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

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

TensorFlow-based neural network library

• machine-learning
• artificial-intelligence
• neural-networks
• deep-learning

Deep learning library featuring a higher-level API for TensorFlow.

• tflearn
• tensorflow
• neural-network
• deep-learning

Web mining module for Python, with tools for scraping, natural language processing, machine learning, network analysis and visualization.

• python
• machine-learning
• natural-language-processing
• web-mining

Efficiently computes derivatives of NumPy code.

• autograd
• automatic-differentiation
• numpy
• python

A Neural Net Training Interface on TensorFlow, with focus on speed + flexibility

• tensorflow
• deep-learning
• reinforcement-learning
• neural-networks

Translate darknet to tensorflow. Load trained weights, retrain/fine-tune using tensorflow, export constant graph def to mobile devices

• tensorflow
• graph
• darknet
• deep-learning

Deep Reinforcement Learning for Keras.

• keras
• tensorflow
• theano
• reinforcement-learning