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MolRL

Targeted Molecular Generation With Latent Reinforcement Learning

Publication: https://www.nature.com/articles/s41598-025-99785-0

MolRL

Installation

To install MolRL, you can use the following command:

git clone https://github.com/Cellarity/MolRL.git
cd MolRL/
pip install .

This will download the necessary pretrained models for MolRL but does not include MolMIM

MolMIM Installation with BioNemo

if you want to use MolRL with MolMIM please refer to the BioNemo documentation for using MolMIM on a BioNemo container

Usage

  1. VAE cyclical annealing training
  2. Basic Usage With VAE
  3. Basic Usage With MolMIM

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Targeted Molecular Generation with Latent Reinforcement Learning

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