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6 stars written in Jupyter Notebook
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Implement a ChatGPT-like LLM in PyTorch from scratch, step by step

Jupyter Notebook 36,257 4,575 Updated Nov 18, 2024

《机器学习理论导引》(宝箱书)的证明、案例、概念补充与参考文献讲解。

Jupyter Notebook 1,570 186 Updated Nov 18, 2024

《机器学习宝典》包含:谷歌机器学习速成课程(招式)+机器学习术语表(口诀)+机器学习规则(心得)+机器学习中的常识性问题 (内功)。该资源适用于机器学习、深度学习研究人员和爱好者参考!

Jupyter Notebook 1,076 266 Updated Jun 7, 2020

《Machine Learning: A Probabilistic Perspective》(Kevin P. Murphy)中文翻译和书中算法的Python实现。

Jupyter Notebook 578 135 Updated Dec 9, 2024

https://hml.boyuai.com

Jupyter Notebook 367 97 Updated Jul 7, 2023
Jupyter Notebook 5 Updated Mar 25, 2024