Bm25s

In this release, we add the Tokenizer class. Please see readme section on tokenization and `examples/tokenizer_class.py` for more details.

This is the final version of the numba improvements:

* Refactor retrieval to make it faster to run in numba mode by xhluca in https://github.com/xhluca/bm25s/pull/47


**Full Changelog**: https://github.com/xhluca/bm25s/compare/data...0.2.0rc7

data
This contains data useful for bm25s. Among other things, it contains the original zip file from the BEIR dataset.

PLEASE IGNORE THE SOURCE CODE OF THIS RELEASE. THE DATA MAY CHANGE AT ANY TIME, IT IS NOT VERSIONED.

By downloading data from this release, you acknowledge and accept the [license of the BEIR dataset](https://github.com/beir-cellar/beir/blob/main/LICENSE), as well as the terms of use of the respective dataset. You can find the ToUs in the original homepages of the respective datasets, which you can find [here](https://github.com/beir-cellar/beir/wiki/Datasets-available#beers-available-datasets).

Speeding up retrieval with numba, and new stopwords

[🔈 Discussions](https://github.com/xhluca/bm25s/discussions/46)

This is a pretty exciting pre-release! It is a major new feature for the v0.2.0 that will come out. I hope you get to try this and share your thoughts in the discussions!

What's Changed
* Add numba integration to allow for faster scoring and retrieval by xhluca in https://github.com/xhluca/bm25s/pull/41
* Add stopwords for 10 new languages by bm777 in https://github.com/xhluca/bm25s/pull/33
* Add type hint for `texts` argument in `tokenize` function and replace `time.time() with `time.monotonic()` by dantetemplar in https://github.com/xhluca/bm25s/pull/44

New Contributors
* bm777 made their first contribution in https://github.com/xhluca/bm25s/pull/33
* dantetemplar made their first contribution in https://github.com/xhluca/bm25s/pull/44

**Full Changelog**: https://github.com/xhluca/bm25s/compare/0.1.10...0.2.0rc6

**Full Changelog**: https://github.com/xhluca/bm25s/compare/0.2.0rc3...0.2.0rc5

Update

- Add bibtex to the auto-generated readme for huggingface

**Full Changelog**: https://github.com/xhluca/bm25s/compare/0.1.9...0.1.10

Fix

- Allow retrieve() to take a tuple as input
- Add advanced type check for retrieve
- Add link to technical report when pushing to huggingface