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Minh Duc Cao's Projects

3dlinker icon 3dlinker

An E(3) Equivariant Variational Autoencoder for Molecular Linker Design

algorithms icon algorithms

Minimal examples of data structures and algorithms in Python

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.

crem icon crem

CReM: chemically reasonable mutations framework

d2 icon d2

Speed virtual screening by 50X

d2l-en icon d2l-en

Interactive deep learning book with code, math, and discussions. Available in multi-frameworks.

deepmd-kit icon deepmd-kit

A deep learning package for many-body potential energy representation and molecular dynamics

dgl-lifesci icon dgl-lifesci

Python package for graph neural networks in chemistry and biology

dockstring icon dockstring

A Python package for molecular docking with an extensive, highly-curated dataset and a set of realistic benchmark tasks for drug discovery.

dpgen icon dpgen

The deep potential generator

equibind icon equibind

EquiBind: geometric deep learning for fast predictions of the 3D structure in which a small molecule binds to a protein

evo icon evo

DNA foundation modeling from molecular to genome scale

exmol icon exmol

Explainer for black box models that predict molecule properties

gpt_index icon gpt_index

GPT Index is a project consisting of a set of data structures designed to make it easier to use large external knowledge bases with LLMs.

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