Repository Index

An Open Source Machine Learning Framework for Everyone

• tensorflow
• machine-learning
• python
• deep-learning

🧑‍🏫 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
• deep-learning-tutorial
• pytorch
• gan

Deep Learning for humans

• deep-learning
• tensorflow
• neural-networks
• machine-learning

Deepfakes Software For All

• faceswap
• face-swap
• deep-learning
• deeplearning

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

• natural-language-processing
• data-science
• machine-learning
• python

PyTorch Tutorial for Deep Learning Researchers

• deep-learning
• pytorch-tutorial
• neural-networks
• pytorch

The most cited deep learning papers

• deep-learning
• deep-neural-networks
• machine-learning

Latex code for making neural networks diagrams

• latex
• deep-neural-networks

Graph Neural Network Library for PyTorch

• pytorch
• geometric-deep-learning
• graph-neural-networks
• deep-learning

Learn OpenCV : C++ and Python Examples

• computer-vision
• machine-learning
• ai
• deep-learning

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

• machine-learning
• anime4k
• vulkan
• realesrgan

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

• deep-learning
• onnx
• neural-networks
• machine-learning

Open standard for machine learning interoperability

• deep-learning
• deep-neural-networks
• neural-network
• onnx

A High-Quality Real Time Upscaler for Anime Video

• anime
• upscaling
• upsampling
• video-processing

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.

• reinforcement-learning
• unity3d
• deep-learning
• unity

TranslatedQiu Xipeng's "Neural Networks and Deep Learning" (神经网络与深度学习), Second Edition and General Edition: e-book, chapter table of contents, learning resources, and errata.

• attention-mechanism
• chinese
• deep-learning
• machine-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)

• machine-translation
• speaker-recognition
• asr
• tts

machine learning and deep learning tutorials, articles and other resources

• deep-learning-tutorial
• machine-learning
• machinelearning
• deeplearning

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

Machine learning, in numpy

• machine-learning
• neural-networks
• topic-modeling
• gaussian-mixture-models

Offline speech recognition API for Android, iOS, Raspberry Pi and servers with Python, Java, C# and Node

• speech-recognition
• asr
• voice-recognition
• speech-to-text

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

• neural-network
• brain
• recurrent-neural-networks
• easy-to-use

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

• deep-learning
• machine-learning
• linear-algebra
• mit

Python package built to ease deep learning on graph, on top of existing DL frameworks.

• deep-learning
• graph-neural-networks