{"library":"ydf","type":"library","category":null,"description":"YDF (short for Yggdrasil Decision Forests) is a library for training, serving, evaluating, and analyzing decision forest models such as Random Forest and Gradient Boosted Trees. It acts as a lightweight, efficient wrapper around the C++ Yggdrasil Decision Forests library. YDF is the official successor to TensorFlow Decision Forests (TF-DF) and is recommended for new projects due to its superior performance and features. It is actively developed with frequent releases.","language":"python","status":"active","version":"0.16.1","tags":["machine learning","decision forests","random forest","gradient boosting","classification","regression","ranking","model interpretation"],"last_verified":"Mon May 25","install":[{"cmd":"pip install ydf -U","imports":["import ydf","import ydf\nmodel = ydf.GradientBoostedTreesLearner(...)"]}],"homepage":null,"github":"https://github.com/google/yggdrasil-decision-forests","docs":"https://ydf.readthedocs.io/","changelog":null,"pypi":"https://pypi.org/project/ydf/","npm":null,"openapi_spec":null,"status_page":null,"smithery":null,"compatibility":{"summary":{"python_range":"3.10–3.9","success_rate":50,"avg_install_s":4.9,"avg_import_s":0.65,"wheel_type":"wheel"},"url":"https://checklist.day/v1/registry/ydf/compatibility"}}