CHANGELOG.md
LICENSE
MANIFEST.in
README.md
pyproject.toml
requirements.txt
setup.py
figure_r/README.md
figure_r/__init__.py
figure_r/bootstrap.R
figure_r/experiment_plot_map.json
figure_r/experiment_plot_map.md
figure_r/lib/project_style.R
figure_r/lib/runtime.R
figure_r/python/__init__.py
figure_r/python/rendering.py
figure_r/templates/audit_sensitivity_figure.R
figure_r/templates/benchmark_rank_heatmap.R
figure_r/templates/degradation_portrait.R
figure_r/templates/evidence_lattice.R
figure_r/templates/experiment_truth_summary.R
figure_r/templates/interaction_heatmap.R
figure_r/templates/solver_stress_profiles.R
figure_r/templates/training_dynamics.R
pinn_bench/__init__.py
pinn_bench/app.py
pinn_bench/audit.py
pinn_bench/capabilities.py
pinn_bench/cli.py
pinn_bench/comparison.py
pinn_bench/demo.py
pinn_bench/doctor.py
pinn_bench/fair_board.py
pinn_bench/fair_board_results.py
pinn_bench/formalize.py
pinn_bench/logging_hooks.py
pinn_bench/observation_types.py
pinn_bench/provenance.py
pinn_bench/regime.py
pinn_bench/registry.py
pinn_bench/resources.py
pinn_bench/run.py
pinn_bench/scaffold.py
pinn_bench/stress.py
pinn_bench/suite.py
pinn_bench/suite_cli.py
pinn_bench/suite_frontdoor.py
pinn_bench/suite_models.py
pinn_bench/version.py
pinn_bench/analysis/__init__.py
pinn_bench/analysis/cli.py
pinn_bench/analysis/comparative.py
pinn_bench/analysis/decision.py
pinn_bench/analysis/diagnostics.py
pinn_bench/analysis/fairness.py
pinn_bench/analysis/normalize.py
pinn_bench/analysis/preview_line.py
pinn_bench/analysis/review.py
pinn_bench/api/__init__.py
pinn_bench/api/user_api.py
pinn_bench/assets/__init__.py
pinn_bench/community/__init__.py
pinn_bench/community/admission.py
pinn_bench/community/bundle.py
pinn_bench/community/compare_bundle.py
pinn_bench/community/import_bundle.py
pinn_bench/community/leaderboard_protocol.py
pinn_bench/community/package_run.py
pinn_bench/community/validate_submission.py
pinn_bench/config/__init__.py
pinn_bench/config/loader.py
pinn_bench/config/schema.py
pinn_bench/easy/__init__.py
pinn_bench/easy/base.py
pinn_bench/easy/cli.py
pinn_bench/easy/comparison.py
pinn_bench/easy/compliance.py
pinn_bench/easy/config_adapter.py
pinn_bench/easy/context.py
pinn_bench/easy/discovery.py
pinn_bench/easy/estimator.py
pinn_bench/easy/exceptions.py
pinn_bench/easy/report.py
pinn_bench/easy/specs.py
pinn_bench/easy/study.py
pinn_bench/experiments/__init__.py
pinn_bench/experiments/matrix_run.py
pinn_bench/experiments/snapshot_assets.py
pinn_bench/interfaces/__init__.py
pinn_bench/interfaces/model_capabilities.py
pinn_bench/interfaces/observation_types.py
pinn_bench/leaderboard/__init__.py
pinn_bench/leaderboard/aggregate.py
pinn_bench/leaderboard/export.py
pinn_bench/leaderboard/pareto.py
pinn_bench/leaderboard/reporting.py
pinn_bench/leaderboard/robustness_summary.py
pinn_bench/leaderboard/run.py
pinn_bench/leaderboard/summary.py
pinn_bench/logging/__init__.py
pinn_bench/logging/logger.py
pinn_bench/logging/tensorboard.py
pinn_bench/losses/__init__.py
pinn_bench/losses/base.py
pinn_bench/losses/composer.py
pinn_bench/metrics/__init__.py
pinn_bench/metrics/basic.py
pinn_bench/metrics/registry.py
pinn_bench/models/__init__.py
pinn_bench/models/adaptive_mlp.py
pinn_bench/models/advanced_methods.py
pinn_bench/models/base.py
pinn_bench/models/bayesian_mlp.py
pinn_bench/models/external_comparability.py
pinn_bench/models/external_registry.py
pinn_bench/models/grid_mlp.py
pinn_bench/models/kan.py
pinn_bench/models/mini_fno.py
pinn_bench/models/mlp.py
pinn_bench/models/multifidelity_mlp.py
pinn_bench/models/native_family_registry.py
pinn_bench/models/primary_method_registry.py
pinn_bench/models/siren.py
pinn_bench/models/spectral_mlp.py
pinn_bench/models/xpinn_mlp.py
pinn_bench/models/external_adapters/__init__.py
pinn_bench/models/external_adapters/base.py
pinn_bench/models/external_adapters/first_wave.py
pinn_bench/models/external_adapters/helpers.py
pinn_bench/plotting/__init__.py
pinn_bench/plotting/curves.py
pinn_bench/presets/__init__.py
pinn_bench/presets/cli.py
pinn_bench/results/__init__.py
pinn_bench/results/schema.py
pinn_bench/results/writer.py
pinn_bench/robustness/__init__.py
pinn_bench/robustness/apply.py
pinn_bench/robustness/protocols.py
pinn_bench/runners/__init__.py
pinn_bench/runners/adaptive_sampling.py
pinn_bench/runners/evaluator.py
pinn_bench/runners/experiment.py
pinn_bench/runners/profile_contracts.py
pinn_bench/runners/trainer.py
pinn_bench/superbench/__init__.py
pinn_bench/superbench/cli.py
pinn_bench/superbench/contracts.py
pinn_bench/superbench/orchestrator.py
pinn_bench/superbench/registry.py
pinn_bench/superbench/rerun_cli.py
pinn_bench/superbench/tranche.py
pinn_bench/superbench/tranche_cli.py
pinn_bench/tasks/__init__.py
pinn_bench/tasks/allencahn1d.py
pinn_bench/tasks/base.py
pinn_bench/tasks/burgers1d.py
pinn_bench/tasks/burgers1d_inverse_viscosity.py
pinn_bench/tasks/burgers1d_operator_inverse_viscosity.py
pinn_bench/tasks/burgers1d_operator_rollout.py
pinn_bench/tasks/darcy2d_inverse_permeability.py
pinn_bench/tasks/hamilton_jacobi_1d.py
pinn_bench/tasks/heat1d.py
pinn_bench/tasks/heat1d_field.py
pinn_bench/tasks/heat1d_inverse_diffusivity.py
pinn_bench/tasks/helmholtz1d.py
pinn_bench/tasks/hydronet_energy_graph_regression.py
pinn_bench/tasks/navier_stokes_2d_inverse_viscosity.py
pinn_bench/tasks/navier_stokes_2d_operator_rollout.py
pinn_bench/tasks/poisson2d.py
pinn_bench/tasks/poisson2d_field.py
pinn_bench/tasks/reaction_diffusion_operator_rollout.py
pinn_bench/tasks/shallowwater2d_operator_rollout.py
pinn_bench/tasks/slstr_cloud_mask_segmentation.py
pinn_bench/tasks/toy.py
pinn_bench/tasks/wave1d.py
pinn_bench/tasks/wave1d_field.py
pinn_bench/utils/__init__.py
pinn_bench/utils/device.py
pinn_bench/utils/io.py
pinn_bench/utils/paths.py
pinn_bench/utils/seed.py
pinnmark/__init__.py
pinnmark/__main__.py
pinnmark/run_full_inverse_benchmark.py
pinnmark.egg-info/PKG-INFO
pinnmark.egg-info/SOURCES.txt
pinnmark.egg-info/dependency_links.txt
pinnmark.egg-info/entry_points.txt
pinnmark.egg-info/requires.txt
pinnmark.egg-info/top_level.txt