robvanvolt

annotated_deep_learning_paper_implementations

🧑‍🏫 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, ... 🧠

vit-pytorch

Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch

DALLE2-pytorch

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

openreplay

Session replay and analytics tool you can self-host. Ideal for reproducing issues, co-browsing with users and optimizing your product.

denoising-diffusion-pytorch

Implementation of Denoising Diffusion Probabilistic Model in Pytorch

DALLE-pytorch

Implementation / replication of DALL-E, OpenAI's Text to Image Transformer, in Pytorch

img2dataset

Easily turn large sets of image urls to an image dataset. Can download, resize and package 100M urls in 20h on one machine.

cld3

fastformers

FastFormers - highly efficient transformer models for NLU

x-clip

A concise but complete implementation of CLIP with various experimental improvements from recent papers

nuwa-pytorch

Implementation of NÜWA, state of the art attention network for text to video synthesis, in Pytorch

Ranger21

Ranger deep learning optimizer rewrite to use newest components

pyglide

A CLI tool for using GLIDE to generate images from text.

medical

This repository will be a summary and outlook on all our open, medical, AI advancements.

evol

Evol: The non-life evolution simulator

dataset-spec

Describe the format of image/text datasets

KAISER

Knowledge Acquisition and Interlinking via Semantic Embeddings and Reasoning