LICENSE
README.md
pyproject.toml
matrixai/__init__.py
matrixai/__main__.py
matrixai/cli.py
matrixai/errors.py
matrixai/limits.py
matrixai/pack.py
matrixai/playground.py
matrixai/playground_api.py
matrixai/sandbox.py
matrixai/scaffolding.py
matrixai/server.py
matrixai/tooling.py
matrixai/types.py
matrixai/actions/__init__.py
matrixai/actions/approval.py
matrixai/actions/composite_integration.py
matrixai/actions/contract.py
matrixai/actions/dryrun.py
matrixai/actions/executor.py
matrixai/actions/parser.py
matrixai/actions/registry.py
matrixai/actions/rollback.py
matrixai/actions/sandbox.py
matrixai/actions/schema.py
matrixai/actions/trace.py
matrixai/agents/__init__.py
matrixai/agents/architect.py
matrixai/agents/auditor.py
matrixai/agents/llm_adapters.py
matrixai/agents/llm_proposal.py
matrixai/agents/mathematical.py
matrixai/agents/optimizer.py
matrixai/agents/planner_verifier.py
matrixai/agents/prompt.py
matrixai/agents/prompt_supervisor.py
matrixai/agents/refinement.py
matrixai/agents/safety.py
matrixai/agents/verifier.py
matrixai/compiler/__init__.py
matrixai/compiler/backend_contract.py
matrixai/compiler/differentiable_python.py
matrixai/compiler/python_backend.py
matrixai/compiler/torch_forward.py
matrixai/continual/__init__.py
matrixai/continual/approval.py
matrixai/continual/collector.py
matrixai/continual/dataset.py
matrixai/continual/drift.py
matrixai/continual/monitor.py
matrixai/continual/parser.py
matrixai/continual/policy_view.py
matrixai/continual/refinement_bridge.py
matrixai/continual/rollback.py
matrixai/continual/trainer.py
matrixai/continual/versioning.py
matrixai/core/__init__.py
matrixai/core/ast_nodes.py
matrixai/core/evaluator.py
matrixai/core/graph.py
matrixai/core/lexer.py
matrixai/core/parser.py
matrixai/core/registry.py
matrixai/core/trace.py
matrixai/export/__init__.py
matrixai/export/bundle.py
matrixai/export/equivalence.py
matrixai/export/onnx_exporter.py
matrixai/export/wasm_exporter.py
matrixai/forward/__init__.py
matrixai/forward/composite_forward.py
matrixai/forward/composite_torch.py
matrixai/forward/dense_forward.py
matrixai/forward/dense_torch.py
matrixai/functions/__init__.py
matrixai/functions/math_ops.py
matrixai/functions/scoring.py
matrixai/functions/transforms.py
matrixai/ir/__init__.py
matrixai/ir/continual.py
matrixai/ir/expr.py
matrixai/ir/schema.py
matrixai/parameters/__init__.py
matrixai/parameters/network_params.py
matrixai/parameters/store.py
matrixai/parameters/tensor_bridge.py
matrixai/parser/__init__.py
matrixai/parser/parser.py
matrixai/registry/__init__.py
matrixai/registry/composite_hash.py
matrixai/registry/entry_hash.py
matrixai/registry/layout.py
matrixai/registry/model_registry.py
matrixai/registry/resolver.py
matrixai/registry/schema.py
matrixai/registry/signing.py
matrixai/runtime/__init__.py
matrixai/runtime/runtime.py
matrixai/signing/__init__.py
matrixai/signing/keystore.py
matrixai/templates/classification/README.md
matrixai/templates/classification/{{project_name}}.mxai
matrixai/templates/classification/{{project_name}}.mxtrain
matrixai/templates/classification/dataset/test.csv
matrixai/templates/classification/dataset/train.csv
matrixai/templates/classification/input/sample.json
matrixai/templates/classification/models/best/params.json
matrixai/training/__init__.py
matrixai/training/categorical.py
matrixai/training/coherence.py
matrixai/training/composite_backprop.py
matrixai/training/composite_evaluator.py
matrixai/training/composite_generator.py
matrixai/training/composite_torch_trainer.py
matrixai/training/composite_trainer.py
matrixai/training/data.py
matrixai/training/dataset_manifest.py
matrixai/training/dense_backprop.py
matrixai/training/dense_evaluator.py
matrixai/training/dense_generator.py
matrixai/training/dense_torch_trainer.py
matrixai/training/dense_trainer.py
matrixai/training/differentiability.py
matrixai/training/domain_rules.py
matrixai/training/generator.py
matrixai/training/parser.py
matrixai/training/spec.py
matrixai/training/supervised_prompt.py
matrixai/training/synthetic.py
matrixai/training/torch_evaluator.py
matrixai/training/torch_trainer.py
matrixai/training/trainer.py
matrixai/training/verifier.py
matrixai_core.egg-info/PKG-INFO
matrixai_core.egg-info/SOURCES.txt
matrixai_core.egg-info/dependency_links.txt
matrixai_core.egg-info/entry_points.txt
matrixai_core.egg-info/requires.txt
matrixai_core.egg-info/top_level.txt
tests/test_backend_contract.py
tests/test_core.py
tests/test_gpu_c1_dense_torch_trainer.py
tests/test_gpu_c2_composite_torch_trainer.py
tests/test_gpu_c3_backend_selection.py
tests/test_gpu_c6_torch_eval.py
tests/test_gpu_m10_coherent_labeling.py
tests/test_gpu_m12_prompt_width.py
tests/test_llm_multiprovider.py
tests/test_m12_limits.py
tests/test_m15_effective_batch.py
tests/test_m15f_composite_builder.py
tests/test_m16_csv_template.py
tests/test_m2_c3_composite_generation.py
tests/test_m2v2_c1_composite_onnx.py
tests/test_m2v2_c2_composite_equivalence.py
tests/test_m2v2_c4_embedding.py
tests/test_m2v2_c5_llm_composite.py
tests/test_m3_metrics.py
tests/test_m6_range_editor.py
tests/test_m7_collapse_detection.py
tests/test_m8_a1_architecture_sanitizer.py
tests/test_m8_a3_seed_retry.py
tests/test_m8_b1_llm_architect.py
tests/test_m8_c1_data_signal.py
tests/test_m8v2_c1_domain_rules.py
tests/test_m8v2_c2_llm_domain.py
tests/test_m8v2_c3_generation.py
tests/test_m9_coherence.py
tests/test_mvp.py
tests/test_nightly_transformer.py
tests/test_p10_attention_primitives.py
tests/test_p10_audit_fixes.py
tests/test_p10_backend_extended.py
tests/test_p10_layers.py
tests/test_p10_lowering.py
tests/test_p10_params.py
tests/test_p10_primitives.py
tests/test_p10_regression.py
tests/test_p10_types.py
tests/test_p11_5_cut1_liveness.py
tests/test_p11_5_cut2_sequence.py
tests/test_p11_5_cut3_attention.py
tests/test_p11_cut1_layer_body.py
tests/test_p11_cut1_trainer_integration.py
tests/test_p11_cut2_template.py
tests/test_p11_cut3_forward_pass.py
tests/test_p11_cut4_training_spec.py
tests/test_p11_cut5_training_run.py
tests/test_p11_cut6_evaluation_report.py
tests/test_p11_cut7_playground.py
tests/test_p11_cut8_regression.py
tests/test_p12_cut7_regression.py
tests/test_p12_synthetic_data.py
tests/test_p13_cli_refine.py
tests/test_p13_cut7_regression.py
tests/test_p13_playground_refine.py
tests/test_p13_refinement_loop.py
tests/test_p14_backend_runtime.py
tests/test_p14_backend_spec.py
tests/test_p14_device_detection.py
tests/test_p14_device_propagation.py
tests/test_p14_numerical_equivalence.py
tests/test_p14_torch_skip_activation.py
tests/test_p15_cut1_onnx_export.py
tests/test_p15_cut2_equivalence.py
tests/test_p15_cut3_edge_bundle.py
tests/test_p15_cut4_p10_primitives.py
tests/test_p15_cut5_transformer_p11.py
tests/test_p15_cut6_wasm.py
tests/test_p15_cut7_regression.py
tests/test_p17_cut1_ir.py
tests/test_p17_cut2_verifier.py
tests/test_p17_cut3_trainer.py
tests/test_p17_cut4_generator.py
tests/test_p17_cut5_synthetic.py
tests/test_p17_cut6_prompt_agent.py
tests/test_p18_audit_fixes.py
tests/test_p18_cut10_dense_generator.py
tests/test_p18_cut1_network_parser.py
tests/test_p18_cut2_network_types.py
tests/test_p18_cut3_parameter_manifest.py
tests/test_p18_cut4_backend_contract.py
tests/test_p18_cut5_dense_forward.py
tests/test_p18_cut6_backprop.py
tests/test_p18_cut7_training_verifier.py
tests/test_p18_cut8_evaluation.py
tests/test_p18_cut9_torch.py
tests/test_p19_cut10_composite_generator.py
tests/test_p19_cut1_network_parser.py
tests/test_p19_cut2_shape_inference.py
tests/test_p19_cut3_parameter_manifest.py
tests/test_p19_cut4_backend_contract.py
tests/test_p19_cut5_forward_stdlib.py
tests/test_p19_cut6_backprop.py
tests/test_p19_cut7_training_verifier.py
tests/test_p19_cut8_evaluation.py
tests/test_p19_cut9_torch.py
tests/test_p20_audit_fixes.py
tests/test_p20_cut10_cli.py
tests/test_p20_cut1_mxact_parser.py
tests/test_p20_cut2_action_contract.py
tests/test_p20_cut3_capability_registry.py
tests/test_p20_cut4_dryrun.py
tests/test_p20_cut5_executor.py
tests/test_p20_cut6_sandbox.py
tests/test_p20_cut7_trace.py
tests/test_p20_cut8_rollback.py
tests/test_p20_cut9_approval.py
tests/test_p21_cut10_p20_integration.py
tests/test_p21_cut12_regression.py
tests/test_p21_cut1_registry_entry.py
tests/test_p21_cut2_import_parser.py
tests/test_p21_cut3_model_registry.py
tests/test_p21_cut4_resolver.py
tests/test_p21_cut5_type_system.py
tests/test_p21_cut6_backend_analyzer.py
tests/test_p21_cut7_parameter_set.py
tests/test_p21_cut8_composite_forward.py
tests/test_p21_cut9_hash_chain.py
tests/test_p21_post_audit.py
tests/test_p22_cut10_refinement_bridge.py
tests/test_p22_cut1_continual_parser.py
tests/test_p22_cut2_collector.py
tests/test_p22_cut3_drift_detector.py
tests/test_p22_cut4_continual_dataset.py
tests/test_p22_cut5_incremental_trainer.py
tests/test_p22_cut6_approval_gate.py
tests/test_p22_cut7_versioning.py
tests/test_p22_cut8_monitor.py
tests/test_p22_cut9_rollback.py
tests/test_p7_llm_bridge.py
tests/test_pack.py
tests/test_parameters.py
tests/test_playground.py
tests/test_playground_api.py
tests/test_pr4_c1_deployment.py
tests/test_pr4_c2_observability.py
tests/test_pr4_c3_fixes.py
tests/test_pr4_c4_key_rotation.py
tests/test_pr4_c5_server_hardening.py
tests/test_pr5_c3_distribution.py
tests/test_pr5_c6_api.py
tests/test_s1_c14_dense_llm_schema.py
tests/test_s1_c15_llm_dataset.py
tests/test_s1_seg_security.py
tests/test_s2_identifier.py
tests/test_sandbox.py
tests/test_server.py
tests/test_snapshots.py
tests/test_supervision_snapshots.py
tests/test_tooling.py
tests/test_torch_forward.py
tests/test_torch_training.py
tests/test_training_contract.py
tests/test_training_generation.py
tests/test_training_pipeline.py
tests/test_types.py