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── 99005 repos indexed ── | filtered by tag: #deductive-reasoning
google-deepmind/alphageometry ★ 4880 572 DATA_RESEARCH

This repository reproduces the AlphaGeometry system (DD+AR and neural language model) from the Nature 2024 paper on automated theorem proving for olympiad-level geometry. It combines a symbolic deduction engine (DD) with algebraic reasoning (AR) and a transformer-based language model that suggests auxiliary constructions. The codebase includes problem files in a custom DSL, a large set of deduction rules, and a 150M-parameter transformer model. While not a production application, it provides a well-structured research codebase with clean module separation, comprehensive unit tests, and several reusable components such as a generic beam search implementation, algebraic reasoning tables, and proof traceback utilities. The repository is somewhat stale (last updated in 2023) and has many open issues; dependency pinning is strict but external dependencies like Meliad and a model checkpoint introduce reproducibility risks.

RATING: 6.4/10 REPRO: 6.5/10 MAINT: stale DRIFT: high
▸ 2 reusable components found
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