LICENSE
README.md
pyproject.toml
src/koopman_graph/__init__.py
src/koopman_graph/env.py
src/koopman_graph/metrics.py
src/koopman_graph/observables.py
src/koopman_graph/protocols.py
src/koopman_graph/serialization.py
src/koopman_graph/spectrum_types.py
src/koopman_graph/statistics.py
src/koopman_graph.egg-info/PKG-INFO
src/koopman_graph.egg-info/SOURCES.txt
src/koopman_graph.egg-info/dependency_links.txt
src/koopman_graph.egg-info/requires.txt
src/koopman_graph.egg-info/top_level.txt
src/koopman_graph/adaptation/__init__.py
src/koopman_graph/adaptation/impute.py
src/koopman_graph/adaptation/kalman.py
src/koopman_graph/adaptation/observer.py
src/koopman_graph/adaptation/rls.py
src/koopman_graph/analysis/__init__.py
src/koopman_graph/analysis/_galerkin.py
src/koopman_graph/analysis/anomaly.py
src/koopman_graph/analysis/clustering.py
src/koopman_graph/analysis/joint_stability.py
src/koopman_graph/analysis/plotting.py
src/koopman_graph/analysis/pseudospectra.py
src/koopman_graph/analysis/resdmd.py
src/koopman_graph/analysis/residuals.py
src/koopman_graph/analysis/similarity.py
src/koopman_graph/analysis/sindy.py
src/koopman_graph/analysis/spectrum.py
src/koopman_graph/analysis/topology_estimation.py
src/koopman_graph/analysis/transfer.py
src/koopman_graph/baselines/__init__.py
src/koopman_graph/baselines/base.py
src/koopman_graph/baselines/dmd.py
src/koopman_graph/baselines/dmdc.py
src/koopman_graph/baselines/edmd.py
src/koopman_graph/baselines/fbdmd.py
src/koopman_graph/baselines/graph_vamp.py
src/koopman_graph/baselines/mrdmd.py
src/koopman_graph/baselines/optdmd.py
src/koopman_graph/baselines/streaming_dmd.py
src/koopman_graph/baselines/tlsdmd.py
src/koopman_graph/baselines/transfer_operator.py
src/koopman_graph/baselines/vamp2.py
src/koopman_graph/baselines/gnn/__init__.py
src/koopman_graph/baselines/gnn/agcrn.py
src/koopman_graph/baselines/gnn/base.py
src/koopman_graph/baselines/gnn/dcrnn.py
src/koopman_graph/baselines/gnn/graphcast.py
src/koopman_graph/baselines/gnn/mtgnn.py
src/koopman_graph/baselines/gnn/protocol.py
src/koopman_graph/baselines/gnn/stgcn.py
src/koopman_graph/baselines/gnn/stgode.py
src/koopman_graph/baselines/gnn/wavenet.py
src/koopman_graph/data/__init__.py
src/koopman_graph/data/construction.py
src/koopman_graph/data/containers.py
src/koopman_graph/data/delay_windows.py
src/koopman_graph/data/hetero_layout.py
src/koopman_graph/data/rollout.py
src/koopman_graph/data/sampling.py
src/koopman_graph/data/sequence_types.py
src/koopman_graph/data/splits.py
src/koopman_graph/data/trajectories.py
src/koopman_graph/data/validation.py
src/koopman_graph/datasets/__init__.py
src/koopman_graph/datasets/cache_cli.py
src/koopman_graph/datasets/contact_epidemic.py
src/koopman_graph/datasets/cylinder_wake.py
src/koopman_graph/datasets/download.py
src/koopman_graph/datasets/dynamics.py
src/koopman_graph/datasets/epidemic.py
src/koopman_graph/datasets/grid.py
src/koopman_graph/datasets/ieee118.py
src/koopman_graph/datasets/kuramoto_sivashinsky.py
src/koopman_graph/datasets/lorenz96.py
src/koopman_graph/datasets/metr_la.py
src/koopman_graph/datasets/pems.py
src/koopman_graph/datasets/synthetic.py
src/koopman_graph/datasets/topology.py
src/koopman_graph/datasets/molecular/__init__.py
src/koopman_graph/datasets/molecular/contact_graph.py
src/koopman_graph/datasets/molecular/md_io.py
src/koopman_graph/datasets/molecular/synthetic.py
src/koopman_graph/datasets/molecular/data/synthetic_two_state_v1.json
src/koopman_graph/distributed/__init__.py
src/koopman_graph/distributed/_fit_epochs.py
src/koopman_graph/distributed/dask_prep.py
src/koopman_graph/distributed/ddp.py
src/koopman_graph/distributed/fabric.py
src/koopman_graph/distributed/lightning_module.py
src/koopman_graph/distributed/process.py
src/koopman_graph/distributed/ray_jobs.py
src/koopman_graph/distributed/ray_train.py
src/koopman_graph/distributed/sampling.py
src/koopman_graph/distributed/seed.py
src/koopman_graph/graph_utils/__init__.py
src/koopman_graph/graph_utils/propagation.py
src/koopman_graph/graph_utils/representation.py
src/koopman_graph/graph_utils/symmetry.py
src/koopman_graph/graph_utils/topology.py
src/koopman_graph/hierarchical/__init__.py
src/koopman_graph/hierarchical/model.py
src/koopman_graph/hierarchical/pooling.py
src/koopman_graph/interop/__init__.py
src/koopman_graph/interop/deeptime.py
src/koopman_graph/losses/__init__.py
src/koopman_graph/losses/consistency.py
src/koopman_graph/losses/physics.py
src/koopman_graph/losses/reconstruction.py
src/koopman_graph/losses/regularization.py
src/koopman_graph/losses/rollout.py
src/koopman_graph/model/__init__.py
src/koopman_graph/model/encoding.py
src/koopman_graph/model/estimator.py
src/koopman_graph/model/factory.py
src/koopman_graph/model/inference.py
src/koopman_graph/model/online_adaptation.py
src/koopman_graph/model/timing.py
src/koopman_graph/model/validation.py
src/koopman_graph/mpc/__init__.py
src/koopman_graph/mpc/controller.py
src/koopman_graph/mpc/qp.py
src/koopman_graph/nn/__init__.py
src/koopman_graph/nn/adaptive_topology.py
src/koopman_graph/nn/cell_complex.py
src/koopman_graph/nn/decoder.py
src/koopman_graph/nn/delay.py
src/koopman_graph/nn/encoder.py
src/koopman_graph/nn/equivariant.py
src/koopman_graph/nn/gnn.py
src/koopman_graph/nn/heterogeneous.py
src/koopman_graph/nn/hypergraph.py
src/koopman_graph/nn/sheaf.py
src/koopman_graph/nn/simplicial.py
src/koopman_graph/operators/__init__.py
src/koopman_graph/operators/auxiliary_spectral.py
src/koopman_graph/operators/continuous.py
src/koopman_graph/operators/continuous_graph.py
src/koopman_graph/operators/continuous_hetero.py
src/koopman_graph/operators/continuous_parameterizations.py
src/koopman_graph/operators/continuous_propagation.py
src/koopman_graph/operators/continuous_van_loan.py
src/koopman_graph/operators/contract.py
src/koopman_graph/operators/control.py
src/koopman_graph/operators/discrete.py
src/koopman_graph/operators/discrete_parameterizations.py
src/koopman_graph/operators/discrete_propagation.py
src/koopman_graph/operators/global_local.py
src/koopman_graph/operators/graph.py
src/koopman_graph/operators/graph_inverse.py
src/koopman_graph/operators/graph_types.py
src/koopman_graph/operators/heterogeneous.py
src/koopman_graph/operators/hypergraph.py
src/koopman_graph/operators/joint_stability.py
src/koopman_graph/operators/matrix_free.py
src/koopman_graph/operators/orbit_ties.py
src/koopman_graph/operators/stochastic.py
src/koopman_graph/training/__init__.py
src/koopman_graph/training/device.py
src/koopman_graph/training/epochs.py
src/koopman_graph/training/extra_objectives.py
src/koopman_graph/training/history.py
src/koopman_graph/training/inputs.py
src/koopman_graph/training/latent_cache.py
src/koopman_graph/training/loop.py
src/koopman_graph/training/objectives.py
src/koopman_graph/training/pair_objectives.py
src/koopman_graph/training/schedules.py
src/koopman_graph/training/timestep_encode.py
src/koopman_graph/uq/__init__.py
src/koopman_graph/uq/bayesian.py
src/koopman_graph/uq/common.py
src/koopman_graph/uq/conformal.py
src/koopman_graph/uq/ensemble.py
src/koopman_graph/uq/latent_gaussian.py
tests/test_adaptation.py
tests/test_adaptive_topology.py
tests/test_analysis.py
tests/test_baselines.py
tests/test_bayesian_uq.py
tests/test_cache_cli.py
tests/test_cell_complex.py
tests/test_classical_dmd_peers.py
tests/test_conformal.py
tests/test_contact_epidemic.py
tests/test_continuous.py
tests/test_continuous_graph.py
tests/test_control.py
tests/test_coverage_gaps.py
tests/test_cross_topology.py
tests/test_dask_prep.py
tests/test_data.py
tests/test_dataset_download.py
tests/test_datasets.py
tests/test_decoder.py
tests/test_delay_embedding.py
tests/test_device_movers.py
tests/test_directed_hypergraph.py
tests/test_distributed_ddp.py
tests/test_distributed_fabric.py
tests/test_distributed_lightning_module.py
tests/test_distributed_process.py
tests/test_distributed_ray.py
tests/test_distributed_ray_train.py
tests/test_distributed_sampling.py
tests/test_docs.py
tests/test_dynamics.py
tests/test_e3_encoder.py
tests/test_encoder.py
tests/test_env.py
tests/test_forecaster_protocol.py
tests/test_global_local.py
tests/test_gnn_baselines.py
tests/test_graph_operator.py
tests/test_graph_utils.py
tests/test_graph_vamp.py
tests/test_hetero_conformal.py
tests/test_hetero_continuous.py
tests/test_hetero_dims_parity.py
tests/test_hetero_distributed.py
tests/test_hetero_env.py
tests/test_hetero_fabric_lightning_ray.py
tests/test_hetero_hierarchical.py
tests/test_hetero_layout_dims.py
tests/test_hetero_model.py
tests/test_hetero_operator.py
tests/test_hetero_oracle.py
tests/test_hetero_orbits.py
tests/test_hetero_parity_guards.py
tests/test_hetero_rectangular.py
tests/test_hetero_reverse_relations.py
tests/test_hetero_sequence.py
tests/test_hetero_serialization.py
tests/test_hetero_serialization_dims.py
tests/test_hetero_shared_d_regression.py
tests/test_hetero_typed.py
tests/test_hetero_windowed_fit.py
tests/test_hgt_encoder.py
tests/test_hierarchical.py
tests/test_hodge_observables.py
tests/test_hypergraph.py
tests/test_ieee118.py
tests/test_implied_timescale_oracle.py
tests/test_implied_timescales.py
tests/test_interop_deeptime.py
tests/test_invariant_geometry.py
tests/test_isotypic.py
tests/test_joint_stability_certificate.py
tests/test_latent_cache.py
tests/test_losses.py
tests/test_matrix_free.py
tests/test_metr_la_cache.py
tests/test_metrics.py
tests/test_mode_attribution.py
tests/test_model.py
tests/test_molecular_datasets.py
tests/test_mpc.py
tests/test_node_churn.py
tests/test_node_churn_hetero.py
tests/test_node_churn_regression.py
tests/test_observables.py
tests/test_operator.py
tests/test_package.py
tests/test_patch_coverage_010.py
tests/test_patch_coverage_011.py
tests/test_patch_coverage_070.py
tests/test_patch_coverage_071.py
tests/test_patch_coverage_090.py
tests/test_pems_cache.py
tests/test_plotting.py
tests/test_protocols.py
tests/test_pseudospectra.py
tests/test_relgraph_encoder.py
tests/test_resdmd.py
tests/test_residuals.py
tests/test_serialization.py
tests/test_sheaf_encoder.py
tests/test_simplicial.py
tests/test_sindy.py
tests/test_spectral_clustering.py
tests/test_statistics.py
tests/test_stochastic_dynamics.py
tests/test_symmetry.py
tests/test_synthesize_reverse_relations.py
tests/test_teaching_baseline_honesty.py
tests/test_topology_estimation.py
tests/test_topology_relation_normalize.py
tests/test_topology_transfer.py
tests/test_training.py
tests/test_training_inputs_hetero.py
tests/test_transfer_operator_baseline.py
tests/test_uq.py
tests/test_vamp2.py
tests/test_window_sampler_resolve.py