LICENSE
MANIFEST.in
README.md
pyproject.toml
setup.py
docs/00_getting_started.md
docs/01_scm_foundations.md
docs/02_projective_learning.md
docs/03_gradient_policies.md
docs/04_loss_functions.md
docs/05_training_guide.md
docs/06_inference_deployment.md
docs/07_projective_training_dev.md
docs/08_api_reference.md
docs/09_bridge_summary.md
docs/10_bridge_extended.md
docs/11_integrations.md
docs/12_float64_enforcement.md
docs/13_adaptive_loss_guide.md
docs/14_adaptive_loss_summary.md
docs/15_debug_logging.md
docs/16_verification_report.md
docs/17_experiment_protocol_v1.md
docs/18_benchmarks.md
docs/19_optimization_summary.md
docs/20_optimization_guide.md
docs/adaptive_loss_guide.md
docs/adaptive_loss_summary.md
docs/autodiff_mask_real.md
docs/benchmarks.md
docs/bridge_extended.md
docs/bridge_summary.md
docs/debug_logging.md
docs/final_summary.md
docs/float64_enforcement.md
docs/hybrid_policy_quickstart.md
docs/index.md
docs/integrations.md
docs/l1_projection_guide.md
docs/layers.md
docs/optimization_guide.md
docs/optimization_summary.md
docs/quick_reference.md
docs/saturating_grad_guide.md
docs/saturating_grad_summary.md
docs/verification_report.md
docs/wheel_mode_guide.md
docs/wheel_mode_summary.md
docs/announcements/v0_4_0_arxiv.md
docs/announcements/v0_4_0_blog.md
docs/announcements/v0_4_0_messaging.md
docs/archive_tr/01_overview.md
docs/archive_tr/02_foundations.md
docs/archive_tr/README.md
docs/archive_tr/autodiff_mask_real.md
docs/archive_tr/final_summary.md
docs/archive_tr/hybrid_policy_quickstart.md
docs/archive_tr/l1_projection_guide.md
docs/archive_tr/layers.md
docs/archive_tr/quick_reference.md
docs/archive_tr/saturating_grad_guide.md
docs/archive_tr/saturating_grad_summary.md
docs/archive_tr/wheel_mode_guide.md
docs/archive_tr/wheel_mode_summary.md
docs/archive_tr/topics/00_getting_started.md
docs/archive_tr/topics/03_autodiff_modes.md
docs/archive_tr/topics/04_layers.md
docs/archive_tr/topics/05_training_policies.md
docs/archive_tr/topics/06_sampling_curriculum.md
docs/archive_tr/topics/07_evaluation_metrics.md
docs/archive_tr/topics/08_howto_checklists.md
docs/archive_tr/topics/09_tr_softmax_and_policies.md
docs/archive_tr/topics/10_policy_and_contracts.md
docs/theory/00_overview.md
docs/theory/01_fracterm_flattening.md
docs/topics/00_getting_started.md
docs/topics/01_overview.md
docs/topics/02_foundations.md
docs/topics/03_autodiff_modes.md
docs/topics/04_layers.md
docs/topics/05_training_policies.md
docs/topics/06_sampling_curriculum.md
docs/topics/07_evaluation_metrics.md
docs/topics/08_howto_checklists.md
docs/topics/09_tr_softmax_and_policies.md
docs/topics/10_policy_and_contracts.md
examples/01_quickstart.py
examples/02_rational_layer.py
examples/03_projective_mode.py
examples/04_2r_arm.py
examples/05_coverage_control.py
examples/__init__.py
examples/adaptive_loss_demo.py
examples/anti_illusion_demo.py
examples/autodiff_demo.py
examples/basic_usage.py
examples/bridge_demo.py
examples/classification_demo.py
examples/compare_backends_quick.py
examples/complete_demo.py
examples/coverage_control_demo.py
examples/evaluator_cli.py
examples/full_pipeline_demo.py
examples/hybrid_gradient_demo.py
examples/hybrid_overhead.py
examples/jax_quick_demo.py
examples/l1_projection_demo.py
examples/layers_demo.py
examples/make_overhead_dataset.py
examples/optimization_demo.py
examples/pole_1d_tutorial.py
examples/pole_detection_demo.py
examples/policy_hybrid_minimal.py
examples/saturating_grad_demo.py
examples/soa_benchmark.py
examples/softmax_demo.py
examples/tag_loss_demo.py
examples/test_critical_fixes.py
examples/test_critical_fixes_complete.py
examples/test_critical_fixes_v2.py
examples/torch_quick_demo.py
examples/tr_rational_multi_example.py
examples/wheel_mode_demo.py
examples/archive_tr/adaptive_loss_demo.py
examples/archive_tr/anti_illusion_demo.py
examples/archive_tr/classification_demo.py
examples/archive_tr/compare_backends_quick.py
examples/archive_tr/complete_demo.py
examples/archive_tr/coverage_control_demo.py
examples/archive_tr/evaluator_cli.py
examples/archive_tr/full_pipeline_demo.py
examples/archive_tr/hybrid_gradient_demo.py
examples/archive_tr/hybrid_overhead.py
examples/archive_tr/jax_quick_demo.py
examples/archive_tr/l1_projection_demo.py
examples/archive_tr/layers_demo.py
examples/archive_tr/make_overhead_dataset.py
examples/archive_tr/pole_1d_tutorial.py
examples/archive_tr/pole_detection_demo.py
examples/archive_tr/policy_hybrid_minimal.py
examples/archive_tr/saturating_grad_demo.py
examples/archive_tr/soa_benchmark.py
examples/archive_tr/softmax_demo.py
examples/archive_tr/tag_loss_demo.py
examples/archive_tr/test_critical_fixes.py
examples/archive_tr/test_critical_fixes_complete.py
examples/archive_tr/test_critical_fixes_v2.py
examples/archive_tr/torch_quick_demo.py
examples/archive_tr/baselines/compare_all.py
examples/archive_tr/baselines/eps_ensemble_baseline.py
examples/archive_tr/baselines/learnable_eps_baseline.py
examples/archive_tr/baselines/mlp_baseline.py
examples/archive_tr/baselines/rational_eps_baseline.py
examples/archive_tr/baselines/smooth_rational_baseline.py
examples/baselines/__init__.py
examples/baselines/compare_all.py
examples/baselines/dls_solver.py
examples/baselines/eps_ensemble_baseline.py
examples/baselines/learnable_eps_baseline.py
examples/baselines/mlp_baseline.py
examples/baselines/rational_eps_baseline.py
examples/baselines/smooth_rational_baseline.py
examples/brachy/__init__.py
examples/brachy/brachy_dataset.py
examples/brachy/compare_primary_dose.py
examples/brachy/models.py
examples/lj/__init__.py
examples/lj/dataset.py
examples/lj/lj_physics.py
examples/lj/models.py
examples/power/__init__.py
examples/power/compare_power.py
examples/power/models.py
examples/power/power_dataset.py
examples/rf/__init__.py
examples/rf/dataset.py
examples/rf/models.py
examples/rf/rf_physics.py
examples/robotics/__init__.py
examples/robotics/demo_rr_ik.py
examples/robotics/ik6r_dataset.py
examples/robotics/ik6r_train.py
examples/robotics/rr_ik_dataset.py
examples/robotics/rr_ik_quick.py
examples/robotics/rr_ik_train.py
examples/robotics/rrr_ik_dataset.py
examples/robotics/rrr_ik_train.py
examples/torch_baselines/__init__.py
examples/torch_baselines/compare_rr.py
examples/torch_baselines/models.py
examples/torch_baselines/rr_dataset.py
examples/torch_baselines/trainer.py
tests/conftest.py
tests/test_version.py
tests/autodiff/test_graph.py
tests/autodiff/test_policies.py
tests/autodiff/test_projective.py
tests/inference/test_mode.py
tests/integration/test_performance_regression.py
tests/integration/test_phase7_integration.py
tests/integration/test_projective_bottom_propagation.py
tests/integration/test_regression_behaviour.py
tests/integration/test_training_integration.py
tests/layers/test_layers.py
tests/layers/test_projective_rational.py
tests/losses/test_loss_gradients.py
tests/losses/test_losses.py
tests/property/test_fracterm_flattening.py
tests/property/test_scm_properties.py
tests/scm/test_fracterm.py
tests/scm/test_ops.py
tests/scm/test_ops_vectorized.py
tests/scm/test_sign.py
tests/scm/test_value.py
tests/training/test_gap.py
tests/training/test_projective_scale_collapse.py
tests/training/test_sampler.py
tests/training/test_targets.py
tests/training/test_trainer.py
tests/utils/test_ieee_bridge.py
zeroproof/__init__.py
zeroproof/bench.py
zeroproof/bench_compare.py
zeroproof/bench_summary.py
zeroproof/eval.py
zeroproof/optim_utils.py
zeroproof/optim_utils_second_order.py
zeroproof/overhead_cli.py
zeroproof/policy.py
zeroproof/protocols.py
zeroproof/py.typed
zeroproof/assets/mplstyles/zeroproof-dark.mplstyle
zeroproof/assets/mplstyles/zeroproof-light.mplstyle
zeroproof/autodiff/__init__.py
zeroproof/autodiff/backward.py
zeroproof/autodiff/grad_funcs.py
zeroproof/autodiff/grad_mode.py
zeroproof/autodiff/gradient_tape.py
zeroproof/autodiff/graph.py
zeroproof/autodiff/hybrid_gradient.py
zeroproof/autodiff/jax_hybrid.py
zeroproof/autodiff/policies.py
zeroproof/autodiff/projective.py
zeroproof/autodiff/saturating_ops.py
zeroproof/autodiff/tr_node.py
zeroproof/autodiff/tr_ops_grad.py
zeroproof/bridge/__init__.py
zeroproof/bridge/ieee_tr.py
zeroproof/bridge/jax_bridge.py
zeroproof/bridge/numpy_bridge.py
zeroproof/bridge/precision.py
zeroproof/bridge/torch_bridge.py
zeroproof/core/__init__.py
zeroproof/core/mode_isolation.py
zeroproof/core/precision_config.py
zeroproof/core/reduction.py
zeroproof/core/reductions.py
zeroproof/core/separated_ops.py
zeroproof/core/tr_ops.py
zeroproof/core/tr_scalar.py
zeroproof/core/wheel_mode.py
zeroproof/inference/__init__.py
zeroproof/inference/export.py
zeroproof/inference/mode.py
zeroproof/layers/__init__.py
zeroproof/layers/basis.py
zeroproof/layers/enhanced_pole_detection.py
zeroproof/layers/enhanced_rational.py
zeroproof/layers/fru.py
zeroproof/layers/hybrid_rational.py
zeroproof/layers/jax_rational.py
zeroproof/layers/multi_input_rational.py
zeroproof/layers/normalization.py
zeroproof/layers/numpy_rational.py
zeroproof/layers/pole_aware_rational.py
zeroproof/layers/projective_rational.py
zeroproof/layers/saturating_rational.py
zeroproof/layers/scm_rational.py
zeroproof/layers/tag_aware_rational.py
zeroproof/layers/torch_norm.py
zeroproof/layers/torch_rational.py
zeroproof/layers/tr_norm.py
zeroproof/layers/tr_rational.py
zeroproof/layers/tr_softmax.py
zeroproof/loggers/__init__.py
zeroproof/loggers/tensorboard.py
zeroproof/losses/__init__.py
zeroproof/losses/coverage.py
zeroproof/losses/implicit.py
zeroproof/losses/margin.py
zeroproof/losses/sign.py
zeroproof/metrics/__init__.py
zeroproof/metrics/core.py
zeroproof/metrics/identifiability.py
zeroproof/metrics/pole_2d.py
zeroproof/metrics/pole_3r.py
zeroproof/scm/__init__.py
zeroproof/scm/fracterm.py
zeroproof/scm/ops.py
zeroproof/scm/sign.py
zeroproof/scm/value.py
zeroproof/training/__init__.py
zeroproof/training/adaptive_loss.py
zeroproof/training/advanced_control.py
zeroproof/training/control_ablation.py
zeroproof/training/coverage.py
zeroproof/training/enhanced_coverage.py
zeroproof/training/gap.py
zeroproof/training/hybrid_trainer.py
zeroproof/training/jax_trainer.py
zeroproof/training/numpy_trainer.py
zeroproof/training/pole_detection.py
zeroproof/training/pole_supervision.py
zeroproof/training/policy_utils.py
zeroproof/training/sampler.py
zeroproof/training/sampling_diagnostics.py
zeroproof/training/tag_loss.py
zeroproof/training/targets.py
zeroproof/training/torch_trainer.py
zeroproof/training/trainer.py
zeroproof/utils/__init__.py
zeroproof/utils/benchmarking.py
zeroproof/utils/bridge.py
zeroproof/utils/caching.py
zeroproof/utils/config.py
zeroproof/utils/dataset_generation.py
zeroproof/utils/env.py
zeroproof/utils/evaluation_api.py
zeroproof/utils/ieee_bridge.py
zeroproof/utils/logging.py
zeroproof/utils/metrics.py
zeroproof/utils/numpy_checks.py
zeroproof/utils/optimization.py
zeroproof/utils/overhead.py
zeroproof/utils/parallel.py
zeroproof/utils/parity.py
zeroproof/utils/plotting.py
zeroproof/utils/pole_metrics.py
zeroproof/utils/pole_visualization.py
zeroproof/utils/profiling.py
zeroproof/utils/seeding.py
zeroproof/utils/serialization.py
zeroproof/wheel/__init__.py
zeroproofml/__init__.py
zeroproofml/benchmark.py
zeroproofml/binary_metrics.py
zeroproofml/experiment_protocol.py
zeroproofml/resources.py
zeroproofml.egg-info/PKG-INFO
zeroproofml.egg-info/SOURCES.txt
zeroproofml.egg-info/dependency_links.txt
zeroproofml.egg-info/requires.txt
zeroproofml.egg-info/top_level.txt