Release v2.0.2

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│                               Inspect - Edit - Evolve Neural Networks                               │
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╰─── By GrayBx, v2.0.2 ───────────────────────────────────────────────────────────────────────────────╯

Weightslab

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Welcome

Welcome to the v2.0.2 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 #306: ## Summary - Improve experiment-view synchronization to operate incrementally instead of rebuilding the full dataset. - Reduce H5 update overhead and lock duration for large experiments. - Improve error reporting for failed synchronization and view-building operations. - Prevent training logs and tqdm output from appearing in unrelated notebook cells. - Fix communication issues caused by process-wide stdout/stderr redirection. - Fix the 'weightslab se' command for certificate generation. - Also include a...
• PR #287: ## Summary - add a versioned, JSON-serializable model graph and per-layer/per-neuron inspection API - add validated dependency-aware helpers for add, prune, freeze, unfreeze, reset, and perturb operations - make freeze/unfreeze idempotent at the public API boundary - document the model graph ontology, dependency types, and editing workflow - add regression coverage for graph serialization, live structural edits, frozen state, and invalid targets ## Why Issue #267 identifies the existing modelling impleme...

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

Happy Training!

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What's Changed precisely:

#306 v2.0.2 - Improve large experiment view performance and output isolation

• 83aefda Feat/vendored opencode binary (#299)
• 454d039 Fix/v2.1 UI fixes (#300)
• 40ad072 fix CI core dumped
• 0ed0500 fix stucked CI
• 9e9820a Deselect scale tests from the fast CI job; cap test job at 15 minutes
• 4728db2 Update CHANGELOG - v2.0.1.dev0
• 328e46e refactor(examples): one import surface — import weightslab as wl
• 3c8c1b4 Resolve MConflicts And merge main to dev
• c25bd45 fix(notebook): keep the trainer's stdout out of notebook cell outputs…
• b0347d3 Interactivity on 100GB+ datasets: O(change) view sync and ledger writ…
• 0ab50a9 test: fix the four failures in the unit suite
• 5cd4920 Fix Ultralytics issue with v8.*
• a2b8902 test: fix the gRPC serve flake that failed CI with identical code
• caa1d74 fix(notebook): shut the embedded kernel down instead of aborting at exit
• e9f7f23 fix utest error
• 9927abc update cls example with basic CNN 1M parameters
• b2c23fa fix chkpt restoring from several root dirs
• 0b13524 fix cls example
• 21fcb4d se/start: OS-aware cert generation, certs dir fallback, CLI help + do…
• 9078eb3 logs: terminal/file split, survive dictConfig, tqdm mirror; rewind sa…
• 91495d4 Fix certs generation for encrypted communication
• 7ee87b8 Remove useless logs, redundant, and fix dataloader indexing related t…
• be170bf Update documentation
• bef1702 fix related utests with recent bugs fixed and changes
• 1fd1e9c fix dataloader pinmemory failing test
• 804d235 fix UI plots points budgets
• 476b927 fix test
• 2097c02 Fix pytest timeout, too short
• df74096 [skip ci] Fix Claude artefacts from doc and add quickstart migration
• cffe256 [skip ci] Comment auto start training for the examples

#287 Add public model graph and editing API

• 2b6d7a8 Add public modelling graph API [force ci]
• 94555e0 Reject untracked neuron freeze operations [force ci]
• 2210939 Add ViT model editing experiments [force ci]
• ec15733 Rename model editing experiment folder [force ci]
• 972d226 fix(examples): use public WeightsLab API

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Thank you!

• Vi-Sri
• guillaume-byte