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Feature/create refactored surrogate training#30

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szvsw wants to merge 51 commits intomainfrom
feature/create-refactored-surrogate-training
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Feature/create refactored surrogate training#30
szvsw wants to merge 51 commits intomainfrom
feature/create-refactored-surrogate-training

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@szvsw szvsw commented Mar 9, 2026

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@szvsw szvsw force-pushed the feature/create-refactored-surrogate-training branch from 3ec461a to b47bccc Compare March 26, 2026 22:56
szvsw and others added 17 commits March 27, 2026 12:03
…rove layout residual blocks (#33)

* Refactor NN residual blocks to fixed pre-norm behavior

Co-authored-by: Sam Wolk <szvsw@users.noreply.github.com>

* Drop skip_mode compatibility from NN config

Co-authored-by: Sam Wolk <szvsw@users.noreply.github.com>

* get rid of nn backend tests

* use standard double layer net

* use a single layer again and add some loss smoothing to logs

* add support for linear/quadratic regression and initial batch norm

* add some memory management to nn backend

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Co-authored-by: Cursor Agent <cursoragent@cursor.com>
Co-authored-by: Sam Wolk <szvsw@users.noreply.github.com>
* Add configurable continuous feature encoding

Co-authored-by: Sam Wolk <szvsw@users.noreply.github.com>

* Rename continuous encoding option to standard

Co-authored-by: Sam Wolk <szvsw@users.noreply.github.com>

* allow setting no input transform

---------

Co-authored-by: Cursor Agent <cursoragent@cursor.com>
Co-authored-by: Sam Wolk <szvsw@users.noreply.github.com>
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