====== 统计分析软件包 ====== >python包推荐[[https://github.com/jobbole/awesome-python-cn]] >R包推荐[[https://github.com/qinwf/awesome-R]] >Windows软件[[https://github.com/Awesome-Windows/Awesome]] >机器学习包汇总[[https://github.com/josephmisiti/awesome-machine-learning/]] Auto ML[[https://github.com/automl]]\\ Auto sklearn[[https://github.com/automl/auto-sklearn]]\\ DALEX 模型可解释性[[https://github.com/ModelOriented/DALEX]]\\ modin Pandas替代[[https://github.com/modin-project/modin]]\\ cleanlab 标签清理[[https://github.com/cgnorthcutt/cleanlab]]\\ SHAP 模型可解释性[[https://github.com/slundberg/shap]]\\ 机器学习算法实现Numpy-ML [[https://github.com/ddbourgin/numpy-ml]]\\ 算法实现All Algorithms implemented in Python[[https://github.com/TheAlgorithms/Python]]\\ 不平衡imbalanced-learn[[https://imbalanced-learn.org/stable/]]\\ 时间序列PyFlux[[https://pyflux.readthedocs.io/en/latest/index.html]]\\ pycaret[[https://github.com/pycaret/pycaret]]\\