Repository containing implementation of a NVP (Non-Volume Preserving) network for Dynamical System learning via diffeomorphic mapping.
Pytorch-based implementation of the paper: https://arxiv.org/abs/2005.13143
- Bernardo Fichera (bernardo.fichera@epfl.ch)
In order to train a model
python(python3) -m examples.train_model --data <dataset_name>
(ipython) run examples/train_model.py --data <dataset_name>where the line commands data can be used to set the training dataset. In oder to test a trained model
python(python3) -m examples.test_model --data <dataset_name>
(ipython) run examples/test_model.py --data <dataset_name>where the line command data can be used load the model/dataset.
In order to install the package in .local run
pip(pip3) install .For local installation in the current directory
pip(pip3) install -e .