Python - 100天从新手到大师

21 Lessons, Get Started Building with Generative AI

12 weeks, 26 lessons, 52 quizzes, classic Machine Learning for all

Implement a ChatGPT-like LLM in PyTorch from scratch, step by step

Python Data Science Handbook: full text in Jupyter Notebooks

12 Lessons to Get Started Building AI Agents

TensorFlow Tutorial and Examples for Beginners (support TF v1 & v2)

Google Research

10 Weeks, 20 Lessons, Data Science for All!

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.

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 ;)

The fastai book, published as Jupyter Notebooks

🤖 Python examples of popular machine learning algorithms with interactive Jupyter demos and math being explained

100-Days-Of-ML-Code中文版

A collection of various deep learning architectures, models, and tips

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。

深度学习入门教程, 优秀文章, Deep Learning Tutorial

📡 Simple and ready-to-use tutorials for TensorFlow

Materials for the Learn PyTorch for Deep Learning: Zero to Mastery course.

One has no future if one couldn't teach themself.

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

llama3 implementation one matrix multiplication at a time

Natural Language Processing Tutorial for Deep Learning Researchers

Companion webpage to the book "Mathematics For Machine Learning"

State-of-the-Art Deep Learning scripts organized by models - easy to train and deploy with reproducible accuracy and performance on enterprise-grade infrastructure.

This repository contains implementations and illustrative code to accompany DeepMind publications

Your new Mentor for Data Science E-Learning.

深度学习入门开源书，基于TensorFlow 2.0案例实战。Open source Deep Learning book, based on TensorFlow 2.0 framework.

PRML algorithms implemented in Python

This repository contains demos I made with the Transformers library by HuggingFace.