LICENSE
README.md
circuit_structure.py
eis_gui.py
eis_model.py
eis_project.py
eis_services.py
explorer_filter.py
extract_relaxis.py
load_and_label_eis.py
main.py
plot_export.py
pyproject.toml
spectrum_simulator.py
eisyfit.egg-info/PKG-INFO
eisyfit.egg-info/SOURCES.txt
eisyfit.egg-info/dependency_links.txt
eisyfit.egg-info/entry_points.txt
eisyfit.egg-info/requires.txt
eisyfit.egg-info/top_level.txt
ml/__init__.py
ml/audit_manual_frequency_range.py
ml/automatic_preprocessing.py
ml/benchmark_outlier.py
ml/benchmark_point_validity.py
ml/complete_ml_range_cache.py
ml/continue_sample178_outliers.py
ml/dataset.py
ml/diagnostics.py
ml/evaluate_frequency_limit_ml.py
ml/evaluate_frequency_selection_voltage.py
ml/evaluate_low_frequency_selector.py
ml/evaluate_point_validity.py
ml/evaluate_stage4_parameters.py
ml/evaluate_staged_datasets.py
ml/evaluate_topology_automatic_preprocessing.py
ml/finalize_topology_for_unseen_178.py
ml/frequency_limit_ml.py
ml/frequency_range.py
ml/frequency_range_visualization.py
ml/gui_results.py
ml/infer_sample178_new_frequency.py
ml/infer_unseen_sample_178.py
ml/inspect_eisfit.py
ml/l0_decision.py
ml/low_frequency_selector.py
ml/metrics.py
ml/migrate_embedded_results.py
ml/number_aware_pipeline.py
ml/outlier_cache.py
ml/parameter_limits.py
ml/parameter_prediction.py
ml/pipeline.py
ml/point_validity.py
ml/preprocessing.py
ml/results_schema.py
ml/run_frequency_range.py
ml/run_frequency_topology.py
ml/run_stage4a_parameters.py
ml/run_stage4b_parameters.py
ml/run_stage5a_initial_parameters.py
ml/run_staged_topology.py
ml/run_topology.py
ml/run_topology_cached.py
ml/runtime_inference.py
ml/staged_topology.py
ml/topology_classifier.py
ml/train_flex_model.py
ml/analysis/frequency_limit_ml/plots/sample_181_1.png
ml/analysis/frequency_limit_ml/plots/sample_181_2.png
ml/analysis/frequency_limit_ml/plots/sample_181_3.png
ml/analysis/frequency_limit_ml/plots/sample_181_4.png
ml/analysis/frequency_limit_ml/plots/sample_181_5.png
ml/analysis/frequency_limit_ml/plots/sample_181_6.png
ml/analysis/frequency_limit_ml/plots/sample_181_7.png
ml/analysis/frequency_limit_ml/plots/sample_181_8.png
ml/analysis/frequency_limit_ml/plots/sample_181_9.png
ml/analysis/frequency_selection_voltage/plots/f_max_prediction_diagnostics.png
ml/analysis/frequency_selection_voltage/plots/f_min_prediction_diagnostics.png
ml/analysis/frequency_selection_voltage/plots/voltage_vs_f_max.png
ml/analysis/frequency_selection_voltage/plots/voltage_vs_f_min.png
ml/analysis/low_frequency_selector/plots/combined_excellent_prediction.png
ml/analysis/low_frequency_selector/plots/combined_no_obvious_degradation.png
ml/analysis/low_frequency_selector/plots/combined_sample_150.png
ml/analysis/low_frequency_selector/plots/combined_sample_157.png
ml/analysis/low_frequency_selector/plots/combined_sample_181.png
ml/analysis/low_frequency_selector/plots/combined_strong_low_frequency_noise.png
ml/analysis/low_frequency_selector/plots/combined_too_high.png
ml/analysis/low_frequency_selector/plots/combined_too_low.png
ml/analysis/low_frequency_selector/plots/local_residual_excellent_prediction.png
ml/analysis/low_frequency_selector/plots/local_residual_no_obvious_degradation.png
ml/analysis/low_frequency_selector/plots/local_residual_sample_150.png
ml/analysis/low_frequency_selector/plots/local_residual_sample_157.png
ml/analysis/low_frequency_selector/plots/local_residual_sample_181.png
ml/analysis/low_frequency_selector/plots/local_residual_strong_low_frequency_noise.png
ml/analysis/low_frequency_selector/plots/local_residual_too_high.png
ml/analysis/low_frequency_selector/plots/local_residual_too_low.png
ml/analysis/low_frequency_selector/plots/rolling_stability_excellent_prediction.png
ml/analysis/low_frequency_selector/plots/rolling_stability_no_obvious_degradation.png
ml/analysis/low_frequency_selector/plots/rolling_stability_sample_150.png
ml/analysis/low_frequency_selector/plots/rolling_stability_sample_157.png
ml/analysis/low_frequency_selector/plots/rolling_stability_sample_181.png
ml/analysis/low_frequency_selector/plots/rolling_stability_strong_low_frequency_noise.png
ml/analysis/low_frequency_selector/plots/rolling_stability_too_high.png
ml/analysis/low_frequency_selector/plots/rolling_stability_too_low.png
ml/analysis/low_frequency_selector/plots/trajectory_excellent_prediction.png
ml/analysis/low_frequency_selector/plots/trajectory_no_obvious_degradation.png
ml/analysis/low_frequency_selector/plots/trajectory_sample_150.png
ml/analysis/low_frequency_selector/plots/trajectory_sample_157.png
ml/analysis/low_frequency_selector/plots/trajectory_sample_181.png
ml/analysis/low_frequency_selector/plots/trajectory_strong_low_frequency_noise.png
ml/analysis/low_frequency_selector/plots/trajectory_too_high.png
ml/analysis/low_frequency_selector/plots/trajectory_too_low.png
ml/analysis/manual_frequency_range/plots/both_boundaries_changed.png
ml/analysis/manual_frequency_range/plots/high_frequency_truncation.png
ml/analysis/manual_frequency_range/plots/identical_range.png
ml/analysis/manual_frequency_range/plots/low_frequency_truncation.png
ml/analysis/manual_frequency_range/plots/unusual_non_contiguous.png
ml/analysis/point_validity/plots/sample_129.png
ml/analysis/point_validity/plots/sample_140.png
ml/analysis/point_validity/plots/sample_150.png
ml/analysis/point_validity/plots/sample_157.png
ml/analysis/point_validity/plots/sample_159.png
ml/analysis/point_validity/plots/sample_181.png
ml/analysis/stage4a_parameters/predicted_vs_true/Q1.png
ml/analysis/stage4a_parameters/predicted_vs_true/Q2.png
ml/analysis/stage4a_parameters/predicted_vs_true/R0.png
ml/analysis/stage4a_parameters/predicted_vs_true/R1.png
ml/analysis/stage4a_parameters/predicted_vs_true/R2.png
ml/analysis/stage4a_parameters/predicted_vs_true/alpha1.png
ml/analysis/stage4a_parameters/predicted_vs_true/alpha2.png
ml/analysis/stage4b_parameters/error_vs_voltage/Q1.png
ml/analysis/stage4b_parameters/error_vs_voltage/Q2.png
ml/analysis/stage4b_parameters/error_vs_voltage/R1.png
ml/analysis/stage4b_parameters/error_vs_voltage/R2.png
ml/analysis/stage4b_parameters/error_vs_voltage/alpha1.png
ml/analysis/stage4b_parameters/error_vs_voltage/alpha2.png
ml/analysis/stage4b_parameters/predicted_vs_true/Q1.png
ml/analysis/stage4b_parameters/predicted_vs_true/Q2.png
ml/analysis/stage4b_parameters/predicted_vs_true/R1.png
ml/analysis/stage4b_parameters/predicted_vs_true/R2.png
ml/analysis/stage4b_parameters/predicted_vs_true/alpha1.png
ml/analysis/stage4b_parameters/predicted_vs_true/alpha2.png
ml/analysis/topology_automatic_preprocessing/plots/automatic_correct.png
ml/analysis/topology_automatic_preprocessing/plots/automatic_incorrect.png
ml/analysis/topology_automatic_preprocessing/plots/manual_correct_automatic_incorrect.png
ml/analysis/topology_automatic_preprocessing/plots/manual_incorrect_automatic_correct.png
ml/analysis/unseen_178/plots/spectrum_001.png
ml/analysis/unseen_178/plots/spectrum_002.png
ml/analysis/unseen_178/plots/spectrum_003.png
ml/analysis/unseen_178/plots/spectrum_004.png
ml/analysis/unseen_178/plots/spectrum_005.png
ml/analysis/unseen_178/plots/spectrum_006.png
ml/analysis/unseen_178/plots/spectrum_007.png
ml/analysis/unseen_178/plots/spectrum_008.png
ml/analysis/unseen_178_new_frequency/plots/spectrum_001.png
ml/analysis/unseen_178_new_frequency/plots/spectrum_002.png
ml/analysis/unseen_178_new_frequency/plots/spectrum_003.png
ml/analysis/unseen_178_new_frequency/plots/spectrum_004.png
ml/analysis/unseen_178_new_frequency/plots/spectrum_005.png
ml/analysis/unseen_178_new_frequency/plots/spectrum_006.png
ml/analysis/unseen_178_new_frequency/plots/spectrum_007.png
ml/analysis/unseen_178_new_frequency/plots/spectrum_008.png
ml/analysis/unseen_178_preprocessed/plots/spectrum_001.png
ml/analysis/unseen_178_preprocessed/plots/spectrum_002.png
ml/analysis/unseen_178_preprocessed/plots/spectrum_003.png
ml/analysis/unseen_178_preprocessed/plots/spectrum_004.png
ml/analysis/unseen_178_preprocessed/plots/spectrum_005.png
ml/analysis/unseen_178_preprocessed/plots/spectrum_006.png
ml/analysis/unseen_178_preprocessed/plots/spectrum_007.png
ml/analysis/unseen_178_preprocessed/plots/spectrum_008.png
ml_frequency_range_181_159_140_129_150_157/spectrum_only/plots/example_spectrum_1.png
ml_frequency_range_181_159_140_129_150_157/spectrum_only/plots/example_spectrum_2.png
ml_frequency_range_181_159_140_129_150_157/spectrum_only/plots/example_spectrum_3.png
ml_frequency_range_181_159_140_129_150_157/spectrum_only/plots/manual_range_vs_voltage.png
ml_frequency_range_181_159_140_129_150_157/spectrum_only/plots/predicted_vs_manual_hist_gradient_boosting.png
ml_frequency_range_181_159_140_129_150_157/spectrum_only/plots/predicted_vs_manual_random_forest.png
ml_frequency_range_181_159_140_129_150_157/spectrum_only/plots/predicted_vs_manual_ridge.png
ml_frequency_range_181_159_140_129_150_157/spectrum_only/plots/prediction_error_vs_voltage_hist_gradient_boosting.png
ml_frequency_range_181_159_140_129_150_157/spectrum_only/plots/prediction_error_vs_voltage_random_forest.png
ml_frequency_range_181_159_140_129_150_157/spectrum_only/plots/prediction_error_vs_voltage_ridge.png
ml_frequency_range_181_159_140_129_150_157/spectrum_plus_voltage/plots/example_spectrum_1.png
ml_frequency_range_181_159_140_129_150_157/spectrum_plus_voltage/plots/example_spectrum_2.png
ml_frequency_range_181_159_140_129_150_157/spectrum_plus_voltage/plots/example_spectrum_3.png
ml_frequency_range_181_159_140_129_150_157/spectrum_plus_voltage/plots/manual_range_vs_voltage.png
ml_frequency_range_181_159_140_129_150_157/spectrum_plus_voltage/plots/predicted_vs_manual_hist_gradient_boosting.png
ml_frequency_range_181_159_140_129_150_157/spectrum_plus_voltage/plots/predicted_vs_manual_random_forest.png
ml_frequency_range_181_159_140_129_150_157/spectrum_plus_voltage/plots/predicted_vs_manual_ridge.png
ml_frequency_range_181_159_140_129_150_157/spectrum_plus_voltage/plots/prediction_error_vs_voltage_hist_gradient_boosting.png
ml_frequency_range_181_159_140_129_150_157/spectrum_plus_voltage/plots/prediction_error_vs_voltage_random_forest.png
ml_frequency_range_181_159_140_129_150_157/spectrum_plus_voltage/plots/prediction_error_vs_voltage_ridge.png
ml_frequency_range_181_159_140_129_150_157/voltage_only/plots/example_spectrum_1.png
ml_frequency_range_181_159_140_129_150_157/voltage_only/plots/example_spectrum_2.png
ml_frequency_range_181_159_140_129_150_157/voltage_only/plots/example_spectrum_3.png
ml_frequency_range_181_159_140_129_150_157/voltage_only/plots/manual_range_vs_voltage.png
ml_frequency_range_181_159_140_129_150_157/voltage_only/plots/predicted_vs_manual_hist_gradient_boosting.png
ml_frequency_range_181_159_140_129_150_157/voltage_only/plots/predicted_vs_manual_random_forest.png
ml_frequency_range_181_159_140_129_150_157/voltage_only/plots/predicted_vs_manual_ridge.png
ml_frequency_range_181_159_140_129_150_157/voltage_only/plots/prediction_error_vs_voltage_hist_gradient_boosting.png
ml_frequency_range_181_159_140_129_150_157/voltage_only/plots/prediction_error_vs_voltage_random_forest.png
ml_frequency_range_181_159_140_129_150_157/voltage_only/plots/prediction_error_vs_voltage_ridge.png
tests/test_batch_stop.py
tests/test_circuit_structure.py
tests/test_eec_suggestions.py
tests/test_explorer_columns.py
tests/test_explorer_filter.py
tests/test_fit_jacobian.py
tests/test_fit_optimizers.py
tests/test_low_frequency_selector.py
tests/test_metadata_filename.py
tests/test_ml.py
tests/test_ml_results_architecture.py
tests/test_mpr_import.py
tests/test_number_aware_pipeline.py
tests/test_packaging_manifest.py
tests/test_plain_plot_text.py
tests/test_plot_export.py
tests/test_plot_navigation.py
tests/test_point_validity.py
tests/test_project_compression.py
tests/test_relaxis_mask_limits_models.py
tests/test_relaxis_project_load.py
tests/test_runtime_inference.py
tests/test_spectrum_simulator.py
tests/test_stage4_parameter_prediction.py
tests/test_stage5a_initial_parameters.py
tests/test_time_cycle_labeling.py