doc: Fix docstrings/comment in TemporalSAE#702
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Pull request overview
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Updates TemporalSAE encoding documentation to clearly distinguish between novel and context-predicted codes, and adds an explicit docstring for the encode() override.
Changes:
- Clarified
encode_with_predictions()docstring to document the(z_novel, z_pred)tuple return. - Updated the return comment to reflect returning both novel and predicted codes.
- Added a docstring to
encode()describing that it returns only novel (sparse) codes.
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make check-cito check format and linting. (you can runmake formatto format code if needed.)