Tensors and Dynamic neural networks in Python with strong GPU acceleration

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

🧑‍🏫 60+ Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠

Deep Learning for humans

Deepfakes Software For All

💫 Industrial-strength Natural Language Processing (NLP) in Python

Visualizer for neural network, deep learning and machine learning models

PyTorch Tutorial for Deep Learning Researchers

DeepSpeech is an open source embedded (offline, on-device) speech-to-text engine which can run in real time on devices ranging from a Raspberry Pi 4 to high power GPU servers.

Convolutional Neural Networks

Latex code for making neural networks diagrams

GUI for a Vocal Remover that uses Deep Neural Networks.

Graph Neural Network Library for PyTorch

ncnn is a high-performance neural network inference framework optimized for the mobile platform

Neural Networks: Zero to Hero

A High-Quality Real Time Upscaler for Anime Video

ONNX Runtime: cross-platform, high performance ML inferencing and training accelerator

A machine learning-based video super resolution and frame interpolation framework. Est. Hack the Valley II, 2018.

The Unity Machine Learning Agents Toolkit (ML-Agents) is an open-source project that enables games and simulations to serve as environments for training intelligent agents using deep reinforcement learning and imitation learning.

DeepFaceLab is the leading software for creating deepfakes.

《神经网络与深度学习》 邱锡鹏著 Neural Network and Deep Learning

machine learning and deep learning tutorials, articles and other resources

Code samples for my book "Neural Networks and Deep Learning"

A scalable generative AI framework built for researchers and developers working on Large Language Models, Multimodal, and Speech AI (Automatic Speech Recognition and Text-to-Speech)

Must-read papers on graph neural networks (GNN)

A neural network that transforms a design mock-up into a static website.

Machine learning, in numpy

Face recognition with deep neural networks.

🤖 GPU accelerated Neural networks in JavaScript for Browsers and Node.js

MIT Deep Learning Book in PDF format (complete and parts) by Ian Goodfellow, Yoshua Bengio and Aaron Courville