statistical-learning-methods

There are 4 repositories under statistical-learning-methods topic.

  • SmirkCao/Lihang

    Statistical learning methods, 统计学习方法(第2版)[李航] [笔记, 代码, notebook, 参考文献, Errata, lihang]

    Language:Python6.2k157441.6k

  • lsabrinax/Machine-Learning-code

    手写实现《统计学习与方法》（李航著）中的机器学习算法

    Language:Python7101

  • chenyaofo/statistical-learning-method-numpy-impl

    Numpy Implementaton for “Statistical Learning Method”. 《统计机器学习》的Numpy实现。

    Language:Jupyter Notebook3102
  • Statistical-Inference-Theory

    SaiSampathKedari/Statistical-Inference-Theory

    Comprehensive notes and solved problem sets from Casella-Berger: Statistical Inference (Chapters 6-9), covering essential concepts in Statistical Inference. Topics include Sufficiency, Point Estimation, Hypothesis Testing, and Interval Estimation, crucial for Statistical Machine Learning, Computational Statistics, and Probabilistic Robotics.

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