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MechFinder

Implementation of MechFinder developed by Prof. Yousung Jung group at Seoul National University (contact: yousung@gmail.com)

Contents

Developer

Shuan Chen (shuan75@snu.ac.kr), Ramil Babazade (ramil_babazade@kaist.ac.kr)

Python Dependencies

  • Python (version >= 3.6)
  • Numpy (version >= 1.16.4)
  • RDKit (version >= 2019)

Installation Guide

Create a virtual environment to run the code of MechFinder.

git clone https://github.com/kaist-amsg/MechFinder.git
cd MechFinder
conda create -c conda-forge -n rdenv python -y
conda activate rdenv

Mechanism labeling

See Demo.ipynb for running instructions and expected output for single and multiple reaction mechanism labeling with MechFinder.

Publication

@article{chen2024large,
  title={A large-scale reaction dataset of mechanistic pathways of organic reactions},
  author={Chen, Shuan and Babazade, Ramil and Kim, Taewan and Han, Sunkyu and Jung, Yousung},
  journal={Scientific Data},
  volume={11},
  number={1},
  pages={863},
  year={2024},
  publisher={Nature Publishing Group UK London}
}

License

This project is covered under the MIT License.

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