Runze Ma's Projects
Official git repository for Biopython (originally converted from CVS)
A comprehensive library for computational molecular biology
A generative model for programmable protein design
Evolutionary Scale Modeling (esm): Pretrained language models for proteins
Exper is a Python package designed for personal use by the author to streamline the execution of PyTorch-based deep learning experiments. This framework is specifically crafted to support Distributed Data Parallel (DDP) training and provides a convenient mechanism for saving experiment logs.
GearNet and Geometric Pretraining Methods for Protein Structure Representation Learning (https://arxiv.org/abs/2203.06125)
gRNAde: Geometric Deep Learning for RNA Design
Examples in the MLX framework
MMseqs2: ultra fast and sensitive search and clustering suite
MORN: Molecular Property Prediction Based on Textual-Topological-Spatial Multi-View Learning.
Config files for my GitHub profile.
A static blog build on top of Notion and NextJS, deployed on Vercel.
Trainable, memory-efficient, and GPU-friendly PyTorch reproduction of AlphaFold 2
Bio-Computing Platform Featuring Large-Scale Representation Learning and Multi-Task Deep Learning “螺旋桨”生物计算工具集
Open-source foundation of the user-sponsored PyMOL molecular visualization system.
Graph Neural Network Library for PyTorch
some scripts for RDKit
A powerful and flexible machine learning platform for drug discovery