LICENSE
README.md
setup.py
docs/Makefile
docs/make.bat
docs/requirements.txt
docs/source/conf.py
docs/source/index.rst
docs/source/_static/decoder_figure.png
docs/source/_static/forecast_latent_figure.png
docs/source/_static/main_figure.png
docs/source/_static/sensor_to_latent_figure.png
docs/source/examples/basic_shred_sst.md
docs/source/examples/index.rst
docs/source/examples/sindy_shred_sst.md
docs/source/examples/tutorial_bunny_hill.md
docs/source/examples/basic_shred_sst_files/basic_shred_sst_30_1.png
docs/source/examples/basic_shred_sst_files/basic_shred_sst_5_0.png
docs/source/examples/sindy_shred_sst_files/sindy_shred_sst_34_1.png
docs/source/examples/sindy_shred_sst_files/sindy_shred_sst_5_0.png
docs/source/examples/tutorial_bunny_hill_files/tutorial_bunny_hill_32_0.png
docs/source/examples/tutorial_bunny_hill_files/tutorial_bunny_hill_4_1.png
docs/source/pyshred/modules.rst
docs/source/pyshred/pyshred.engine.rst
docs/source/pyshred/pyshred.models.decoder_models.rst
docs/source/pyshred/pyshred.models.latent_forecaster_models.rst
docs/source/pyshred/pyshred.models.rst
docs/source/pyshred/pyshred.models.sequence_models.rst
docs/source/pyshred/pyshred.objects.rst
docs/source/pyshred/pyshred.processor.rst
docs/source/pyshred/pyshred.rst
docs/source/user_guide/data_prep.md
docs/source/user_guide/downstream_tasks.md
docs/source/user_guide/fundamentals.rst
docs/source/user_guide/index.rst
docs/source/user_guide/installation.md
docs/source/user_guide/introduction.md
docs/source/user_guide/shred_training.md
docs/source/user_guide/start_shredding.rst
docs/source/user_guide/tutorial_bunny_hill.md
docs/source/user_guide/tutorial_bunny_hill_files/tutorial_bunny_hill_32_0.png
docs/source/user_guide/tutorial_bunny_hill_files/tutorial_bunny_hill_4_1.png
pyshred/__init__.py
pyshred.egg-info/PKG-INFO
pyshred.egg-info/SOURCES.txt
pyshred.egg-info/dependency_links.txt
pyshred.egg-info/requires.txt
pyshred.egg-info/top_level.txt
pyshred/engine/__init__.py
pyshred/engine/engine.py
pyshred/engine/parametric_engine.py
pyshred/models/__init__.py
pyshred/models/_sindy.py
pyshred/models/_sindy_utils.py
pyshred/models/shred.py
pyshred/models/decoder_models/__init__.py
pyshred/models/decoder_models/abstract_decoder.py
pyshred/models/decoder_models/mlp_model.py
pyshred/models/decoder_models/unet_model.py
pyshred/models/latent_forecaster_models/__init__.py
pyshred/models/latent_forecaster_models/abstract_latent_forecaster.py
pyshred/models/latent_forecaster_models/lstm.py
pyshred/models/latent_forecaster_models/sindy.py
pyshred/models/sequence_models/__init__.py
pyshred/models/sequence_models/abstract_sequence.py
pyshred/models/sequence_models/gru_model.py
pyshred/models/sequence_models/lstm_model.py
pyshred/models/sequence_models/transformer_model.py
pyshred/objects/__init__.py
pyshred/objects/dataset.py
pyshred/objects/device.py
pyshred/objects/sindy.py
pyshred/processor/__init__.py
pyshred/processor/data_manager.py
pyshred/processor/parametric_data_manager.py
pyshred/processor/utils.py