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ZimmermanGroup's Projects

conformer-rl icon conformer-rl

A deep reinforcement learning library for conformer generation.

gplearn icon gplearn

Genetic Programming in Python, with a scikit-learn inspired API

iqmol icon iqmol

IQmol is an open source molecular editor and visualization package

pygsm icon pygsm

Thermal and photochemical reaction path optimization and discovery

pysr icon pysr

High-Performance Symbolic Regression in Python and Julia

reactivity-ml-data icon reactivity-ml-data

datasets to accompany the paper "What does the machine learn? Knowledge representations of chemical reactivity"

scripts icon scripts

This repository is for scripts developed by the group so that we do not waste time reinventing the wheel.

symbolicgpt icon symbolicgpt

Symbolic regression is the task of identifying a mathematical expression that best fits a provided dataset of input and output values. In this work, we present SymbolicGPT, a novel transformer-based language model for symbolic regression.

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