pLM-informed E(3) equivariant deep graph neural networks for protein-nucleic acid binding site prediction

[ICLR 2023 Spotlight] Equiformer: Equivariant Graph Attention Transformer for 3D Atomistic Graphs

[ICLR 2024] EquiformerV2: Improved Equivariant Transformer for Scaling to Higher-Degree Representations

Implementation of the Equiformer, SE3/E3 equivariant attention network that reaches new SOTA, and adopted for use by EquiFold for protein folding

GCN implementation for RNA-small molecule binding prediction. (https://academic.oup.com/nar/article/48/14/7690/5870337)

Examples for https://github.com/optuna/optuna

pytorch implementation of Munchausen Actor critic

深度学习经典、新论文逐段精读

PyTorch implementation of Soft-Actor-Critic and Prioritized Experience Replay (PER) + Emphasizing Recent Experience (ERE) + Munchausen RL + D2RL and parallel Environments.

Open source code for DyScore

CReM: chemically reasonable mutations framework

Bio-Computing Platform Featuring Large-Scale Representation Learning and Multi-Task Deep Learning “螺旋桨”生物计算工具集

High-quality single file implementation of Deep Reinforcement Learning algorithms with research-friendly features (PPO, DQN, C51, DDPG, TD3, SAC, PPG)

强化学习中文教程（蘑菇书🍄），在线阅读地址：https://datawhalechina.github.io/easy-rl/

An open-source remote desktop application designed for self-hosting, as an alternative to TeamViewer.

Fragment-based generative RL with Explorative Experience replay for Drug design (FREED)

PyTorch implementation of MAE https//arxiv.org/abs/2111.06377