gathers 0.3.0

Clustering algorithms.
Documentation 
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# gathers

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Clustering algorithm implementation:

- [x] K-means
- [x] PyO3 binding
- [x] RaBitQ assignment
- [x] Parallel with Rayon
- [ ] mini batch K-means
- [ ] Hierarchical K-means