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gerald-li's Projects

chemprop icon chemprop

Message Passing Neural Networks for Molecule Property Prediction

chroma icon chroma

A generative model for programmable protein design

conplex icon conplex

Adapting protein language models and contrastive learning for highly-accurate drug-target interaction prediction.

deeppurpose icon deeppurpose

A Deep Learning Toolkit for DTI, Drug Property, PPI, DDI, Protein Function Prediction (Bioinformatics)

dlkcat icon dlkcat

Deep learning and Bayesian approach applied to enzyme turnover number for the improvement of enzyme-constrained genome-scale metabolic models (ecGEMs) reconstruction

drugchat icon drugchat

DrugChat: Towards Enabling ChatGPT-Like Capabilities on Drug Molecule Graphs

esm icon esm

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

gpt-pilot icon gpt-pilot

Dev tool that writes scalable apps from scratch while the developer oversees the implementation

graphsol icon graphsol

Code of our JC paper: "Structure-aware protein solubility prediction from sequence through graph convolutional network and predicted contact map"

llama-factory icon llama-factory

Easy-to-use LLM fine-tuning framework (LLaMA, BLOOM, Mistral, Baichuan, Qwen, ChatGLM)

oareactdiff icon oareactdiff

An object-aware diffusion model for generating chemical reactions

parsnip icon parsnip

Sequence-based protein solubility predictor

pdb2fasta icon pdb2fasta

implementing PDB to FASTA file format conversion in multiple languages

postcat icon postcat

Postcat 是一个可扩展的 API 工具平台。集合基础的 API 管理和测试功能,并且可以通过插件简化你的 API 开发工作,让你可以更快更好地创建 API。An extensible API tool.

protein-ligand-gnn icon protein-ligand-gnn

This repository contains the code for the work on protein-ligand interaction with GNNs and XAI

pu-epp icon pu-epp

This repository contains the positive-unlabeled learning-based enzyme promiscuity prediction model as described in the paper Deep learning Enables Rapid Identification of Mycotoxin-degrading Enzymes.

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