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9 stars written in Jupyter Notebook
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此项目是机器学习(Machine Learning)、深度学习(Deep Learning)、NLP面试中常考到的知识点和代码实现,也是作为一个算法工程师必会的理论基础知识。

Jupyter Notebook 17,684 4,637 Updated Jan 9, 2026

The "Python Machine Learning (1st edition)" book code repository and info resource

Jupyter Notebook 12,617 4,389 Updated Nov 20, 2024

仅需Python基础,从0构建大语言模型;从0逐步构建GLM4\Llama3\RWKV6, 深入理解大模型原理

Jupyter Notebook 4,164 573 Updated Mar 26, 2026

Public repo for HF blog posts

Jupyter Notebook 3,409 1,013 Updated May 19, 2026

LLMs-from-scratch项目中文翻译

Jupyter Notebook 2,635 434 Updated Apr 19, 2026

A (modern) C++ implementation of the Peter Shirley Ray Tracing mini-books (https://raytracing.github.io). Features a clean project structure, perf. improvements (compared to the original code), mul…

Jupyter Notebook 337 13 Updated Mar 31, 2026

一些 LLM 方面的从零复现笔记

Jupyter Notebook 252 30 Updated Apr 29, 2025

一个手把手教你从零开始编写GPT并训练大语言模型的教程

Jupyter Notebook 100 9 Updated Jan 20, 2025

Python implementation for 4D radar simulation

Jupyter Notebook 8 3 Updated Jun 5, 2025