Benchmarks of approximate nearest neighbor libraries in Python
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Back-end Developer Contributions:259 commits, 3 PRs, 16 comments in 2 years 4 months
Contributions summary:Alexander primarily contributed to the core functionality of the ann-benchmarks project by implementing and integrating new approximate nearest neighbor algorithms. They added a class for testing the locality_sensitive::filtering strategy, expanded support for various dataset formats, and enhanced the BruteForceBLAS class to include Hamming distance calculations. The user's work included modifying the main program's dataset loading and query processing procedures.
nearest-neighbor-searchpythonnearest-neighborsbenchmarkdocker
The Rocq Prover is an interactive theorem prover, or proof assistant. It provides a formal language to write mathematical definitions, executable algorithms and theorems together with an environment for semi-interactive development of machine-checked proofs.
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Back-end Developer Contributions:6 commits, 2 PRs in 3 months
Contributions summary:Alexander primarily focused on modifying core components and internal mechanisms of the Rocq theorem prover. Their contributions included refactoring type definitions within the `program_info` structure using the ephemeron mechanism and extending STM functionality. They introduced functions for saving and restoring the STM's internal state, essential for new transaction implementation. Further work exposes the length of TQueues and allows for saving tasks during a TQueue clear operation, alongside workarounds for debugging output to avoid dot crashes.
proof-assistantcoqtheorem-provingdependent-types