.flake8
.gitignore
.zenodo.json
LICENSE
README.md
mkdocs.yml
pyproject.toml
.github/workflows/joss-compile-paper-draft.yml
.github/workflows/python-package.yml
docs/benchmark.md
docs/custom_forecast_methods.md
docs/index.md
docs/intervention.md
docs/optimization.md
docs/prediction.md
docs/simulation.md
docs/images/conditional_directed_information_comparison.png
docs/images/det_v_stoch.png
docs/images/intervention_effect.png
docs/images/original_trajectory.png
docs/images/prediction_comparison.png
docs/images/sixty_models.png
examples/benchmark_example.py
images/conditional_directed_information_comparison.png
images/det_v_stoch.png
images/interfere_usage_combined.png
images/intervention_effect.png
images/original_trajectory.png
images/prediction_comparison.png
images/sixty_models.png
interfere/__init__.py
interfere/base.py
interfere/cross_validation.py
interfere/interventions.py
interfere/metrics.py
interfere/utils.py
interfere.egg-info/PKG-INFO
interfere.egg-info/SOURCES.txt
interfere.egg-info/dependency_links.txt
interfere.egg-info/requires.txt
interfere.egg-info/top_level.txt
interfere/_methods/average_method.py
interfere/_methods/deep_learning.py
interfere/_methods/reservoir_computer.py
interfere/_methods/restricted_sindy.py
interfere/_methods/sindy.py
interfere/_methods/vector_autoregression.py
interfere/_methods/nixtla_methods/__init__.py
interfere/_methods/nixtla_methods/nixtla_adapter.py
interfere/_methods/nixtla_methods/statsforecast_methods.py
interfere/_methods/nixtla_methods/neuralforecast_methods/__init__.py
interfere/_methods/nixtla_methods/neuralforecast_methods/lstm.py
interfere/_methods/nixtla_methods/neuralforecast_methods/nhits.py
interfere/dynamics/__init__.py
interfere/dynamics/arithmetic_brownian_motion.py
interfere/dynamics/base.py
interfere/dynamics/coupled_map_lattice.py
interfere/dynamics/decoupled_noise_dynamics.py
interfere/dynamics/generative_forecasters.py
interfere/dynamics/geometric_brownian_motion.py
interfere/dynamics/kuramoto.py
interfere/dynamics/lotka_volterra.py
interfere/dynamics/michaelis_menten.py
interfere/dynamics/mutualistic_pop.py
interfere/dynamics/ornstein_uhlenbeck.py
interfere/dynamics/planted_aquarium.py
interfere/dynamics/pyclustering_models.py
interfere/dynamics/quadratic_sdes.py
interfere/dynamics/simple_linear_sdes.py
interfere/dynamics/sis.py
interfere/dynamics/statespace_models.py
interfere/dynamics/wilson_cowan.py
interfere/methods/__init__.py
paper/paper.bib
paper/paper.md
paper/paper.pdf
paper/paper_full.md
paper/paper_full.pdf
tests/sample_models.py
tests/test_base.py
tests/test_cross_validation.py
tests/test_dynamics.py
tests/test_interventions.py
tests/test_methods.py
tests/test_metrics.py
tests/test_rescomp.py
tests/test_restricted_sindy.py