reimplementation + new features#6
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penguinyou88 wants to merge 14 commits intoPaulsonLab:mainfrom
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penguinyou88
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Apr 13, 2026
penguinyou88
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- restructured codebase for better modularity, maintenance, better documentation etc
- fixed tiny bugs in the old codebase, added a unified FitResult class, added unit tests
- added L1/L2/Elastic-net support for faster screening and pruning to reduce feature space for screening of deeper features
- added placeholders for future features to add such as dynamic support, classification loss, etc
- Phase 1: Package restructure, namespace fixes, build tooling, tests - Phase 2: FitResult dataclass, max_features, input validation, scaling docs - Phase 3: O(n log n) Pareto, expand() memory fix, batched combinations - Bug fix: ^N operator support in single_variable() - Auto-detect GPU (device=None defaults to cuda if available) - Updated example notebooks
…eto front selection with convergence prioritization
Dev/newfeatures
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