Dachao Cui's Projects
Mapping U.S. FDA National Drug Codes (NDC) to Drug Classes and Codes
Visualizer for neural network, deep learning, and machine learning models
Implementation of Nougat Neural Optical Understanding for Academic Documents
OmegaFold Release Code
An implementation of the AWSEM coarse-grained protein folding forcefield in OpenMM
OpenChem: Deep Learning toolkit for Computational Chemistry and Drug Design Research
Trainable, memory-efficient, and GPU-friendly PyTorch reproduction of AlphaFold 2
OpenMM is a toolkit for molecular simulation using high performance GPU code.
CHARMM and AMBER forcefields for OpenMM (with small molecule support)
E-prescription and Pharmacy software system
An HPC workload manager and job scheduler for desktops, clusters, and clouds.
OPUS-Fold: An Open-Source Protein Folding Framework Based on Torsion-Angle Sampling
Hard-sphere packing generation with the Lubachevsky–Stillinger, Jodrey–Tory, and force-biased algorithms and packing post-processing.
Implementation of RLHF (Reinforcement Learning with Human Feedback) on top of the PaLM architecture. Basically ChatGPT but with PaLM
List of papers about Proteins Design using Deep Learning
PASTA (Practical Alignment using SATe and Transitivity)
Simple PDF text extraction
The official implementation of the ICLR'2023 paper PiFold: Toward effective and efficient protein inverse folding.
Protein-protein Interaction based Generative Model for Improving Gene Clustering
Official release of the ProGen models
Code and Data for the paper: Multi-level Protein Structure Pre-training with Prompt Learning [ICLR 2023]
Predicting protein structure through sequence modeling
Joint sequence and structure generation with RoseTTAFold sequence space diffusion
Generative method to design novel proteins using a diffusion model
The official implementation of the paper ProteinInvBench: Benchmarking Protein Design on Diverse Tasks, Models, and Metrics
Code for the ProteinMPNN paper
Python wrapper for the PubChem PUG REST API.
migrates from swat-4-med-safety/SW-DDI-catalog/drug-drug-interactions