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Shuangjia Zheng's Projects

dataanalysis icon dataanalysis

基于xgboost和pandas进行数据挖掘和分析,用于参加平安产险极客挑战赛算法模块。

deepchem icon deepchem

Democratizing Deep-Learning for Drug Discovery, Quantum Chemistry, Materials Science and Biology

diffab icon diffab

✌🏻 Antigen-Specific Antibody Design and Optimization with Diffusion-Based Generative Models for Protein Structures (NeurIPS 2022)

drugvqa icon drugvqa

Predicting Drug Protein Interaction using Quasi-Visual Question Answering System

dynamicbind icon dynamicbind

repo for DynamicBind: Predicting ligand-specific protein-ligand complex structure with a deep equivariant generative model

eagcn icon eagcn

Implementation of Edge Attention based Multi-relational Graph Convolutional Networks

gentrl icon gentrl

Generative Tensorial Reinforcement Learning (GENTRL) model

grammarvae icon grammarvae

Code for the "Grammar Variational Autoencoder" https://arxiv.org/abs/1703.01925

htmd icon htmd

High throughput molecular dynamics simulations

imagecaptioning.pytorch icon imagecaptioning.pytorch

image captioning codebase in pytorch(finetunable cnn in branch "with_finetune";diverse beam search can be found in 'dbs' branch; self-critical training is under my self-critical.pytorch repository.)

lmr icon lmr

repo for Geometric-aware deep learning enables discovery of natural product-based liposomes for tumor targeting therapy

np-classifier icon np-classifier

scripts for classifying nature products and synthetic molecules

openbiolink icon openbiolink

OpenBioLink is a resource and evaluation framework for evaluating link prediction models on heterogeneous biomedical graph data.

organ icon organ

Objective-Reinforced Generative Adversarial Networks (ORGAN) for Sequence Generation Models

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