All modules for which code is available

• scripts.analysis.pinn_program_bidirectional.build_phase5_bidirectional_identifiability_audit
• scripts.analysis.pinn_program_bidirectional.validate_phase5_bidirectional_identifiability_audit
• scripts.analysis.pinn_program_dynamics.build_phase6_dynamic_observability_audit
• scripts.analysis.pinn_program_dynamics.validate_phase6_dynamic_observability_audit
• scripts.analysis.pinn_program_hysteresis.build_phase4_hysteresis_feasibility_audit
• scripts.analysis.pinn_program_hysteresis.validate_phase4_hysteresis_feasibility_audit
• scripts.analysis.pinn_program_portfolios.build_physics_portfolio_feasibility_audit
• scripts.analysis.pinn_program_portfolios.validate_physics_portfolio_feasibility_audit
• scripts.analysis.polynomial_fourier_benchmark.run_phase1_polynomial_fourier_benchmark
• scripts.analysis.polynomial_fourier_benchmark.validate_phase1_polynomial_fourier_benchmark
• scripts.features.wave4b_mmt_feature_generator
• scripts.models.feedforward_network
• scripts.models.harmonic_kinematic_pinn_network
• scripts.models.harmonic_regression
• scripts.models.harmonic_residual_offset_network
• scripts.models.latent_state_hysteresis_network
• scripts.models.model_factory
• scripts.models.periodic_feature_network
• scripts.models.periodic_temporal_sequence_network
• scripts.models.quasi_static_compliance_pinn_network
• scripts.models.residual_harmonic_network
• scripts.models.residual_harmonic_temporal_sequence_network
• scripts.models.spectral_sobolev_guided_residual_network
• scripts.models.temporal_sequence_network
• scripts.models.wave3_grouped_harmonic_heads_network
• scripts.models.wave3_harmonic_prior_residual_network
• scripts.models.wave4_mmt_diagnostic_adapter
• scripts.paper_reimplementation.mmt_te_modeling.mmt_te_modeling_reproduction
• scripts.paper_reimplementation.rcim_ml_compensation.exact_paper_model_bank.exact_paper_model_bank_support
• scripts.paper_reimplementation.rcim_ml_compensation.exact_paper_model_bank.run_exact_paper_model_bank_validation
• scripts.paper_reimplementation.rcim_ml_compensation.harmonic_wise_comparison.harmonic_wise_support
• scripts.paper_reimplementation.rcim_ml_compensation.harmonic_wise_comparison.run_harmonic_wise_comparison_pipeline
• scripts.paper_reimplementation.rcim_ml_compensation.original_dataset_exact_model_bank.original_dataset_exact_model_bank_support
• scripts.paper_reimplementation.rcim_ml_compensation.original_dataset_exact_model_bank.run_original_dataset_exact_model_bank_validation
• scripts.paper_reimplementation.rcim_ml_compensation.recovered_original_workflow.create_dataframe
• scripts.paper_reimplementation.rcim_ml_compensation.recovered_original_workflow.evaluate_models
• scripts.paper_reimplementation.rcim_ml_compensation.recovered_original_workflow.training_models
• scripts.paper_reimplementation.rcim_ml_compensation.reference_family_vs_feedforward.plot_original_onnx_fw_track2_curves
• scripts.paper_reimplementation.rcim_ml_compensation.reference_family_vs_feedforward.portable_original_onnx_curve_plotter
• scripts.paper_reimplementation.rcim_ml_compensation.reference_family_vs_feedforward.reference_family_vs_feedforward_support
• scripts.paper_reimplementation.rcim_ml_compensation.reference_family_vs_feedforward.run_original_onnx_release_parity_validation
• scripts.paper_reimplementation.rcim_ml_compensation.reference_family_vs_feedforward.run_paper_reference_archive_parity_report
• scripts.paper_reimplementation.rcim_ml_compensation.reference_family_vs_feedforward.run_reference_family_vs_feedforward_comparison
• scripts.reports.analysis.build_shape_gated_te_curve_reranker
• scripts.reports.analysis.build_track2_curve_first_reranking_report
• scripts.reports.analysis.build_track2_curve_payload_diagnostics_report
• scripts.reports.analysis.build_track2_dataset_difference_report
• scripts.reports.analysis.build_track2_familywise_onnx_report
• scripts.reports.analysis.build_track2_forward_reference_curve_comparison_report
• scripts.reports.analysis.build_track2_mean_centered_collage_report
• scripts.reports.analysis.build_track2_original_onnx_fw_collage_report
• scripts.reports.analysis.build_track2_sparse_original_onnx_variants_report
• scripts.reports.analysis.build_wave4a_mmt_equation_diagnostic_report
• scripts.reports.analysis.build_wave52_frozen_baseline_residual_replay
• scripts.reports.analysis.build_wave52_mmt_residual_explanatory_diagnostic
• scripts.reports.analysis.plot_wave1_best_model_te_curves
• scripts.reports.pdf.generate_styled_report_pdf
• scripts.training.compose_hydra_training_config
• scripts.training.optuna_hpo_support
• scripts.training.physics_guided_optimization_instrumentation
• scripts.training.run_optuna_neural_hpo_study
• scripts.training.shared_training_infrastructure
• scripts.training.train_feedforward_network
• scripts.training.transmission_error_datamodule
• scripts.training.transmission_error_regression_module
• scripts.training.validate_training_setup