DEQ-GFs

Welcome to the DDEQ repository!

Installation

To install the necessary dependencies, run:

pip install -r requirements.txt

Usage

To use this project, you first need to download the datasets, namely MNIST Point Cloud and ModelNet40. The MNIST files should be saved in the MNISTPointCloud folder. Save the ModelNet40 dataset somewhere and change DATA_PATH in src/modelnet.py accordingly. The dataset can then be created using the load_modelnet function in that file. Since creating the dataset takes some time, it's a good idea to save the dataset, which can then be loaded with the load_modelnet_saved function.

Once the datasets are set up, simply run the train_torchdeq.py file.

License

This project is licensed under the GNU License.