{"library":"pynndescent","type":"library","category":null,"description":"PyNNDescent is a Python library that provides a fast and flexible implementation of Nearest Neighbor Descent for approximate nearest neighbor search and k-neighbor-graph construction. It supports a wide variety of distance metrics, sparse matrix inputs, and integrates with Scikit-learn. The current version is 0.6.0, and it maintains a regular release cadence with several minor patches and updates throughout the year.","language":"python","status":"active","version":"0.6.0","tags":["nearest neighbors","machine learning","similarity search","approximate nearest neighbors","graph algorithm"],"install":[{"cmd":"pip install pynndescent","imports":["from pynndescent import NNDescent","from pynndescent import PyNNDescentTransformer"]}],"homepage":null,"github":"http://github.com/lmcinnes/pynndescent","docs":null,"changelog":null,"pypi":"https://pypi.org/project/pynndescent/","npm":null,"openapi_spec":null,"status_page":null,"smithery":null,"compatibility":{"summary":{"python_range":"3.10–3.9","success_rate":50,"avg_install_s":12.8,"avg_import_s":37.15,"wheel_type":"wheel"},"url":"https://checklist.day/v1/registry/pynndescent/compatibility"},"provenance":{"verified_status":"passing","verified_at":"Sun Jun 28","last_verified":"Sun Jun 28","next_check":"Tue Jul 28","install_tag":null}}