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Starred repositories

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

Jupyter Notebook 84,549 12,781 Updated Jan 29, 2026

aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)

Jupyter Notebook 28,471 7,948 Updated Jun 25, 2024

📚 从零开始的大语言模型原理与实践教程

Jupyter Notebook 25,458 2,359 Updated Jan 29, 2026

Book_4_《矩阵力量》 | 鸢尾花书:从加减乘除到机器学习;上架!

Jupyter Notebook 9,807 1,490 Updated Dec 10, 2025
Jupyter Notebook 7,431 1,103 Updated Jul 9, 2023