CHANGELOG.md
CITATION.cff
LICENSE.txt
MANIFEST.in
README.md
pyproject.toml
setup.py
./nimbus_bci/__init__.py
./nimbus_bci/nimbus_io.py
./nimbus_bci/nimbus_math.py
./nimbus_bci/py.typed
./nimbus_bci/active_learning/__init__.py
./nimbus_bci/active_learning/_adapter.py
./nimbus_bci/active_learning/bald.py
./nimbus_bci/active_learning/session.py
./nimbus_bci/active_learning/stopping.py
./nimbus_bci/active_learning/strategies.py
./nimbus_bci/active_learning/streaming.py
./nimbus_bci/active_learning/suggest.py
./nimbus_bci/compat/__init__.py
./nimbus_bci/compat/mne_compat.py
./nimbus_bci/compat/sklearn_compat.py
./nimbus_bci/data/__init__.py
./nimbus_bci/data/contracts.py
./nimbus_bci/data/validation.py
./nimbus_bci/inference/__init__.py
./nimbus_bci/inference/aggregation.py
./nimbus_bci/inference/batch.py
./nimbus_bci/inference/dispatch.py
./nimbus_bci/inference/posterior_sampling.py
./nimbus_bci/inference/streaming.py
./nimbus_bci/metrics/__init__.py
./nimbus_bci/metrics/_entropy.py
./nimbus_bci/metrics/alpha_temperature.py
./nimbus_bci/metrics/calibration.py
./nimbus_bci/metrics/classification.py
./nimbus_bci/metrics/classification_uncertainty.py
./nimbus_bci/metrics/diagnostics.py
./nimbus_bci/metrics/performance.py
./nimbus_bci/metrics/quality.py
./nimbus_bci/metrics/stats.py
./nimbus_bci/metrics/temperature.py
./nimbus_bci/metrics/trust.py
./nimbus_bci/metrics/units.py
./nimbus_bci/middleware/__init__.py
./nimbus_bci/middleware/_cost_measure.py
./nimbus_bci/middleware/config.py
./nimbus_bci/middleware/contracts.py
./nimbus_bci/middleware/evaluation.py
./nimbus_bci/middleware/mi_session.py
./nimbus_bci/middleware/p300_session.py
./nimbus_bci/middleware/population.py
./nimbus_bci/middleware/wrap.py
./nimbus_bci/middleware/adapters/__init__.py
./nimbus_bci/middleware/adapters/_validation.py
./nimbus_bci/middleware/adapters/balora.py
./nimbus_bci/middleware/adapters/braindecode.py
./nimbus_bci/middleware/adapters/eegnet.py
./nimbus_bci/middleware/adapters/film.py
./nimbus_bci/middleware/adapters/lora.py
./nimbus_bci/middleware/alignment/__init__.py
./nimbus_bci/middleware/alignment/realign.py
./nimbus_bci/middleware/alignment/transforms.py
./nimbus_bci/middleware/personalizer/__init__.py
./nimbus_bci/middleware/personalizer/_adapt.py
./nimbus_bci/middleware/personalizer/_async.py
./nimbus_bci/middleware/personalizer/_base.py
./nimbus_bci/middleware/personalizer/_core.py
./nimbus_bci/middleware/personalizer/_evaluation.py
./nimbus_bci/middleware/personalizer/_fitting.py
./nimbus_bci/middleware/personalizer/_helpers.py
./nimbus_bci/middleware/personalizer/_persistence.py
./nimbus_bci/middleware/personalizer/_prediction.py
./nimbus_bci/middleware/personalizer/_profile.py
./nimbus_bci/middleware/personalizer/_recipe.py
./nimbus_bci/middleware/personalizer/_trunk.py
./nimbus_bci/middleware/policies/__init__.py
./nimbus_bci/middleware/policies/adapt_arm.py
./nimbus_bci/middleware/policies/adapt_gate.py
./nimbus_bci/middleware/policies/decision.py
./nimbus_bci/middleware/techniques/__init__.py
./nimbus_bci/middleware/techniques/t3a.py
./nimbus_bci/middleware/techniques/trainer.py
./nimbus_bci/middleware/techniques/tta.py
./nimbus_bci/models/__init__.py
./nimbus_bci/models/base.py
./nimbus_bci/models/nimbus_lda/__init__.py
./nimbus_bci/models/nimbus_lda/classifier.py
./nimbus_bci/models/nimbus_lda/epistemic.py
./nimbus_bci/models/nimbus_lda/inference.py
./nimbus_bci/models/nimbus_lda/learning.py
./nimbus_bci/models/nimbus_qda/__init__.py
./nimbus_bci/models/nimbus_qda/classifier.py
./nimbus_bci/models/nimbus_qda/inference.py
./nimbus_bci/models/nimbus_qda/learning.py
./nimbus_bci/models/nimbus_softmax/__init__.py
./nimbus_bci/models/nimbus_softmax/classifier.py
./nimbus_bci/models/nimbus_softmax/inference.py
./nimbus_bci/models/nimbus_softmax/learning.py
./nimbus_bci/models/nimbus_sts/__init__.py
./nimbus_bci/models/nimbus_sts/classifier.py
./nimbus_bci/models/nimbus_sts/inference.py
./nimbus_bci/models/nimbus_sts/learning.py
./nimbus_bci/riemann/__init__.py
./nimbus_bci/riemann/encoder.py
./nimbus_bci/riemann/pipeline.py
./nimbus_bci/riemann/recommend.py
./nimbus_bci/riemann/tracking.py
./nimbus_bci/utils/__init__.py
./nimbus_bci/utils/feature_aggregation.py
./nimbus_bci/utils/linalg.py
./nimbus_bci/utils/normalization.py
./nimbus_bci/utils/preprocessing_diagnostics.py
examples/active_calibration_loop.py
examples/balora_quickstart.py
examples/e2e_mne_csp_nimbus.py
examples/e2e_mne_physionet_brainstate.py
examples/middleware_braindecode.py
examples/middleware_geometry_gateway.py
examples/middleware_mi_session.py
examples/middleware_personalizer.py
examples/middleware_recommend_adapt.py
examples/middleware_reve.py
examples/middleware_streaming_adaptation.py
examples/nimbus_lda_synthetic.py
examples/nimbus_qda_synthetic.py
examples/nimbus_softmax_synthetic.py
examples/nimbus_sts_synthetic.py
examples/phase1_dx.py
examples/quickstart.py
examples/validate_balora_sdk.py
examples/validate_fixes_real_eeg.py
nimbus_bci/__init__.py
nimbus_bci/nimbus_io.py
nimbus_bci/nimbus_math.py
nimbus_bci/py.typed
nimbus_bci.egg-info/PKG-INFO
nimbus_bci.egg-info/SOURCES.txt
nimbus_bci.egg-info/dependency_links.txt
nimbus_bci.egg-info/not-zip-safe
nimbus_bci.egg-info/requires.txt
nimbus_bci.egg-info/top_level.txt
nimbus_bci/active_learning/__init__.py
nimbus_bci/active_learning/_adapter.py
nimbus_bci/active_learning/bald.py
nimbus_bci/active_learning/session.py
nimbus_bci/active_learning/stopping.py
nimbus_bci/active_learning/strategies.py
nimbus_bci/active_learning/streaming.py
nimbus_bci/active_learning/suggest.py
nimbus_bci/compat/__init__.py
nimbus_bci/compat/mne_compat.py
nimbus_bci/compat/sklearn_compat.py
nimbus_bci/data/__init__.py
nimbus_bci/data/contracts.py
nimbus_bci/data/validation.py
nimbus_bci/inference/__init__.py
nimbus_bci/inference/aggregation.py
nimbus_bci/inference/batch.py
nimbus_bci/inference/dispatch.py
nimbus_bci/inference/posterior_sampling.py
nimbus_bci/inference/streaming.py
nimbus_bci/metrics/__init__.py
nimbus_bci/metrics/_entropy.py
nimbus_bci/metrics/alpha_temperature.py
nimbus_bci/metrics/calibration.py
nimbus_bci/metrics/classification.py
nimbus_bci/metrics/classification_uncertainty.py
nimbus_bci/metrics/diagnostics.py
nimbus_bci/metrics/performance.py
nimbus_bci/metrics/quality.py
nimbus_bci/metrics/stats.py
nimbus_bci/metrics/temperature.py
nimbus_bci/metrics/trust.py
nimbus_bci/metrics/units.py
nimbus_bci/middleware/__init__.py
nimbus_bci/middleware/_cost_measure.py
nimbus_bci/middleware/config.py
nimbus_bci/middleware/contracts.py
nimbus_bci/middleware/evaluation.py
nimbus_bci/middleware/mi_session.py
nimbus_bci/middleware/p300_session.py
nimbus_bci/middleware/population.py
nimbus_bci/middleware/wrap.py
nimbus_bci/middleware/adapters/__init__.py
nimbus_bci/middleware/adapters/_validation.py
nimbus_bci/middleware/adapters/balora.py
nimbus_bci/middleware/adapters/braindecode.py
nimbus_bci/middleware/adapters/eegnet.py
nimbus_bci/middleware/adapters/film.py
nimbus_bci/middleware/adapters/lora.py
nimbus_bci/middleware/alignment/__init__.py
nimbus_bci/middleware/alignment/realign.py
nimbus_bci/middleware/alignment/transforms.py
nimbus_bci/middleware/personalizer/__init__.py
nimbus_bci/middleware/personalizer/_adapt.py
nimbus_bci/middleware/personalizer/_async.py
nimbus_bci/middleware/personalizer/_base.py
nimbus_bci/middleware/personalizer/_core.py
nimbus_bci/middleware/personalizer/_evaluation.py
nimbus_bci/middleware/personalizer/_fitting.py
nimbus_bci/middleware/personalizer/_helpers.py
nimbus_bci/middleware/personalizer/_persistence.py
nimbus_bci/middleware/personalizer/_prediction.py
nimbus_bci/middleware/personalizer/_profile.py
nimbus_bci/middleware/personalizer/_recipe.py
nimbus_bci/middleware/personalizer/_trunk.py
nimbus_bci/middleware/policies/__init__.py
nimbus_bci/middleware/policies/adapt_arm.py
nimbus_bci/middleware/policies/adapt_gate.py
nimbus_bci/middleware/policies/decision.py
nimbus_bci/middleware/techniques/__init__.py
nimbus_bci/middleware/techniques/t3a.py
nimbus_bci/middleware/techniques/trainer.py
nimbus_bci/middleware/techniques/tta.py
nimbus_bci/models/__init__.py
nimbus_bci/models/base.py
nimbus_bci/models/nimbus_lda/__init__.py
nimbus_bci/models/nimbus_lda/classifier.py
nimbus_bci/models/nimbus_lda/epistemic.py
nimbus_bci/models/nimbus_lda/inference.py
nimbus_bci/models/nimbus_lda/inference.pyx
nimbus_bci/models/nimbus_lda/learning.py
nimbus_bci/models/nimbus_lda/learning.pyx
nimbus_bci/models/nimbus_qda/__init__.py
nimbus_bci/models/nimbus_qda/classifier.py
nimbus_bci/models/nimbus_qda/inference.py
nimbus_bci/models/nimbus_qda/inference.pyx
nimbus_bci/models/nimbus_qda/learning.py
nimbus_bci/models/nimbus_qda/learning.pyx
nimbus_bci/models/nimbus_softmax/__init__.py
nimbus_bci/models/nimbus_softmax/classifier.py
nimbus_bci/models/nimbus_softmax/inference.py
nimbus_bci/models/nimbus_softmax/inference.pyx
nimbus_bci/models/nimbus_softmax/learning.py
nimbus_bci/models/nimbus_softmax/learning.pyx
nimbus_bci/models/nimbus_sts/__init__.py
nimbus_bci/models/nimbus_sts/classifier.py
nimbus_bci/models/nimbus_sts/inference.py
nimbus_bci/models/nimbus_sts/inference.pyx
nimbus_bci/models/nimbus_sts/learning.py
nimbus_bci/models/nimbus_sts/learning.pyx
nimbus_bci/riemann/__init__.py
nimbus_bci/riemann/encoder.py
nimbus_bci/riemann/pipeline.py
nimbus_bci/riemann/recommend.py
nimbus_bci/riemann/tracking.py
nimbus_bci/utils/__init__.py
nimbus_bci/utils/feature_aggregation.py
nimbus_bci/utils/linalg.py
nimbus_bci/utils/normalization.py
nimbus_bci/utils/preprocessing_diagnostics.py
scripts/build_extensions.py
tests/test_adapt_async.py
tests/test_alpha_temperature.py
tests/test_balora.py
tests/test_certified_points.py
tests/test_classification_metrics.py
tests/test_classification_uncertainty.py
tests/test_compiled_extension_parity.py
tests/test_composed_uncertainty.py
tests/test_coral_ema.py
tests/test_covariance_shrinkage.py
tests/test_cv_groups_warning.py
tests/test_data_contracts.py
tests/test_decision_engine.py
tests/test_film.py
tests/test_inference.py
tests/test_metrics.py
tests/test_mi_session.py
tests/test_mi_session_portability.py
tests/test_middleware.py
tests/test_nimbus_io.py
tests/test_nimbus_lda.py
tests/test_nimbus_qda.py
tests/test_nimbus_softmax.py
tests/test_nimbus_sts.py
tests/test_optional_dependencies.py
tests/test_p300_personalizer.py
tests/test_p300_session.py
tests/test_packaging_boundaries.py
tests/test_paired_permutation.py
tests/test_personalizer_calibration_al.py
tests/test_personalizer_dx.py
tests/test_personalizer_sfreq.py
tests/test_phase1_dx.py
tests/test_population.py
tests/test_pseudo_label.py
tests/test_public_api.py
tests/test_realign.py
tests/test_riemann_personalizer.py
tests/test_riemann_pipeline.py
tests/test_riemann_unsupervised.py
tests/test_rpa.py
tests/test_scientific_fixes.py
tests/test_sklearn_compat.py
tests/test_t3a.py
tests/test_tent.py
tests/test_trainer.py
tests/test_trunk_deepcopy.py
tests/test_trust.py
tests/test_utils.py
tests/active_learning/test_bald.py
tests/active_learning/test_posterior_sampling.py
tests/active_learning/test_session.py
tests/active_learning/test_stopping.py
tests/active_learning/test_strategies.py
tests/fixtures/certified_points/PROVENANCE.md
tests/fixtures/certified_points/certified_points_golden.json
tests/fixtures/certified_points/shard_bnci2014_001_raw.csv
tests/fixtures/certified_points/shard_bnci2014_004_raw.csv
tests/fixtures/certified_points/shard_bnci2015_001_raw.csv
tests/fixtures/certified_points/shard_kumar2024_raw.csv
tests/fixtures/certified_points/shard_p300_raw.csv
tests/fixtures/certified_points/shard_shin2017_a_raw.csv
tests/fixtures/certified_points/shard_zhou2016_raw.csv