chore(cl): remove EWC — not yet validated, dropping until results land#21
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miya-mizumitsuha wants to merge 1 commit into
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chore(cl): remove EWC — not yet validated, dropping until results land#21miya-mizumitsuha wants to merge 1 commit into
miya-mizumitsuha wants to merge 1 commit into
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EWC was scaffolded as part of the original pluggable CL algorithm family but never produced paper-grade results across a meaningful λ sweep on QwenGR00T-3B × LIBERO-Goal. Rather than ship an under-tested method under the same banner as ER / MIR, we remove it from the public surface until a working configuration is found and re-introduce it then. Changes: - Delete `algorithms/regularization_based/` (only contained EWC) along with the empty package itself. - Drop the `ewc` branch in `build_cl_algorithm`, the EWC re-export from `continual_learning/__init__.py` + `algorithms/__init__.py`, and the EWC entry in the algorithm registry docstrings. - Strip EWC mentions from `train.py` comments, `base.py` docstrings, the docs quickstart page, and the run_continual_learning_scripts README (algorithm tree, hook-protocol table). Result: ER and MIR remain the two shipped, validated CL algorithms.
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EWC was scaffolded as part of the original pluggable CL algorithm family but never produced paper-grade results across a meaningful λ sweep on QwenGR00T-3B × LIBERO-Goal. Rather than ship an under-tested method under the same banner as ER / MIR, we remove it from the public surface until a working configuration is found and re-introduce it then.
Changes:
algorithms/regularization_based/(only contained EWC) along with the empty package itself.ewcbranch inbuild_cl_algorithm, the EWC re-export fromcontinual_learning/__init__.py+algorithms/__init__.py, and the EWC entry in the algorithm registry docstrings.train.pycomments,base.pydocstrings, the docs quickstart page, and the run_continual_learning_scripts README (algorithm tree, hook-protocol table).Result: ER and MIR remain the two shipped, validated CL algorithms.