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
pythonic interface to virtual screening software
The lightweight PyTorch wrapper for high-performance AI research. Scale your models, not the boilerplate.
Graph Neural Network Library for PyTorch
Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.
AI molecular design tool for de novo design, scaffold hopping, R-group replacement, linker design and molecule optimization.
3D_Molecular_Generation
Public RFDiffusionAA repo
Code for running RFdiffusion
The modern C++ library for sequence analysis. Contains version 3 of the library and API docs.
Fast pairwise sequence alignment using SeqAn, in Python.
Simulation of targeted capture sequencing
SIMD partial order alignment tool/library
Real-time species-typing visualisation for nanopore data.
Tailoring Molecules for Protein Pockets: a Transformer-based Generative Solution for Structured-based Drug Design
Therapeutics Data Commons: Machine Learning Datasets and Tasks for Drug Discovery and Development
Computation using data flow graphs for scalable machine learning
TensorFlow 2.x version's Tutorials and Examples, including CNN, RNN, GAN, Auto-Encoders, FasterRCNN, GPT, BERT examples, etc. TF 2.0版入门实例代码,实战教程。
Expert Model
A genetic distance measure for aligned sequences