{"library":"imbalance-xgboost","type":"library","category":null,"description":"Imbalance-XGBoost is a Python package that extends XGBoost with weighted and focal loss functions for label-imbalanced data. Current version 0.8.1 requires XGBoost >=1.1.1. Release cadence is sporadic; last release was June 2022.","language":"python","status":"maintenance","version":"0.8.1","tags":["xgboost","imbalanced-data","focal-loss","weighted-loss","machine-learning"],"last_verified":"Sat May 09","install":[{"cmd":"pip install imbalance-xgboost","imports":["from imxgboost import XGBClassifier","from imxgboost import XGBRegressor","from imxgboost import XGBClassifier; then set objective='focal'"]}],"homepage":"https://imbalancedxgboost.readthedocs.io","github":"https://github.com/jhwjhw0123/Imbalance-XGBoost","docs":null,"changelog":null,"pypi":"https://pypi.org/project/imbalance-xgboost/","npm":null,"openapi_spec":null,"status_page":null,"smithery":null,"compatibility":null}