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gkxiao's Projects

3max icon 3max

An example of aniline-Zn interaction

acsess icon acsess

ACSESS is the Algorithm for Chemical Space Exploration with Stochastic Search, which is developed by Dr. Aaron M. Virshup in Beratan Group.

admetlab icon admetlab

A platform for systematic ADME evaluation of drug molecules, thereby accelerating the drug discovery process.

alfa icon alfa

ALFA - Automatic Ligand Flexibility Assignment

bbb-score icon bbb-score

A script using RDKit to reproduce the BBB score reported by Gupta.

crock icon crock

A very simple clone for Gaussian superimposition (ROCS-like)

csvtk icon csvtk

A cross-platform, efficient and practical CSV/TSV toolkit in Golang

d4-rescore icon d4-rescore

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

deepfmpo icon deepfmpo

Code accompanying the paper "Deep reinforcement learning for multiparameter optimization in de novo drug design"

deepscreen icon deepscreen

Drug-Target Interaction Prediction Using Convolutional Neural Networks By Images of Compounds

dlfg icon dlfg

Deep Learning Fragment Generator

dp4 icon dp4

This notebook reproduces the calculation of the DP4 proposed by Goodman group (DOI:10.1021/ja105035r)

dp4-ai icon dp4-ai

Python workflow for DP4 analysis of organic molecules

fragmenstein icon fragmenstein

Scaffold hopping between bound compounds by stitching them together like a reanimated corpse.

gas icon gas

data set, scripts and documnets about SF6 replacement projects

gasol icon gasol

Genetic algorithm to convert 3D-RISM solvent densities to explicit water molecules in binding pockets

gb-ga icon gb-ga

Graph-based genetic algorithm

gentrl icon gentrl

Generative Tensorial Reinforcement Learning (GENTRL) model

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