mufeili

esm

Evolutionary Scale Modeling (esm): Pretrained language models for proteins

tuning_playbook

A playbook for systematically maximizing the performance of deep learning models.

GSAT

[ICML 2022] Graph Stochastic Attention (GSAT) for interpretable and generalizable graph learning.

LRI

[ICLR 2023] Learnable Randomness Injection (LRI) for interpretable Geometric Deep Learning.

us-faculty-hiring-networks

The Faculty Hiring Networks described in ...

nanoGPT

The simplest, fastest repository for training/finetuning medium-sized GPTs.

PaLM-rlhf-pytorch

Implementation of RLHF (Reinforcement Learning with Human Feedback) on top of the PaLM architecture. Basically ChatGPT but with PaLM

MyArxiv

Arxiv个性化定制化模版，实现对特定领域的相关内容、作者与学术会议的有效跟进。

EIP4NNPotentials

Code and experiments accompanying our paper Injecting Domain Knowledge from Empirical Interatomic Potentials to Neural Networks for Predicting Material Properties at NeurIPS 2022

nebula-dgl

NebulaGraph DGL(Deep Graph Library) Integration Package. (WIP)

Geometric-Deep-Learning-Grids-Groups-Graphs-Geodesics-and-Gauges

xforest

A super fast random forest

SparseTIR

SparseTIR: Sparse Tensor Compiler for Deep Learning

Paper-Picture-Writing-Code

MLNLP: Paper Picture Writing Code

GLEM

GNNLens

GNNLens: A Visual Analytics Approach for Prediction Error Diagnosis of Graph Neural Networks

marktext

📝A simple and elegant markdown editor, available for Linux, macOS and Windows.

GearNet

GearNet and Geometric Pretraining Methods for Protein Structure Representation Learning, ICLR'2023 (https://arxiv.org/abs/2203.06125)

mol_opt

DrugOOD

OOD Dataset Curator and Benchmark for AI-aided Drug Discovery

cs-video-courses

List of Computer Science courses with video lectures.

awesome_lists

Awesome Lists for Tenure-Track Assistant Professors and PhD students. (助理教授/博士生生存指南)

ProteinMPNN

Code for the ProteinMPNN paper

REDQ

Author's PyTorch implementation of Randomized Ensembled Double Q-Learning (REDQ) algorithm.

GNNome-assembly

Learning to untangle genome assembly with graph neural networks.

LocalTransform

Predicting Organic Reactivity with LocalTransform

Graph-InfoClust-GIC

[PAKDD 2021] Graph InfoClust: Leveraging cluster-level node information for unsupervised graph representation learning

vulture

Find dead Python code

gaocegege

Bio

stable-diffusion

A latent text-to-image diffusion model