Release v1.0.0

v1.0.0

This introduces major and potentially breaking changes to the API.
Please see the migration guide in the README for details.

API

• API: awesome_cossim_topn is superseded with sp_matmul_topn.

• API: awesome_cossim_topn has been deprecated and will be removed in a future version.

• API: ntop parameter has been renamed to topn

• API: lower_bound parameter has been renamed to threshold

• API: use_threads and n_jobs parameters have been combined into n_threads

• API: return_best_ntop parameter has been removed

• API: test_nnz_max parameter has been removed

• API: default parameter value for threshold changed from 0.0 to None (disabled)

• API: default parameter value for sort changed to False

• ENH: Add support for 32 and 64bit integers

• BLD: Add support for CPython 3.12

Internal

• BLD: Switch to pyproject.toml based setup (scikit-build-core)
• FIX: [C++] Resolve unneeded memory allocation that solved hidden buffer-overrun in multithreaded implementation
• BLD: [C++] Switch to Nanobind bindings
• CHG: [C++] Switch to OpenMP for multithreading
• ENH: [C++] Use MaxHeap to collect top-n results over vector of candidates

Full Changelog: v0.3.6...v1.0.0