Repository Index

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

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

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

Machine Learning From Scratch. Bare bones NumPy implementations of machine learning models and algorithms with a focus on accessibility. Aims to cover everything from linear regression to deep learning.

• machine-learning
• deep-learning
• deep-reinforcement-learning
• machine-learning-from-scratch

Pretrain, finetune ANY AI model of ANY size on 1 or 10,000+ GPUs with zero code changes.

• python
• deep-learning
• artificial-intelligence
• ai

Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 500 universities from 70 countries including Stanford, MIT, Harvard, and Cambridge.

• deep-learning
• machine-learning
• book
• notebook

A Lightweight Face Recognition and Facial Attribute Analysis (Age, Gender, Emotion and Race) Library for Python

• face-recognition
• vgg-face
• facenet
• openface

Best Practices on Recommendation Systems

• machine-learning
• recommender
• ranking
• deep-learning

☁️ Build multimodal AI applications with cloud-native stack

• neural-search
• cloud-native
• deep-learning
• machine-learning

⚡️HivisionIDPhotos: a lightweight and efficient AI ID photos tools. 一个轻量级的AI证件照制作算法。

• demo
• gradio
• idphoto
• machine-learning

Open standard for machine learning interoperability

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

Machine Learning Engineering Open Book

• pytorch
• slurm
• large-language-models
• llm

A curated list of Artificial Intelligence (AI) courses, books, video lectures and papers.

• machine-learning
• machine-intelligence
• artificial-intelligence
• reinforcement-learning

Topic Modelling for Humans

• gensim
• topic-modeling
• information-retrieval
• machine-learning

Machine learning, in numpy

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

A list of all named GANs!

• machine-learning
• gan
• generative-adversarial-network

机器学习相关教程

• machine-learning
• neural-network
• tensorflow
• python

A MNIST-like fashion product database. Benchmark :point_down:

• mnist
• deep-learning
• benchmark
• machine-learning

🐍 Geometric Computer Vision Library for Spatial AI

• computer-vision
• image-processing
• machine-learning
• pytorch

Low-code framework for building custom LLMs, neural networks, and other AI models

• deep-learning
• deeplearning
• deep
• learning

Minimal and clean examples of machine learning algorithms implementations

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

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

• bloom
• deep-learning
• distributed-systems
• language-models