{"library":"floret","type":"library","category":null,"description":"Floret is an actively maintained Python library by Explosion (makers of spaCy) that provides compact, full-coverage word vectors using Bloom embeddings, extending the functionalities of fastText. It aims to reduce the size of vector tables significantly while maintaining performance, especially for morphologically rich languages and handling out-of-vocabulary words. The current version is 0.10.5, with a release cadence driven by Python version support and new features for its training functionalities.","language":"python","status":"active","version":"0.10.5","tags":["NLP","embeddings","fastText","spaCy","machine learning","vectors","subword","bloom filters"],"install":[{"cmd":"pip install floret","imports":["import floret"]}],"homepage":null,"github":"https://github.com/explosion/floret","docs":null,"changelog":null,"pypi":"https://pypi.org/project/floret/","npm":null,"openapi_spec":null,"status_page":null,"smithery":null,"compatibility":{"summary":{"python_range":"3.10–3.9","success_rate":40,"avg_install_s":3.7,"avg_import_s":0.29,"wheel_type":"wheel"},"url":"https://checklist.day/v1/registry/floret/compatibility"},"provenance":{"verified_status":"passing","verified_at":"Sun Jun 28","last_verified":"Sun Jun 28","next_check":"Tue Jul 28","install_tag":null}}