

Happy Training!

What's Changed precisely:

c467d58 Fix release test job
8d03c6a Update CHANGELOG
aac05ca Bug fix v1.3.0 (#232)
5a7975c Update CHANGELOG
309e5cf v1.3 (#231)
027a365 Update README.md - Remove decimal docker version
76d17ff Remove v2 recommanded
a3d9359 Improve README clarity and punctuation
37dd853 Fix formatting in README.md
0a68695 Fix formatting in README for star and early access section
bdf397d Update README to include early access invitation
6041239 Update README.md
3a4ff1b Update README.md
694eb9e Update README.md
7051a36 Update README.md
bc031ca Update README.md
c4e2e81 Update README.md
f200052 Update README.md
34e6f92 Update README.md
795b76f Update README.md
97d7d7a Update README.md (#219)
82da883 Update README.md
b6597a4 Update README.md
6cd4ca4 Update README.md (#218)
ba416a4 Update README.md (#217)

Thank you!

AlexGrayBox
Guillaume
GuillaumePELLUET
Luigi d'Ovidio

Assets 4

Dev Release v1.3.0-dev0 Pre-release

Pre-release

github-actions released this 29 Jun 12:38

v1.3.0-dev0

919bf93

Weightslab

Welcome

Welcome to the v1.3.0-dev0 release of WeightsLab. This release was made with the idea to improve how you Inspect Data, Edit and Evolve Neural Networks, all by Graybx:

(no pull requests found since last release)

One platform. Unmatched flexibility. Ultimate control.
Make sure to install our last version on TestPyPI

Happy Training!

What's Changed precisely:

919bf93 Change logger msg if docker not installed to be more visible
8d3a573 Fix categorical upsert failing when origin column has new value
1a0f78e add log for user
3751825 V1.3 UI optimization and new features (#214)
eca9e25 [skip ci] fix parameters wrapping in examples
61bc12a Fix new exp. hash after pause 4 the first time
ee9d6e6 Fix ledgered parameters issues
7698e20 fix prediction normalization issues
997e914 Add agent memory to repo for user
4e84dc0 Fix pandas incompatible-dtype FutureWarning in dataframe merge/upsert
58ce5ee Allow to run CI from custom branch with correct trigger flag in commit
7b06e0f Fix UL issue with custom EMA and evaluation feature
0bee476 Fix code quality issue
ff662f2 Disable the WatchDog; fix evaluate feature in nograd mode and no guards also; and remove dump model architecture for now
117bb4e remove useless dir
59a45bc Fix main process issues with windows and logs; and fix ultralytics integration issues with evaluation mode
6c3e1d5 add auto start in examples
3b88c59 maximum resolution set to 360p by default
72d682e fix logger prints format and spam
e38c4f4 add docker initialization materials
8deb810 update gitignore and add debug print exc
67f90a5 remove useless certs
1bbd971 Python version tests in workflows
19f2f16 Exclude heavy blob columns from histogram/metadata sweeps
73fca0c Fix 4 ui_docker_bridge unit tests broken by --certs flag refactor

Thank you!

AlexGrayBox
Alexandru Rotaru
Guillaume
GuillaumePELLUET

Assets 4

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