README.md
pyproject.toml
src/syntx/__init__.py
src/syntx/classifier.py
src/syntx/cli.py
src/syntx/deformation_metrics.py
src/syntx/diagnose.py
src/syntx/features.py
src/syntx/generators.py
src/syntx/greedy.py
src/syntx/image_compare.py
src/syntx/image_utils.py
src/syntx/motion.py
src/syntx/policy.py
src/syntx/pyramid.py
src/syntx/reporting.py
src/syntx/resnet.py
src/syntx/robust_affine.py
src/syntx/spatial.py
src/syntx/surface.py
src/syntx/syn.py
src/syntx/syn_jax.py
src/syntx/syngs.py
src/syntx/syngs_jax.py
src/syntx/template.py
src/syntx/transform.py
src/syntx/tvf.py
src/syntx/tvf_adj.py
src/syntx/tvf_jax.py
src/syntx.egg-info/PKG-INFO
src/syntx.egg-info/SOURCES.txt
src/syntx.egg-info/dependency_links.txt
src/syntx.egg-info/entry_points.txt
src/syntx.egg-info/requires.txt
src/syntx.egg-info/top_level.txt
src/syntx/benchmark/__init__.py
src/syntx/benchmark/__main__.py
src/syntx/benchmark/cli.py
src/syntx/benchmark/config.py
src/syntx/benchmark/data.py
src/syntx/benchmark/evaluate.py
src/syntx/benchmark/grid.py
src/syntx/benchmark/high_level.py
src/syntx/benchmark/html_report.py
src/syntx/benchmark/metrics.py
src/syntx/benchmark/msd.py
src/syntx/benchmark/orchestrator.py
src/syntx/benchmark/runner.py
src/syntx/benchmark/state.py
src/syntx/benchmark/worker.py
src/syntx/core/__init__.py
src/syntx/core/affine.py
src/syntx/core/grid.py
src/syntx/core/inverse.py
src/syntx/core/jacobian.py
src/syntx/core/losses.py
src/syntx/core/optimizers.py
src/syntx/core/pipeline.py
src/syntx/core/smoothing.py
src/syntx/core/utils.py
src/syntx/data/__init__.py
src/syntx/data/msd.py
src/syntx/data/surrogates.py
src/syntx/landmarks/__init__.py
src/syntx/landmarks/blob.py
src/syntx/landmarks/matcher.py
src/syntx/landmarks/mind.py
src/syntx/landmarks/optimal_transport.py
src/syntx/landmarks/orient.py
src/syntx/landmarks/preprocess.py
src/syntx/landmarks/sift2d.py
src/syntx/landmarks/sift3d.py
src/syntx/landmarks/spatial.py
src/syntx/scattered/__init__.py
src/syntx/scattered/bspline.py
src/syntx/scattered/mapping.py
src/syntx/scattered/projection.py
src/syntx/scattered/solver.py
src/syntx/scattered/transport.py
src/syntx/viz/__init__.py
src/syntx/viz/colormaps.py
src/syntx/viz/core.py
src/syntx/viz/figures.py
src/syntx/viz/gallery.py
src/syntx/viz/reports.py
src/syntx/viz/stats.py
tests/test_adversarial_affine_stress.py
tests/test_adversarial_coverage_m4.py
tests/test_adversarial_m1_smoothing.py
tests/test_adversarial_m2_anderson.py
tests/test_adversarial_m3_adam_contiguity.py
tests/test_adversarial_m3_registration.py
tests/test_adversarial_m3_syn.py
tests/test_adversarial_m4_e2e_parity.py
tests/test_adversarial_spatial_m1.py
tests/test_adversarial_spatial_primitives.py
tests/test_adversarial_transform_export.py
tests/test_adversarial_transform_m2.py
tests/test_affine_known_transform.py
tests/test_affine_reproducibility.py
tests/test_audit_2_regression.py
tests/test_audit_bugs_regression.py
tests/test_auto_reg.py
tests/test_benchmark_core.py
tests/test_benchmark_data.py
tests/test_benchmark_metrics.py
tests/test_benchmark_regression.py
tests/test_benchmark_suite.py
tests/test_bspline_interpolator.py
tests/test_bspline_regularizer.py
tests/test_bulletproof_ants_parity.py
tests/test_challenger_custom.py
tests/test_challenger_m1_downstream.py
tests/test_challenger_m2_tvf.py
tests/test_challenger_m3_tvf.py
tests/test_challenger_m4_downstream_invariance.py
tests/test_challenger_m4_stress.py
tests/test_challenger_verification.py
tests/test_classifier.py
tests/test_cli.py
tests/test_core_affine.py
tests/test_core_grid.py
tests/test_core_inverse.py
tests/test_core_jacobian.py
tests/test_core_losses.py
tests/test_core_optimizers.py
tests/test_core_pipeline.py
tests/test_core_smoothing.py
tests/test_coverage_boost_80.py
tests/test_coverage_helpers.py
tests/test_deep_metrics_benchmark.py
tests/test_diagnose.py
tests/test_distance_transform_general.py
tests/test_e2e_metrics.py
tests/test_e2e_sobolev_benchmark.py
tests/test_feature_networks.py
tests/test_generators.py
tests/test_generators_extended_coverage.py
tests/test_gpu_benchmark.py
tests/test_greedy.py
tests/test_image_compare.py
tests/test_image_compare_extended_coverage.py
tests/test_landmarks_decathlon.py
tests/test_landmarks_mbhard.py
tests/test_landmarks_simulated.py
tests/test_landmarks_spatial.py
tests/test_mattes_mi.py
tests/test_mattes_mi_determinism.py
tests/test_mbhard_benchmark_parity.py
tests/test_motion.py
tests/test_normalize_tensor.py
tests/test_optimal_transport.py
tests/test_optimizers.py
tests/test_parameter_sensitivity.py
tests/test_plot_deformation_grid.py
tests/test_population_report.py
tests/test_pyramid.py
tests/test_registration_bugs.py
tests/test_reporting.py
tests/test_reproducibility_fast.py
tests/test_robust_affine_coverage.py
tests/test_robust_affine_general.py
tests/test_scattered_batch_challenge.py
tests/test_scattered_benchmarks.py
tests/test_scattered_bspline.py
tests/test_scattered_challenge_m3.py
tests/test_scattered_m2_adversarial.py
tests/test_scattered_mapping.py
tests/test_scattered_projection.py
tests/test_scattered_pullback_pushforward.py
tests/test_scattered_syn.py
tests/test_scattered_transport_stress.py
tests/test_sobolev_2d_verification.py
tests/test_sobolev_3d_verification.py
tests/test_spatial.py
tests/test_spatial_centralization.py
tests/test_spatial_roundtrip.py
tests/test_standard_viz_infrastructure.py
tests/test_static_sobolev_clamp_inspection.py
tests/test_surface_guided_syn.py
tests/test_surrogates.py
tests/test_swin_unetr_empirical.py
tests/test_syn.py
tests/test_syn_jax.py
tests/test_syn_tvf_extended_coverage.py
tests/test_syngs_coverage.py
tests/test_syngs_m3_adversarial.py
tests/test_syngs_m3_challenger2.py
tests/test_syngs_parity.py
tests/test_template.py
tests/test_transform.py
tests/test_transform_extended_coverage.py
tests/test_tvf.py
tests/test_tvf_adj.py
tests/test_tvf_and_hybrid_inversion.py
tests/test_tvf_bugs.py
tests/test_tvf_parity.py
tests/test_vgg_3d_coverage.py
tests/test_visualization.py
tests/test_viz.py
tests/test_viz_extended_coverage.py
tests/test_viz_reports.py