• Simple and efficient tools for predictive data analysis
• Accessible to everybody, and reusable in various contexts
• Built on NumPy, SciPy, and matplotlib
• Open source, commercially usable - BSD license

分类(Classification)

回归(Regression)

聚类(Clustering)

降维(Dimensionality Reduction)

模型选择(Model Selection)

预处理(Preprocession)