Python Chemistry

Open-source Python projects categorized as Chemistry

Top 17 Python Chemistry Projects

  • chemprop

    Message Passing Neural Networks for Molecule Property Prediction

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  • chemicalx

    A PyTorch and TorchDrug based deep learning library for drug pair scoring. (KDD 2022)

  • thermo

    Thermodynamics and Phase Equilibrium component of Chemical Engineering Design Library (ChEDL)

  • PubChemPy

    Python wrapper for the PubChem PUG REST API.

  • asciiMol

    Curses based ASCII molecule viewer for terminals.

  • rxnmapper

    RXNMapper: Unsupervised attention-guided atom-mapping. Code complementing our Science Advances publication on "Extraction of organic chemistry grammar from unsupervised learning of chemical reactions" (https://advances.sciencemag.org/content/7/15/eabe4166).

  • opem

    OPEM (Open Source PEM Fuel Cell Simulation Tool)

  • chemics

    A Python package for chemical engineering

  • ScaffoldGraph

    ScaffoldGraph is an open-source cheminformatics library, built using RDKit and NetworkX, for the generation and analysis of scaffold networks and scaffold trees.

  • chanim

    Animation engine for explanatory chemistry videos

  • chemiscripts

    translate ASCII chemical formulas into Unicode

  • chemlib

    ๐Ÿงช A comprehensive chemistry library for Python.

  • gopem

    GUI for OPEM library

  • chemispy

    A library for using chemistry in your applications

  • octadist

    A tool for calculating distortion parameters in coordination complexes. (by OctaDist)

  • atom-simulator

    This project allows the user to simulate the 118 known elements according to the Bohr Model.

  • libRL

    A Python library for characterizing Microwave Absorption

NOTE: The open source projects on this list are ordered by number of github stars. The number of mentions indicates repo mentiontions in the last 12 Months or since we started tracking (Dec 2020).

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Index

What are some of the best open-source Chemistry projects in Python? This list will help you:

Project Stars
1 chemprop 1,847
2 chemicalx 715
3 thermo 649
4 PubChemPy 412
5 asciiMol 365
6 rxnmapper 296
7 opem 204
8 chemics 176
9 ScaffoldGraph 165
10 chanim 151
11 chemiscripts 69
12 chemlib 58
13 gopem 34
14 chemispy 28
15 octadist 15
16 atom-simulator 7
17 libRL 3

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