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

Google Research

A programming framework for agentic AI. Discord: https://aka.ms/autogen-dc. Roadmap: https://aka.ms/autogen-roadmap

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.

The fastai deep learning library

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

Python programs, usually short, of considerable difficulty, to perfect particular skills.

A game theoretic approach to explain the output of any machine learning model.

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

Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.

《统计学习方法》的代码实现

A guidance language for controlling large language models.

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

📡 Simple and ready-to-use tutorials for TensorFlow

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。

Free online textbook of Jupyter notebooks for fast.ai Computational Linear Algebra course

Example 📓 Jupyter notebooks that demonstrate how to build, train, and deploy machine learning models using 🧠 Amazon SageMaker.

YSDA course in Natural Language Processing

A tiny scalar-valued autograd engine and a neural net library on top of it with PyTorch-like API

Automatic extraction of relevant features from time series:

Build your neural network easy and fast, 莫烦Python中文教学

Python implementation of algorithms from Russell And Norvig's "Artificial Intelligence - A Modern Approach"

tensorflow2中文教程，持续更新(当前版本:tensorflow2.0)，tag: tensorflow 2.0 tutorials

Visualizations for machine learning datasets

TensorFlow 2.x version's Tutorials and Examples, including CNN, RNN, GAN, Auto-Encoders, FasterRCNN, GPT, BERT examples, etc. TF 2.0版入门实例代码，实战教程。

Code for Tensorflow Machine Learning Cookbook

fast.ai Courses

Projects and exercises for the latest Deep Learning ND program https://www.udacity.com/course/deep-learning-nanodegree--nd101

Time series Timeseries Deep Learning Machine Learning Python Pytorch fastai | State-of-the-art Deep Learning library for Time Series and Sequences in Pytorch / fastai

Pytorch🍊🍉 is delicious, just eat it! 😋😋