Deep Learning for humans

🧑‍🏫 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, ... 🧠

Deepfakes Software For All

PyTorch Tutorial for Deep Learning Researchers

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

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.

A High-Quality Real Time Upscaler for Anime Video

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.

machine learning and deep learning tutorials, articles and other resources

Machine learning, in numpy

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

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

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)

TensorFlow CNN for fast style transfer ⚡🖥🎨🖼

Minimal and clean examples of machine learning algorithms implementations

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

Tutorials, assignments, and competitions for MIT Deep Learning related courses.

TensorFlow-based neural network library

A resource repository for 3D machine learning

🌸 Run LLMs at home, BitTorrent-style. Fine-tuning and inference up to 10x faster than offloading