{"library":"pyod","type":"library","category":null,"description":"PyOD is a comprehensive and scalable Python library for outlier detection (anomaly detection), offering over 50 detection models. It provides a unified API, making it easy to use and compare various algorithms. The library is currently at version 2.1.0, with frequent minor releases addressing compatibility and adding new features, including recent advancements in multi-modal anomaly detection using foundation model embeddings.","language":"python","status":"active","version":"2.1.0","tags":["anomaly-detection","outlier-detection","machine-learning","deep-learning","pytorch","embeddings","nlp","computer-vision"],"install":[{"cmd":"pip install pyod","imports":["from pyod.models.knn import KNN","from pyod.utils.data import generate_data","from pyod.models.embedding_od import EmbeddingOD"]},{"cmd":"pip install pyod[text,image]","imports":[]}],"homepage":null,"github":"https://github.com/yzhao062/pyod","docs":"https://pyod.readthedocs.io","changelog":"https://github.com/yzhao062/pyod/blob/development/CHANGES.txt","pypi":"https://pypi.org/project/pyod/","npm":null,"openapi_spec":null,"status_page":null,"smithery":null,"compatibility":{"summary":{"python_range":"3.10–3.9","success_rate":50,"avg_install_s":17.2,"avg_import_s":4.85,"wheel_type":"wheel"},"url":"https://checklist.day/v1/registry/pyod/compatibility"},"provenance":{"verified_status":"passing","verified_at":"Sun Jun 28","last_verified":"Sun Jun 28","next_check":"Tue Jul 28","install_tag":null}}