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Yin Pok Wong's Projects

auto-qchem icon auto-qchem

Auto-QChem is an automated workflow for the generation and storage of DFT calculations for organic molecules.

autode icon autode

automated reaction profile generation

bayespoly icon bayespoly

Bayesian optimization code for Bayesian-Optimization-Assisted Discovery of Stereoselective Aluminum Complexes for Ring-Opening Polymerization of Racemic Lactide.

bigraph icon bigraph

Bipartite-network link prediction in Python

cdkbook icon cdkbook

Groovy Cheminformatics with the Chemistry Development Kit

cookiecutter-data-science icon cookiecutter-data-science

A logical, reasonably standardized, but flexible project structure for doing and sharing data science work.

dl-chem-101 icon dl-chem-101

Example implementations of common machine learning projects in chemistry.

graphmvp icon graphmvp

Pre-training Molecular Graph Representation with 3D Geometry, ICLR'22 (https://openreview.net/forum?id=xQUe1pOKPam)

hydgl icon hydgl

Python parser for generating descriptive graphs from Natural Bond Orbital data ready for use in Graph Neural Networks.

hypernetx icon hypernetx

Python package for hypergraph analysis and visualization.

lpbycd icon lpbycd

Link prediction by community detection

matkg icon matkg

Code Base for MatKG Dataset paper

pikachu icon pikachu

Python-based Informatics Kit for Analysing Chemical Units

script_im icon script_im

Scripts for computational investigations of large and flexible chemical systems based on the conformation labelling system, ONIOM calculations in Python 3

tmqmg icon tmqmg

Repository for the tmQMg dataset files and analysis scripts.

vrai-selectivity icon vrai-selectivity

Codes from VRAI-selectivity: calculation of selectivity beyond transition state theory publication [S. Lee and J. M. Goodman, Org. Biomol. Chem., 2021, 19, 3940-3947]

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