{"library":"lightfm","type":"library","category":null,"description":"LightFM is a Python implementation of the LightFM hybrid recommendation algorithm, combining collaborative and content-based filtering. Current version is 1.17. Release cadence is irregular.","language":"python","status":"active","version":"1.17","tags":["recommender-system","collaborative-filtering","matrix-factorization"],"last_verified":"Sun Jun 07","install":[{"cmd":"pip install lightfm","imports":["from lightfm import LightFM","from lightfm.cross_validation import cross_validate","from lightfm.evaluation import precision_at_k","from lightfm.evaluation import recall_at_k","from lightfm.evaluation import auc_score"]}],"homepage":"https://github.com/lyst/lightfm","github":"https://github.com/lyst/lightfm","docs":null,"changelog":null,"pypi":null,"npm":null,"openapi_spec":null,"status_page":null,"smithery":null,"compatibility":null}