Name: Minh Duc Cao
Type: User
Company: Tandem AI
Bio: Head of Data Science @TandemAI, former ML Scientist at Gritstone Bio and QuantumSi. Interested in Deep Learning, Information Theory and Bioinformaics
Location: Boston, MA, USA
Blog: https://www.linkedin.com/in/minh-duc-cao-7b342313/
Minh Duc Cao's Projects
An E(3) Equivariant Variational Autoencoder for Molecular Linker Design
Minimal examples of data structures and algorithms in Python
Antimicrobial Resistance Analysis
TensorFlow - A curated list of dedicated resources http://tensorflow.org
Message Passing Neural Networks for Molecule Property Prediction
A generative model for programmable protein design
Adapting protein language models and contrastive learning for highly-accurate drug-target interaction prediction.
CReM: chemically reasonable mutations framework
Public facing notes page
Speed virtual screening by 50X
Interactive deep learning book with code, math, and discussions. Available in multi-frameworks.
Molecular Manipulation Made Easy.
Official repository for the Deep Docking protocol
source code for deppHop
A deep learning package for many-body potential energy representation and molecular dynamics
Python package for graph neural networks in chemistry and biology
A Python package for molecular docking with an extensive, highly-curated dataset and a set of realistic benchmark tasks for drug discovery.
The deep potential generator
EquiBind: geometric deep learning for fast predictions of the 3D structure in which a small molecule binds to a protein
DNA foundation modeling from molecular to genome scale
Explainer for black box models that predict molecule properties
Complete deep learning project developed in Full Stack Deep Learning, Spring 2021
Google Research
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.