Releases: tobjec/CGR-MPNN-3D
Releases · tobjec/CGR-MPNN-3D
v1.0.0 - Pretrained CGR-MPNN-3D Model and Docker Container
Release v1.0.0 - CGR-MPNN-3D Model
This release includes the pretrained CGR-MPNN-3D model and the associated Docker image, ready for use in predicting activation energies using SMILES strings and 3D coordinates.
Contents:
- Pretrained Model:
CGR-MPNN-3D_94owmnhg.pth– The trained model file used for predictions. - Docker Image: The Dockerfile and instructions to build and run the model in a containerized environment.
- Example Data: Sample datasets (
demo.csvanddemo.xyz) for testing the model.
Features:
- Predict activation energies from SMILES and 3D coordinates.
- Containerized environment using Docker for easy deployment and execution.
- CLI tool for interacting with the model.
Installation Instructions:
- Build the Docker image using the provided
Dockerfile. - Download the pretrained model file from the Releases page.
- Mount your data and model files into the container and run the predictions.
For detailed usage instructions, please refer to the README or the Usage section of the documentation.
Notes:
- Ensure you have Docker installed to run the container.
- The model is trained on a specific dataset, and performance may vary with different data.