LICENSE
MANIFEST.in
README.md
pyproject.toml
neural_assemblies/__init__.py
neural_assemblies/py.typed
neural_assemblies.egg-info/PKG-INFO
neural_assemblies.egg-info/SOURCES.txt
neural_assemblies.egg-info/dependency_links.txt
neural_assemblies.egg-info/requires.txt
neural_assemblies.egg-info/top_level.txt
neural_assemblies/area_management/__init__.py
neural_assemblies/assembly_calculus/__init__.py
neural_assemblies/assembly_calculus/assembly.py
neural_assemblies/assembly_calculus/fiber.py
neural_assemblies/assembly_calculus/fsm.py
neural_assemblies/assembly_calculus/next_token.py
neural_assemblies/assembly_calculus/ops.py
neural_assemblies/assembly_calculus/parser.py
neural_assemblies/assembly_calculus/pfa.py
neural_assemblies/assembly_calculus/readout.py
neural_assemblies/assembly_calculus/sequence.py
neural_assemblies/assembly_calculus/emergent/__init__.py
neural_assemblies/assembly_calculus/emergent/_parser_core.py
neural_assemblies/assembly_calculus/emergent/_parser_distributional.py
neural_assemblies/assembly_calculus/emergent/_parser_generation.py
neural_assemblies/assembly_calculus/emergent/_parser_incremental.py
neural_assemblies/assembly_calculus/emergent/_parser_morphosyntax.py
neural_assemblies/assembly_calculus/emergent/_parser_prediction.py
neural_assemblies/assembly_calculus/emergent/_parser_unsupervised.py
neural_assemblies/assembly_calculus/emergent/areas.py
neural_assemblies/assembly_calculus/emergent/curriculum.py
neural_assemblies/assembly_calculus/emergent/evaluation.py
neural_assemblies/assembly_calculus/emergent/grounding.py
neural_assemblies/assembly_calculus/emergent/parser.py
neural_assemblies/assembly_calculus/emergent/training_data.py
neural_assemblies/assembly_calculus/emergent/vocabulary_builder.py
neural_assemblies/compute/__init__.py
neural_assemblies/compute/explicit_projection.py
neural_assemblies/compute/hyperdimensional.py
neural_assemblies/compute/image_activation.py
neural_assemblies/compute/neural_computation.py
neural_assemblies/compute/plasticity.py
neural_assemblies/compute/sparse_simulation.py
neural_assemblies/compute/statistics.py
neural_assemblies/compute/utils.py
neural_assemblies/compute/winner_selection.py
neural_assemblies/connectome_management/__init__.py
neural_assemblies/constants/__init__.py
neural_assemblies/constants/default_params.py
neural_assemblies/core/__init__.py
neural_assemblies/core/area.py
neural_assemblies/core/backend.py
neural_assemblies/core/brain.py
neural_assemblies/core/brain_cpp.py
neural_assemblies/core/connectome.py
neural_assemblies/core/cuda_engine.py
neural_assemblies/core/cupy_engine.py
neural_assemblies/core/engine.py
neural_assemblies/core/stimulus.py
neural_assemblies/core/kernels/__init__.py
neural_assemblies/core/kernels/implicit.py
neural_assemblies/core/kernels/sparse_ops.py
neural_assemblies/core/numpy_engine/__init__.py
neural_assemblies/core/numpy_engine/_explicit.py
neural_assemblies/core/numpy_engine/_sparse.py
neural_assemblies/core/numpy_engine/_state.py
neural_assemblies/core/torch_engine/__init__.py
neural_assemblies/core/torch_engine/_csr.py
neural_assemblies/core/torch_engine/_engine.py
neural_assemblies/core/torch_engine/_hash.py
neural_assemblies/core/torch_engine/_state.py
neural_assemblies/experiments/__init__.py
neural_assemblies/input_processing/__init__.py
neural_assemblies/interfaces/__init__.py
neural_assemblies/language/__init__.py
neural_assemblies/language/debugger.py
neural_assemblies/language/grammar_rules.py
neural_assemblies/language/language_areas.py
neural_assemblies/language/parser.py
neural_assemblies/language/readout_methods.py
neural_assemblies/learning/__init__.py
neural_assemblies/lexicon/__init__.py
neural_assemblies/lexicon/assembly_language_learner.py
neural_assemblies/lexicon/build_lexicon.py
neural_assemblies/lexicon/curriculum.py
neural_assemblies/lexicon/gpu_assembly_learner.py
neural_assemblies/lexicon/gpu_language_learner.py
neural_assemblies/lexicon/lexicon_manager.py
neural_assemblies/lexicon/statistics.py
neural_assemblies/lexicon/test_lexicon_and_curriculum.py
neural_assemblies/lexicon/true_assembly_learner.py
neural_assemblies/lexicon/curriculum/__init__.py
neural_assemblies/lexicon/curriculum/grounded_training.py
neural_assemblies/lexicon/curriculum/stage1_first_words.py
neural_assemblies/lexicon/curriculum/stage2_vocabulary_spurt.py
neural_assemblies/lexicon/curriculum/stage3_two_word.py
neural_assemblies/lexicon/curriculum/stage4_sentences.py
neural_assemblies/lexicon/data/__init__.py
neural_assemblies/lexicon/data/adjectives.py
neural_assemblies/lexicon/data/adverbs.py
neural_assemblies/lexicon/data/auxiliaries.py
neural_assemblies/lexicon/data/conjunctions.py
neural_assemblies/lexicon/data/determiners.py
neural_assemblies/lexicon/data/nouns.py
neural_assemblies/lexicon/data/prepositions.py
neural_assemblies/lexicon/data/pronouns.py
neural_assemblies/lexicon/data/verbs.py
neural_assemblies/models/__init__.py
neural_assemblies/nemo/__init__.py
neural_assemblies/nemo/test.py
neural_assemblies/nemo/archive/__init__.py
neural_assemblies/nemo/archive/brain_v1.py
neural_assemblies/nemo/archive/emergent_learner_v1.py
neural_assemblies/nemo/archive/hierarchical_fast_v1.py
neural_assemblies/nemo/archive/hierarchical_full_v1.py
neural_assemblies/nemo/archive/hierarchical_v1.py
neural_assemblies/nemo/archive/kernels_v1.py
neural_assemblies/nemo/archive/linguistic_extensions_v1.py
neural_assemblies/nemo/archive/scaling_study_v1.py
neural_assemblies/nemo/archive/test_generation_v1.py
neural_assemblies/nemo/core/__init__.py
neural_assemblies/nemo/core/area.py
neural_assemblies/nemo/core/brain.py
neural_assemblies/nemo/core/kernel.py
neural_assemblies/nemo/language/__init__.py
neural_assemblies/nemo/language/curriculum.py
neural_assemblies/nemo/language/emergent_learner.py
neural_assemblies/nemo/language/generator.py
neural_assemblies/nemo/language/integrated_trainer.py
neural_assemblies/nemo/language/learner.py
neural_assemblies/nemo/language/nemo_learner.py
neural_assemblies/nemo/language/emergent/__init__.py
neural_assemblies/nemo/language/emergent/areas.py
neural_assemblies/nemo/language/emergent/brain.py
neural_assemblies/nemo/language/emergent/cuda_backend.py
neural_assemblies/nemo/language/emergent/demo.py
neural_assemblies/nemo/language/emergent/generator.py
neural_assemblies/nemo/language/emergent/learner.py
neural_assemblies/nemo/language/emergent/params.py
neural_assemblies/nemo/language/emergent/profiler.py
neural_assemblies/nemo/language/emergent/training_data.py
neural_assemblies/nemo/language/emergent/curriculum/__init__.py
neural_assemblies/nemo/language/emergent/curriculum/dialogue/__init__.py
neural_assemblies/nemo/language/emergent/curriculum/generators/__init__.py
neural_assemblies/nemo/language/emergent/curriculum/generators/base.py
neural_assemblies/nemo/language/emergent/curriculum/generators/declarative.py
neural_assemblies/nemo/language/emergent/curriculum/generators/interrogative.py
neural_assemblies/nemo/language/emergent/curriculum/generators/self_referential.py
neural_assemblies/nemo/language/emergent/curriculum/stages/__init__.py
neural_assemblies/nemo/language/emergent/curriculum/vocabulary/__init__.py
neural_assemblies/nemo/language/emergent/curriculum/vocabulary/grounding.py
neural_assemblies/nemo/language/emergent/curriculum/vocabulary/loader.py
neural_assemblies/nemo/language/emergent/curriculum/vocabulary/types.py
neural_assemblies/nemo/language/emergent/generation/__init__.py
neural_assemblies/nemo/language/emergent/generation/activation.py
neural_assemblies/nemo/language/emergent/generation/emergent_gen.py
neural_assemblies/nemo/language/emergent/generation/emergent_retriever.py
neural_assemblies/nemo/language/emergent/generation/generator.py
neural_assemblies/nemo/language/emergent/generation/hopfield_memory.py
neural_assemblies/nemo/language/emergent/generation/hybrid_gen.py
neural_assemblies/nemo/language/emergent/generation/neural_decoder.py
neural_assemblies/nemo/language/emergent/generation/vp_decoder.py
neural_assemblies/nemo/language/emergent/interactive/__init__.py
neural_assemblies/nemo/language/emergent/interactive/dialogue.py
neural_assemblies/nemo/language/emergent/interactive/grounding.py
neural_assemblies/nemo/language/emergent/interactive/interactive_learner.py
neural_assemblies/nemo/language/emergent/interactive/response.py
neural_assemblies/nemo/language/emergent/interactive/run_session.py
neural_assemblies/nemo/language/emergent/parser/__init__.py
neural_assemblies/nemo/language/emergent/parser/comprehension.py
neural_assemblies/nemo/language/emergent/parser/core.py
neural_assemblies/nemo/language/emergent/tests/__init__.py
neural_assemblies/nemo/language/emergent/tests/benchmark.py
neural_assemblies/nemo/language/emergent/tests/run_all.py
neural_assemblies/nemo/language/emergent/tests/shared_model.py
neural_assemblies/nemo/language/emergent/tests/test_comprehension.py
neural_assemblies/nemo/language/emergent/tests/test_cuda_backend.py
neural_assemblies/nemo/language/emergent/tests/test_generation.py
neural_assemblies/nemo/language/emergent/tests/test_interactive.py
neural_assemblies/nemo/language/emergent/tests/test_parser.py
neural_assemblies/nemo/language/emergent/tests/test_training.py
neural_assemblies/nemo/language/emergent/tests/generation/hippocampal_realism_study.py
neural_assemblies/nemo/language/emergent/tests/generation/test_best_params.py
neural_assemblies/nemo/language/emergent/tests/generation/test_cortex_mediated_memory.py
neural_assemblies/nemo/language/emergent/tests/generation/test_emergent_retrieval.py
neural_assemblies/nemo/language/emergent/tests/generation/test_nemo_primitives_for_hippocampus.py
neural_assemblies/nemo/language/emergent/tests/generation/test_original_pattern_completion.py
neural_assemblies/nemo/language/emergent/tests/generation/test_parameter_sweep_stability.py
neural_assemblies/nemo/language/emergent/tests/generation/test_pattern_completion_properly.py
neural_assemblies/nemo/language/emergent/tests/generation/test_single_vs_multiple.py
neural_assemblies/nemo/language/emergent/tests/generation/test_threshold_dynamics.py
neural_assemblies/nemo/language/emergent/tests/generation/test_weight_learning.py
neural_assemblies/nemo/language/emergent/tests/generation/why_recurrent_fails.py
neural_assemblies/simulation/__init__.py
neural_assemblies/simulation/advanced_simulations.py
neural_assemblies/simulation/association_simulator.py
neural_assemblies/simulation/association_simulator_cpp.py
neural_assemblies/simulation/density_simulator.py
neural_assemblies/simulation/merge_simulator.py
neural_assemblies/simulation/pattern_completion.py
neural_assemblies/simulation/plotting_utils.py
neural_assemblies/simulation/projection_simulator.py
neural_assemblies/simulation/turing_simulations.py
neural_assemblies/tests/__init__.py
neural_assemblies/tests/test_area.py
neural_assemblies/tests/test_assembly_calculus.py
neural_assemblies/tests/test_autonomous_recurrence.py
neural_assemblies/tests/test_backend.py
neural_assemblies/tests/test_brain.py
neural_assemblies/tests/test_computation_value.py
neural_assemblies/tests/test_connectome.py
neural_assemblies/tests/test_cuda_kernels.py
neural_assemblies/tests/test_emergent_parser.py
neural_assemblies/tests/test_engine_parity.py
neural_assemblies/tests/test_explicit_projection.py
neural_assemblies/tests/test_fsm.py
neural_assemblies/tests/test_image_activation.py
neural_assemblies/tests/test_language_parsing.py
neural_assemblies/tests/test_lri.py
neural_assemblies/tests/test_nemo_patterns_core.py
neural_assemblies/tests/test_next_token.py
neural_assemblies/tests/test_next_token_scaling.py
neural_assemblies/tests/test_noise_robustness.py
neural_assemblies/tests/test_parser_composition.py
neural_assemblies/tests/test_pfa.py
neural_assemblies/tests/test_plasticity.py
neural_assemblies/tests/test_projection_parity.py
neural_assemblies/tests/test_readout.py
neural_assemblies/tests/test_refracted.py
neural_assemblies/tests/test_sequence_recall_sweep.py
neural_assemblies/tests/test_sequences.py
neural_assemblies/tests/test_simulation_integration.py
neural_assemblies/tests/test_sparse_simulation.py
neural_assemblies/tests/test_sparse_simulation_integration.py
neural_assemblies/tests/test_statistics.py
neural_assemblies/tests/test_statistics_performance.py
neural_assemblies/tests/test_torch_parity.py
neural_assemblies/tests/test_utils.py
neural_assemblies/tests/test_winner_selection.py
neural_assemblies/text_generation/assembly_text_generator.py
neural_assemblies/text_generation/grammatical_assembly_brain.py
neural_assemblies/text_generation/robust_grammatical_brain.py
neural_assemblies/utils/__init__.py
neural_assemblies/utils/math_utils.py
neural_assemblies/visualization/__init__.py
tests/test_brain_core.py
tests/test_simulations.py