Lists (19)
Stars
A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.
A guidance language for controlling large language models.
深度学习入门教程, 优秀文章, Deep Learning Tutorial
State-of-the-Art Deep Learning scripts organized by models - easy to train and deploy with reproducible accuracy and performance on enterprise-grade infrastructure.
llama3 implementation one matrix multiplication at a time
Neural Networks: Zero to Hero
面向开发者的 LLM 入门教程，吴恩达大模型系列课程中文版
AISystem 主要是指AI系统，包括AI芯片、AI编译器、AI推理和训练框架等AI全栈底层技术
Materials for the Learn PyTorch for Deep Learning: Zero to Mastery course.
A tiny scalar-valued autograd engine and a neural net library on top of it with PyTorch-like API
The AI Scientist: Towards Fully Automated Open-Ended Scientific Discovery 🧑🔬
[SIGGRAPH Asia 2023] Rerender A Video: Zero-Shot Text-Guided Video-to-Video Translation
中文nlp解决方案(大模型、数据、模型、训练、推理)
PyTorch入门教程，在线阅读地址：https://datawhalechina.github.io/thorough-pytorch/
LLM Finetuning with peft
[CCS'24] A dataset consists of 15,140 ChatGPT prompts from Reddit, Discord, websites, and open-source datasets (including 1,405 jailbreak prompts).
统计学习方法习题解答，在线阅读地址：https://datawhalechina.github.io/statistical-learning-method-solutions-manual
All notes and materials for the CS229: Machine Learning course by Stanford University
Doing simple retrieval from LLM models at various context lengths to measure accuracy
Approaching (Almost) Any Machine Learning Problem中译版，在线文档地址：https://ytzfhqs.github.io/AAAMLP-CN/
An easy/swift-to-adapt PyTorch-Lighting template. 套壳模板，简单易用，稍改原来Pytorch代码，即可适配Lightning。You can translate your previous Pytorch code much easier using this template, and keep your freedom to edit a…
机器学习、深度学习的学习路径及知识总结
A curated list of Best Artificial Intelligence Resources
From scratch implementation of a sparse mixture of experts language model inspired by Andrej Karpathy's makemore :)