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coleygroup's Projects

chemprop icon chemprop

Fast and scalable uncertainty quantification for neural molecular property prediction, accelerated optimization, and guided virtual screening.

dl-chem-101-stripped icon dl-chem-101-stripped

A fork of `dl-chem-101` stripped of comments and docstrings for an exercise in adding documentation.

dsp icon dsp

bayesian optimization with input-space pruning

enzyme-datasets icon enzyme-datasets

Enzyme datasets used to benchmark enzyme-substrate promiscuity models

ml4moleng icon ml4moleng

Materials for the course Machine Learning for Molecular Engineering (3/7/10/20.C01/C51)

molpal icon molpal

active learning for accelerated high-throughput virtual screening

polymer-chemprop-data icon polymer-chemprop-data

Supplementary Data for "A graph representation of molecular ensembles for polymer property prediction"

pyscreener icon pyscreener

pythonic interface to virtual screening software

rogi icon rogi

Measures of roughness for molecular property landscapes

rxn-ebm icon rxn-ebm

Energy-based modeling of chemical reactions

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