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

Official Code for DragGAN (SIGGRAPH 2023)

• artificial-intelligence
• generative-adversarial-network
• generative-models
• image-manipulation

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

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

GUI for a Vocal Remover that uses Deep Neural Networks.

• vocal-remover
• pytorch
• source
• separation

Image-to-Image Translation in PyTorch

• pytorch
• gan
• cyclegan
• pix2pix

Graph Neural Network Library for PyTorch

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

Open standard for machine learning interoperability

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

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

PyTorch implementations of Generative Adversarial Networks.

Topic Modelling for Humans

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

Machine learning, in numpy

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

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

• deep-learning
• graph-neural-networks

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

🍀 Pytorch implementation of various Attention Mechanisms, MLP, Re-parameter, Convolution, which is helpful to further understand papers.⭐⭐⭐

• attention
• pytorch
• paper
• cbam

pix2code: Generating Code from a Graphical User Interface Screenshot

• deep-learning
• datasets
• deep-neural-networks
• front-end-development

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

• deep-learning
• deeplearning
• deep
• learning

PyTorch implementation of the U-Net for image semantic segmentation with high quality images

• pytorch
• unet
• pytorch-unet
• semantic-segmentation

Implementation of DALL-E 2, OpenAI's updated text-to-image synthesis neural network, in Pytorch

• artificial-intelligence
• deep-learning
• text-to-image

TensorFlow CNN for fast style transfer ⚡🖥🎨🖼

• style-transfer
• neural-style
• neural-networks
• deep-learning

TranslatedTranslate manga/image: one-click translation of text in all kinds of images https://cotrans.touhou.ai/ (no longer working)

• manga
• anime
• ocr
• deep-learning