akatoshking

galerkin-transformer

[NeurIPS 2021] Galerkin Transformer: a linear attention without softmax

awesome-optimal-transport

A list of awesome papers and cool resources on optimal transport and its applications in general! As you will notice, this list is currently mostly focused on optimal transport for machine learning topics.

influential-cs-books

Most influential books on Computer Science/programming

Applied-Deep-Learning

Applied Deep Learning Course

nngeometry

{KFAC,EKFAC,Diagonal,Implicit} Fisher Matrices and finite width NTKs in PyTorch

awesome-normalizing-flows

Awesome resources on normalizing flows.

projected_sinkhorn

mdeq

[NeurIPS'20] Multiscale Deep Equilibrium Models

madminer

Machine learning–based inference toolkit for particle physics

autograd-hacks

MH-MDGM

MH-MDGM for Bayesian inverse problems

Deep-Learning-Mahjong---

Reinforcement learning (RL) implementation of imperfect information game Mahjong using markov decision processes to predict future game states

DouZero

[ICML 2021] DouZero: Mastering DouDizhu with Self-Play Deep Reinforcement Learning | 斗地主AI

jax_cosmo

A differentiable cosmology library in JAX

MeshWatermarking

A digital watermarking algorithm implementation and improvement for 3D meshes in the spectral domain based on OpenMesh and Eigen.

TensorLayer

Deep Learning and Reinforcement Learning Library for Scientists and Engineers

MultiscalePINNs

mdpicker-qiniu

:scissors: 简化使用 markdown 写作时插入图片的繁琐流程，自动将截图后剪贴板中的图片上传至个人七牛云空间，并获取图片外链，输出到剪贴板

pytorch-cnn-visualizations

Pytorch implementation of convolutional neural network visualization techniques

jax-cfd

Computational Fluid Dynamics in JAX

oj

Tools for various online judges. Downloading sample cases, generating additional test cases, testing your code, and submitting it.

MatrixSlow

A simple deep learning framework in pure python for purpose of learning in DL

flax

Flax is a neural network library for JAX that is designed for flexibility.

Contour-Stochastic-Gradient-Langevin-Dynamics

An elegant adaptive importance sampling algorithms for simulations of multi-modal distributions (NeurIPS'20)

torch_ACA

repo for paper: Adaptive Checkpoint Adjoint (ACA) method for gradient estimation in neural ODE

Swin-Transformer

This is an official implementation for "Swin Transformer: Hierarchical Vision Transformer using Shifted Windows".

awesome-macOS

 A curated list of awesome applications, softwares, tools and shiny things for macOS.

deepmind-research

This repository contains implementations and illustrative code to accompany DeepMind publications

involution

[CVPR 2021] Involution: Inverting the Inherence of Convolution for Visual Recognition, a brand new neural operator

pytorch_geometric

Graph Neural Network Library for PyTorch