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atom2vec

A python implement of Atom2Vec: a simple way to describe atoms for machine learning

attention-is-all-you-need-pytorch

A PyTorch implementation of the Transformer model in "Attention is All You Need".

autogl

An autoML framework & toolkit for machine learning on graphs.

awesomemrc

This repo is our research summary and playground for MRC. More features are coming.

bp-nerural-network

A simple neural network used to approximating function in C and MATLAB language.

byol-pytorch

Usable Implementation of "Bootstrap Your Own Latent" self-supervised learning, from Deepmind, in Pytorch

cdbtune

cs-notes

:books: 技术面试必备基础知识、Leetcode、计算机操作系统、计算机网络、系统设计、Java、Python、C++

cs224n

Repo for notes, assignments and other materials.

cs229

cs231n

The repo for notes and assignments

deepmind-research

This repository contains implementations and illustrative code to accompany DeepMind publications

ferminet

An implementation of the Fermionic Neural Network for ab-initio electronic structure calculations

gevit

This is the GitHub repository for paper " Group Equivariant Vision Transformer".

intelligent-grading-system

Repo of the project in the course, intelligent control and system.

ipim

Invariant Periodicity Injection Module

material-gan

Pytroch implementation of MolGAN: An implicit generative model for small molecular graphs (https://arxiv.org/abs/1805.11973)

megnet

Graph Networks as a Universal Machine Learning Framework for Molecules and Crystals

mol-genda

nlp-tutorial

Natural Language Processing Tutorial for Deep Learning Researchers

pact

A Periodicity-Aware Transformer for Crystal Property Prediction

pcl

PyTorch code for "Prototypical Contrastive Learning of Unsupervised Representations"

pcvae

PCVAE: A Physics-informed Neural Network for Determining the Symmetry and Geometry of Crystals

pythonlearning

The code I write in the summer vocation in python

pytorch-image-models

PyTorch image models, scripts, pretrained weights -- (SE)ResNet/ResNeXT, DPN, EfficientNet, MixNet, MobileNet-V3/V2, MNASNet, Single-Path NAS, FBNet, and more

s2snet

Repo for S2SNet

spms

A Molecular Stereostructure Descriptor based on Spherical Projection

supercon

Data used in "Machine learning modeling of superconducting critical temperature" paper

textclassifier

tensorflow implementation

tgn

TGN: Temporal Graph Networks