Stars
Implement a ChatGPT-like LLM in PyTorch from scratch, step by step
12 weeks, 26 lessons, 52 quizzes, classic Machine Learning for all
The repository provides code for running inference with the SegmentAnything Model (SAM), links for downloading the trained model checkpoints, and example notebooks that show how to use the model.
A simple screen parsing tool towards pure vision based GUI agent
Materials and IPython notebooks for "Python for Data Analysis" by Wes McKinney, published by O'Reilly Media
A guidance language for controlling large language models.
Examples and guides for using the Gemini API
One has no future if one couldn't teach themself.
llama3 implementation one matrix multiplication at a time
Companion webpage to the book "Mathematics For Machine Learning"
A tiny scalar-valued autograd engine and a neural net library on top of it with PyTorch-like API
Understanding Deep Learning - Simon J.D. Prince
An annotated implementation of the Transformer paper.
Code Repository for Machine Learning with PyTorch and Scikit-Learn
Jupyter notebooks for the Natural Language Processing with Transformers book
Solve puzzles. Improve your pytorch.
Code Repository for The Kaggle Book, Published by Packt Publishing
LLMs-from-scratch项目中文翻译
Incredibly fast Whisper-large-v3
”数学不难“ 之 《线性代数不难》上下册，66话题完册；欢迎批评指正
Official repository of my book: "Deep Learning with PyTorch Step-by-Step: A Beginner's Guide"
Anatomy of Matplotlib -- tutorial developed for the SciPy conference
What would you do with 1000 H100s...
Transformer models from BERT to GPT-4, environments from Hugging Face to OpenAI. Fine-tuning, training, and prompt engineering examples. A bonus section with ChatGPT, GPT-3.5-turbo, GPT-4, and DALL…
Phi2-Chinese-0.2B 从0开始训练自己的Phi2中文小模型，支持接入langchain加载本地知识库做检索增强生成RAG。Training your own Phi2 small chat model from scratch.
All of the figures and notebooks for my deep learning book, for free!
Inside Deep Learning: The math, the algorithms, the models