├── .gitignore ├── DFINE.py ├── LICENSE.md ├── README.md ├── config_dfine.py ├── data └── swiss_roll.pt ├── datasets.py ├── metrics.py ├── modules ├── LDM.py └── MLP.py ├── nn.py ├── python_utils.py ├── requirements.txt ├── time_series_utils.py ├── trainers ├── BaseTrainer.py └── TrainerDFINE.py └── tutorial.ipynb /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ShanechiLab/torchDFINE/HEAD/.gitignore -------------------------------------------------------------------------------- /DFINE.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ShanechiLab/torchDFINE/HEAD/DFINE.py -------------------------------------------------------------------------------- /LICENSE.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ShanechiLab/torchDFINE/HEAD/LICENSE.md -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ShanechiLab/torchDFINE/HEAD/README.md -------------------------------------------------------------------------------- /config_dfine.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ShanechiLab/torchDFINE/HEAD/config_dfine.py -------------------------------------------------------------------------------- /data/swiss_roll.pt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ShanechiLab/torchDFINE/HEAD/data/swiss_roll.pt -------------------------------------------------------------------------------- /datasets.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ShanechiLab/torchDFINE/HEAD/datasets.py -------------------------------------------------------------------------------- /metrics.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ShanechiLab/torchDFINE/HEAD/metrics.py -------------------------------------------------------------------------------- /modules/LDM.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ShanechiLab/torchDFINE/HEAD/modules/LDM.py -------------------------------------------------------------------------------- /modules/MLP.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ShanechiLab/torchDFINE/HEAD/modules/MLP.py -------------------------------------------------------------------------------- /nn.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ShanechiLab/torchDFINE/HEAD/nn.py -------------------------------------------------------------------------------- /python_utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ShanechiLab/torchDFINE/HEAD/python_utils.py -------------------------------------------------------------------------------- /requirements.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ShanechiLab/torchDFINE/HEAD/requirements.txt -------------------------------------------------------------------------------- /time_series_utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ShanechiLab/torchDFINE/HEAD/time_series_utils.py -------------------------------------------------------------------------------- /trainers/BaseTrainer.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ShanechiLab/torchDFINE/HEAD/trainers/BaseTrainer.py -------------------------------------------------------------------------------- /trainers/TrainerDFINE.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ShanechiLab/torchDFINE/HEAD/trainers/TrainerDFINE.py -------------------------------------------------------------------------------- /tutorial.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ShanechiLab/torchDFINE/HEAD/tutorial.ipynb --------------------------------------------------------------------------------