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Matthew's Projects

alpa icon alpa

Training and serving large-scale neural networks

alphazero.jl icon alphazero.jl

A generic, simple and fast implementation of Deepmind's AlphaZero algorithm.

annotated_deep_learning_paper_implementations icon annotated_deep_learning_paper_implementations

๐Ÿง‘โ€๐Ÿซ 59 Implementations/tutorials of deep learning papers with side-by-side notes ๐Ÿ“; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, ...), gans(cyclegan, stylegan2, ...), ๐ŸŽฎ reinforcement learning (ppo, dqn), capsnet, distillation, ... ๐Ÿง 

autoformer icon autoformer

About Code release for "Autoformer: Decomposition Transformers with Auto-Correlation for Long-Term Series Forecasting" (NeurIPS 2021), https://arxiv.org/abs/2106.13008

avatars4all icon avatars4all

Live real-time avatars from your webcam in the browser. No dedicated hardware or software installation needed. A pure Google Colab wrapper for live First-order-motion-model, aka Avatarify in the browser. And other Colabs providing an accessible interface for using FOMM, Wav2Lip and Liquid-warping-GAN with your own media and a rich GUI.

bertviz icon bertviz

Tool for visualizing attention in the Transformer model (BERT, GPT-2, Albert, XLNet, RoBERTa, CTRL, etc.)

blip icon blip

PyTorch code for BLIP: Bootstrapping Language-Image Pre-training for Unified Vision-Language Understanding and Generation

clip icon clip

Contrastive Language-Image Pretraining

clip-guided-diffusion icon clip-guided-diffusion

A CLI tool/python module for generating images from text using guided diffusion and CLIP from OpenAI.

clip-onnx icon clip-onnx

It is a simple library to speed up CLIP inference up to 3x (K80 GPU)

clip-retrieval icon clip-retrieval

Easily compute clip embeddings and build a clip retrieval system with them

cm-chessboard icon cm-chessboard

A JavaScript chessboard without dependencies. Rendered in SVG, coded in ES6. Views FEN, handles move input, animated, responsive, mobile friendly.

codeformer icon codeformer

[NeurIPS 2022] Towards Robust Blind Face Restoration with Codebook Lookup Transformer

codegen icon codegen

CodeGen is an open-source model for program synthesis. Trained on TPU-v4. Competitive with OpenAI Codex.

cog icon cog

Containers for machine learning

dall-e icon dall-e

PyTorch package for the discrete VAE used for DALLยทE.

dalle-mini icon dalle-mini

DALLยทE Mini - Generate images from a text prompt

dalle-playground icon dalle-playground

A playground to generate images from any text prompt based on OpenAI's DALL-E https://openai.com/blog/dall-e/

dalle-pytorch icon dalle-pytorch

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

defibutton icon defibutton

A free source of educational content about decentralized finance.

diffusers icon diffusers

๐Ÿค— Diffusers: State-of-the-art diffusion models for image and audio generation in PyTorch

discoart icon discoart

๐Ÿชฉ Create Disco Diffusion artworks in one line

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