Repository Index

An Open Source Machine Learning Framework for Everyone

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

Tensors and Dynamic neural networks in Python with strong GPU acceleration

• neural-network
• autograd
• gpu
• numpy

🧑‍🏫 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

Qdrant - High-performance, massive-scale Vector Database and Vector Search Engine for the next generation of AI. Also available in the cloud https://cloud.qdrant.io/

• neural-network
• search-engine
• knn-algorithm
• hnsw

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

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

Visualizer for neural network, deep learning and machine learning models

• neural-network
• deep-learning
• machine-learning
• deeplearning

PyTorch Tutorial for Deep Learning Researchers

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

Roadmap to becoming an Artificial Intelligence Expert in 2022

• deep-learning
• artificial-intelligence
• roadmap
• ai-roadmap

A curated list of awesome Deep Learning tutorials, projects and communities.

• deep-learning
• neural-network
• machine-learning
• awesome

The most cited deep learning papers

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

⛔️ DEPRECATED – See https://github.com/ageron/handson-ml3 or handson-mlp instead.

• tensorflow
• scikit-learn
• machine-learning
• python

Latex code for making neural networks diagrams

• latex
• deep-neural-networks

PArallel Distributed Deep LEarning: Machine Learning Framework from Industrial Practice （『飞桨』核心框架，深度学习&机器学习高性能单机、分布式训练和跨平台部署）

• paddlepaddle
• deep-learning
• scalability
• machine-learning

Graph Neural Network Library for PyTorch

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

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

• inference
• high-preformance
• simd
• arm-neon

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

pytorch handbook是一本开源的书籍，目标是帮助那些希望和使用PyTorch进行深度学习开发和研究的朋友快速入门，其中包含的Pytorch教程全部通过测试保证可以成功运行

• pytorch
• pytorch-tutorials
• pytorch-handbook
• deep-learning

⚡ Automatically decrypt encryptions without knowing the key or cipher, decode encodings, and crack hashes ⚡

• decryption
• natural-language-processing
• cryptography
• cipher

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