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Ming Hao, Ph.D.'s Projects

alfatclust icon alfatclust

Biological sequence clustering tool with dynamic threshold

alphafold_finetune icon alphafold_finetune

Python code for fine-tuning AlphaFold to perform protein-peptide binding predictions

attract icon attract

ATTRACT program suite for macromolecular docking (protein-protein, protein-nucleic acid, protein-peptide)

bioinformatics icon bioinformatics

:microscope: Path to a free self-taught education in Bioinformatics!

blindpypr icon blindpypr

Perform probe-guided blind docking with FTMap and DOCK6

camp icon camp

predicting peptide-protein interactions

d4-rescore icon d4-rescore

Re-scoring a set of docked ligands with off-the-shelf algorithms to assess utility in virtual screening

deepchem icon deepchem

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

deeppurpose icon deeppurpose

A Deep Learning Toolkit for DTI, Drug Property, PPI, DDI, Protein Function Prediction (Bioinformatics)

diffdock icon diffdock

Implementation of DiffDock: Diffusion Steps, Twists, and Turns for Molecular Docking

dockingml icon dockingml

A package for MD, Docking and Machine learning drug discovery pipeline

dsdp icon dsdp

Deep Site and Docking Pose (DSDP) is a blind docking strategy accelerated by GPUs, developed by Gao Group. For the site prediction part, several modifications are introduced to PUResNet program. The pose sampling part is similar as AutoDock Vina combined with a number of modifications.

equibind icon equibind

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

fabind icon fabind

FABind: Fast and Accurate Protein-Ligand Binding (NeurIPS 2023)

gnina icon gnina

A deep learning framework for molecular docking

hsm icon hsm

Code associated with "Biophysical prediction of protein-peptide interactions and signaling networks using machine learning."

idock icon idock

idock is a multithreaded virtual screening tool for flexible ligand docking for computational drug discovery.

iidl-peppi icon iidl-peppi

Interpretable Progressive Transfer Learning for Peptide-Protein-Specific Interaction Profiling based on Biological Sequence Pragmatic Analysis

labodock icon labodock

LABODOCK: A Colab-Based Molecular Docking Tools

labox icon labox

LaBOX: A Grid Box Calculation Tool for Molecular Docking

libmolgrid icon libmolgrid

Comprehensive library for fast, GPU accelerated molecular gridding for deep learning workflows

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