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Release 0.4.0 - #368

Merged

neuromechanist merged 69 commits into

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dev

Sep 24, 2026

Commits on Aug 25, 2026
- Phase 1: MLX transform and save/load (#305)
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Commits on Sep 1, 2026
- Merge main into dev after v0.3.3
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- Bump version to 0.3.4.dev0
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- Pin the 0.00s guard contract, not host speed (#309)
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- Bump version to 0.3.4.dev1
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- Phase 2: MLX keep_best (#310)
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- Merge dev into epic: v0.3.3 sync and the #309 flake fix
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- Phase 3: MLX rejection, LLt, export, MIR (#311)
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- Epic polish: audit fixes (#316)
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- Set stop_reason before every mid-loop invariant raise
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- Roll back _logdet_W/_lgamma_table on a keep_best restore
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- Stop MIR waypoint flood on a deterministic ValueError
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- Validate all float _PARAM_ARRAYS on load, not just the int ones
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- Reject max_iter < 1 at fit entry (torch, MLX)
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- Wrap good_idx/numrej restore in the named malformed-state pattern
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- Test mir_history_ survives best-of-N restarts, winner not last
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- Reject max_iter < 1 at fit entry on AMICA_NumPy too
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- Add kitchen-sink lifecycle test across every MLX feature
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- Test share_comps x export and share_comps x mir on a merged model
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- Extend fit-noop param comparison to all 12 _PARAM_ARRAYS
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  68ec6a0
- Fix max_iter=0 LLt-stash tests broken by item-5 validation
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  f79ebc6
- Name variance_order/polish round in epic-completion claims
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- Fix stale torch_impl line-number citations in mlx core.py
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  efd6c8d
- Add variance_order to MLX backend accessor list
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- Clarify rejection is 3-backend and the degenerate-fit guard's scope
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- Document the call-counting-spy sanctioned test pattern
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- Note keep_best now also covers AMICAMLXNG in ADR 0003
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- Merge pull request #318 from sccn/feature/issue-278-epic-mlx-parity
  neuromechanist
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  6a3b038
- Bump version to 0.3.4.dev2
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- Surface MLX feature parity in user-facing docs (#321)
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- Bump version to 0.3.4.dev3
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Commits on Sep 22, 2026
- Add epic #324 plan of record
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- Restore the PCA residual in AMICAICA.apply (#325)
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- Bump version to 0.3.4.dev4
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- Phase 1: shared pcakeep/pcadb policy and MLX support (#326)
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- Phase 3: shared params-file reader for every backend (#327)
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- Merge dev into epic #324 (PR #325 residual restoration)
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Commits on Sep 23, 2026
- Phase 5: guard raw backend accessors (#329)
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- Phase 4: backend selection in AMICA and AMICAICA (#330)
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- Add phases 7-9 to epic #324 plan
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- Phase 6: end-to-end validation across backends (#332)
  
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  github-actions[bot]
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- Rebuild paper.pdf
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- Phase 10: write the sphere column-major (#337)
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- Phase 7: normalize component rows in doscaling (#340)
  
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- Phase 9: align iteration-schedule gates with the reference (#338)
  
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- Phase 8: store components as rows and fix sharing (#342)
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- Phase 14: reject unknown NumPy options (#347)
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- Phase 11: follow the reference's iteration order (#348)
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- Phase 13: use the reference's single-precision constants (#349)
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- Phase 12: normalize the drawn initial mixing matrix (#350)
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- Phase 16: audit the documentation against the epic (#353)
  
  neuromechanist
  and
  github-actions[bot]
  authored
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- Rebuild paper.pdf
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Commits on Sep 24, 2026
- Phase 17: unify the defaults across entry points (#355)
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- Phase 15: re-measure parity under the finished epic (#356)
  
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  github-actions[bot]
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- Rebuild paper.pdf
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- Credit the Research Skills plugins in the paper's AI disclosure
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- Skip the Python CI jobs when no code changes
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- Add changelog entries for the paper credit and CI filters
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- Name the project plugin's design workflow and link Research Skills
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- Match the Research Skills citation to its CITATION.cff
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- Merge epic #324: first-class MLX and reference-faithful fitting (#364)
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- Bump version to 0.3.4.dev5
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- Rebase the rebuilt paper.pdf before pushing (#365)
  neuromechanist
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- Bump version to 0.3.4.dev6
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- Rebuild paper.pdf
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- Tie release notes, rules and CI to the changelog (#366)
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- Bump version to 0.3.4.dev7
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- Prepare the 0.4.0 release (#367)
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- Bump version to 0.4.0.dev1
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  committed
  56ab226

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