🧑🏫 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, ... 🧠
Repository Index
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Deep Learning for humans
PyTorch Tutorial for Deep Learning Researchers
GUI for a Vocal Remover that uses Deep Neural Networks.
Image-to-Image Translation in PyTorch
Graph Neural Network Library for PyTorch
Open standard for machine learning interoperability
Machine Learning Engineering Open Book
🍀 Pytorch implementation of various Attention Mechanisms, MLP, Re-parameter, Convolution, which is helpful to further understand papers.⭐⭐⭐
🐍 Geometric Computer Vision Library for Spatial AI
Low-code framework for building custom LLMs, neural networks, and other AI models
PyTorch implementation of the U-Net for image semantic segmentation with high quality images
🌸 Run LLMs at home, BitTorrent-style. Fine-tuning and inference up to 10x faster than offloading
A PyTorch Library for Accelerating 3D Deep Learning Research
High-level library to help with training and evaluating neural networks in PyTorch flexibly and transparently.
A unified, comprehensive and efficient recommendation library
Scalable and user friendly neural :brain: forecasting algorithms.
PennyLane is an open-source quantum software platform for quantum computing, quantum machine learning, and quantum chemistry. Create meaningful quantum algorithms, from inspiration to implementation.
PyTorch Geometric Temporal: Spatiotemporal Signal Processing with Neural Machine Learning Models (CIKM 2021)
Multilingual Automatic Speech Recognition with word-level timestamps and confidence
An autoML framework & toolkit for machine learning on graphs.
Audio processing by using pytorch 1D convolution network
Code for "Social GAN: Socially Acceptable Trajectories with Generative Adversarial Networks", Gupta et al, CVPR 2018
PyTorch to Keras model convertor