Simsimd

[2.3.1](https://github.com/ashvardanian/SimSIMD/compare/v2.3.0...v2.3.1) (2023-10-09)


Make

* `build-system` flag ([641aedc](https://github.com/ashvardanian/SimSIMD/commit/641aedcfb9f6471fa4d81d71c60ceb0c084ca318))

[2.3.0](https://github.com/ashvardanian/SimSIMD/compare/v2.2.0...v2.3.0) (2023-10-09)


Add

* Backup for compilers without `half` support ([a88f684](https://github.com/ashvardanian/SimSIMD/commit/a88f6848d830069f3e2a733119b90b1448b9b0c3))

[2.2.0](https://github.com/ashvardanian/SimSIMD/compare/v2.1.2...v2.2.0) (2023-10-09)


Add

* `__version__` package attribute ([1938054](https://github.com/ashvardanian/SimSIMD/commit/19380545d8ba2634e061eaa1b792a3cfa80bd08e))

Fix

* Compile time `__version__` definition ([e3c93ac](https://github.com/ashvardanian/SimSIMD/commit/e3c93ac327d79c4b05853da5dd586933661e4f4b))

Make

* Avoid `__asm__ __volatile__` on Windows ([a059439](https://github.com/ashvardanian/SimSIMD/commit/a059439ed187d5af563a3d8c5c34c52e9b30b6af))
* Multi-arch tests ([0d77bb3](https://github.com/ashvardanian/SimSIMD/commit/0d77bb33dbf255c8976f085e5b1aa14c54205f40))
* Patch Windows ([2c729fe](https://github.com/ashvardanian/SimSIMD/commit/2c729fefca4c4e38e6de90ee90f7a1e554c0e25f))
* Simplify MinGW setup ([77cbd82](https://github.com/ashvardanian/SimSIMD/commit/77cbd82fe8ac55954b08d7b108654c80abcb7721))
* Support more OS and Python versions ([0b18fbe](https://github.com/ashvardanian/SimSIMD/commit/0b18fbecbca2dc915e555172d9bd286b4c05854a))

[2.1.2](https://github.com/ashvardanian/SimSIMD/compare/v2.1.1...v2.1.2) (2023-10-08)


Make

* Use default compiler on MacOS ([76a5909](https://github.com/ashvardanian/SimSIMD/commit/76a590995b0cdc5f503fb269a79f22bb7a704fa9))

[2.1.1](https://github.com/ashvardanian/SimSIMD/compare/v2.1.0...v2.1.1) (2023-10-08)


Docs

* Mention benchmarking script ([20ad116](https://github.com/ashvardanian/SimSIMD/commit/20ad1165ed99af6a24aab0d5aaa5b531ed07a536))
* More links ([f185078](https://github.com/ashvardanian/SimSIMD/commit/f185078313caa914576e77dafc1d44b31dbfd84e))

Fix

* Division by zero in cosine distance ([c7e7fda](https://github.com/ashvardanian/SimSIMD/commit/c7e7fda986b0028977bdbf32008f517c36f2b995))

[2.1.0](https://github.com/ashvardanian/SimSIMD/compare/v2.0.4...v2.1.0) (2023-10-07)


Add

* `bench.py` and expose Hamming and Jaccard ([8fad89f](https://github.com/ashvardanian/SimSIMD/commit/8fad89f649558abf11fcbab3a28ed6a7b99723c6))
* AVX-512 backend for `f32` ([4d40999](https://github.com/ashvardanian/SimSIMD/commit/4d409994706e3baf8e1a5bffa592664fbff015c8))
* CLI arguments to benchmarks ([8a2b2d7](https://github.com/ashvardanian/SimSIMD/commit/8a2b2d7196b89f254c945ed3961be5a980d3d45c))
* Comparison with BLAS ([36771d0](https://github.com/ashvardanian/SimSIMD/commit/36771d0ee657c141537aec4b4e1d149707fe2750))
* Hamming and Jaccard distances ([3f6b94e](https://github.com/ashvardanian/SimSIMD/commit/3f6b94e57af956aac2029ed5f2ccb52ab344ce2e))

Docs

* Mark next milestone ([aec9aa8](https://github.com/ashvardanian/SimSIMD/commit/aec9aa836e481bc33185061a743207938455ef94))
* Mention bitwise metrics ([dc5e0af](https://github.com/ashvardanian/SimSIMD/commit/dc5e0af9a2f939a04cef10eaf02419fa0ca21dea))

Fix

* `_Float16` compilation issue ([3847b30](https://github.com/ashvardanian/SimSIMD/commit/3847b305655fb504aee666548e61e275a64e4183))
* `_Float16` support on x86 + GCC ([10517ee](https://github.com/ashvardanian/SimSIMD/commit/10517ee330338e3248911f9b157dad74564bbe78))
* Check for `avx512vpopcntdq` capability ([8724f9e](https://github.com/ashvardanian/SimSIMD/commit/8724f9ee399ee61f6100e554e326fe36afc6b5b8))
* Division by zero in Jaccard ([21b5243](https://github.com/ashvardanian/SimSIMD/commit/21b52431c72bc1e0dba56bacd6514cfea3027408))
* Missing `sqrt` include ([630234c](https://github.com/ashvardanian/SimSIMD/commit/630234c41d1975276b3f4ab06c227f7e59c194e8))
* Normalize `avx512_f32_ip` ([7ff54ca](https://github.com/ashvardanian/SimSIMD/commit/7ff54cadb7eb5bb00dafa499a5670d1ea4a358d2))
* Normalize `simsimd_sve_f16_l2sq` ([02c6cfd](https://github.com/ashvardanian/SimSIMD/commit/02c6cfd2f8759ccb1a1bac9b7e64b3d0f5cca2d7))

Improve

* Expose binary metrics ([9c001e1](https://github.com/ashvardanian/SimSIMD/commit/9c001e1da69bc98790a47ddf5c712a66917c3b89))
* Repeated fuzzy PyTests ([2c9aa62](https://github.com/ashvardanian/SimSIMD/commit/2c9aa62693d5fd1dba0eef29fea98d5ab78d8a29))
* Simpler control-flow for SVE loops ([8d178af](https://github.com/ashvardanian/SimSIMD/commit/8d178afbe81bf1ae19efc18322f43cd9f34f5601))

Make

* `avx512bw` flag for `i8` spatial distances ([ecbb987](https://github.com/ashvardanian/SimSIMD/commit/ecbb987eab636a3e815452a34d4f2a6339c4fe6e))
* `pytest-repeat` test dependency ([6dbe041](https://github.com/ashvardanian/SimSIMD/commit/6dbe041dc0107fd973e598861fb631c6eae91e8d))

Test

* Normalize before dot product ([2047d9f](https://github.com/ashvardanian/SimSIMD/commit/2047d9fcf19efa3d13424f8d6ab2622441e538dd))