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Classification and Regression problems
AiLearning:数据分析+机器学习实战+线性代数+PyTorch+NLTK+TF2
A fast, scalable, high performance Gradient Boosting on Decision Trees library, used for ranking, classification, regression and other machine learning tasks for Python, R, Java, C++. Supports computation on CPU and GPU.
A unified ensemble framework for PyTorch to improve the performance and robustness of your deep learning model.
AI比赛相关信息汇总
Solutions to labs and excercises from An Introduction to Statistical Learning, as Jupyter Notebooks.
Machine Learning University: Decision Trees and Ensemble Methods
R package for automation of machine learning, forecasting, model evaluation, and model interpretation
IJCAI-18 阿里妈妈搜索广告转化预测初赛方案
A 100%-Julia implementation of Gradient-Boosting Regression Tree algorithms
Automatic machine learning for tabular data. ???