LICENSE
README.md
pyproject.toml
neuralbench/__init__.py
neuralbench/aggregator.py
neuralbench/callbacks.py
neuralbench/cli.py
neuralbench/config_manager.py
neuralbench/data.py
neuralbench/experiment_config.py
neuralbench/main.py
neuralbench/model_factory.py
neuralbench/modules.py
neuralbench/pl_module.py
neuralbench/py.typed
neuralbench/registry.py
neuralbench/sklearn_baseline.py
neuralbench/test_callbacks.py
neuralbench/test_cli.py
neuralbench/test_registry.py
neuralbench/test_sklearn_baseline.py
neuralbench/test_transforms.py
neuralbench/test_utils.py
neuralbench/transforms.py
neuralbench/utils.py
neuralbench.egg-info/PKG-INFO
neuralbench.egg-info/SOURCES.txt
neuralbench.egg-info/dependency_links.txt
neuralbench.egg-info/entry_points.txt
neuralbench.egg-info/requires.txt
neuralbench.egg-info/top_level.txt
neuralbench/defaults/__init__.py
neuralbench/defaults/config.yaml
neuralbench/defaults/debug_study.yaml
neuralbench/defaults/downstream_wrappers.yaml
neuralbench/defaults/grid.yaml
neuralbench/defaults/metrics.py
neuralbench/models/atcnet.yaml
neuralbench/models/bdtcn.yaml
neuralbench/models/bendr.yaml
neuralbench/models/biot.yaml
neuralbench/models/cbramod.yaml
neuralbench/models/chance.yaml
neuralbench/models/cospectra_log_lr.yaml
neuralbench/models/cov_ts_lr.yaml
neuralbench/models/cov_ts_ridge.yaml
neuralbench/models/ctnet.yaml
neuralbench/models/deep4net.yaml
neuralbench/models/dummy.yaml
neuralbench/models/eegconformer.yaml
neuralbench/models/eegnet.yaml
neuralbench/models/fmri_linear.yaml
neuralbench/models/fmri_mlp.yaml
neuralbench/models/labram.yaml
neuralbench/models/luna.yaml
neuralbench/models/reve.yaml
neuralbench/models/shallow_fbcsp_net.yaml
neuralbench/models/simpleconv.yaml
neuralbench/models/simpleconv_time_agg.yaml
neuralbench/models/xdawn_ts_lr.yaml
neuralbench/models/channel_mappings/bendr.json
neuralbench/models/channel_mappings/biot.json
neuralbench/models/channel_mappings/labram.json
neuralbench/models/channel_mappings/reve.json
neuralbench/plots/__init__.py
neuralbench/plots/_constants.py
neuralbench/plots/_filters.py
neuralbench/plots/_models.py
neuralbench/plots/_style.py
neuralbench/plots/_task_metadata.py
neuralbench/plots/bar_charts.py
neuralbench/plots/benchmark.py
neuralbench/plots/model_params.json
neuralbench/plots/non_eeg.py
neuralbench/plots/normalized_summary.py
neuralbench/plots/plot_non_eeg.py
neuralbench/plots/rank_chart.py
neuralbench/plots/ranking.py
neuralbench/plots/tables.py
neuralbench/plots/test_plot_non_eeg.py
neuralbench/plots/test_variability.py
neuralbench/plots/utils.py
neuralbench/plots/variability/__init__.py
neuralbench/plots/variability/core_vs_full.py
neuralbench/plots/variability/full_variability_panel.py
neuralbench/plots/variability/rank_variability_matrix.py
neuralbench/tasks/__init__.py
neuralbench/tasks/eeg/__init__.py
neuralbench/tasks/eeg/age/config.yaml
neuralbench/tasks/eeg/age/grid.yaml
neuralbench/tasks/eeg/artifact/config.yaml
neuralbench/tasks/eeg/artifact/grid.yaml
neuralbench/tasks/eeg/audiovisual_stimulus/config.yaml
neuralbench/tasks/eeg/audiovisual_stimulus/grid.yaml
neuralbench/tasks/eeg/clinical_event/config.yaml
neuralbench/tasks/eeg/clinical_event/grid.yaml
neuralbench/tasks/eeg/cvep/config.yaml
neuralbench/tasks/eeg/cvep/grid.yaml
neuralbench/tasks/eeg/cvep/datasets/castillos2023burstcvep100.yaml
neuralbench/tasks/eeg/cvep/datasets/castillos2023burstvep100.yaml
neuralbench/tasks/eeg/cvep/datasets/castillos2023burstvep40.yaml
neuralbench/tasks/eeg/cvep/datasets/castillos2023cvep40.yaml
neuralbench/tasks/eeg/cvep/datasets/martinezCagigal2023checker.yaml
neuralbench/tasks/eeg/cvep/datasets/martinezCagigal2023pary.yaml
neuralbench/tasks/eeg/cvep/datasets/thielen2015.yaml
neuralbench/tasks/eeg/dementia_diagnosis/config.yaml
neuralbench/tasks/eeg/dementia_diagnosis/grid.yaml
neuralbench/tasks/eeg/depression_diagnosis/config.yaml
neuralbench/tasks/eeg/depression_diagnosis/grid.yaml
neuralbench/tasks/eeg/emotion/config.yaml
neuralbench/tasks/eeg/emotion/grid.yaml
neuralbench/tasks/eeg/ern/config.yaml
neuralbench/tasks/eeg/ern/grid.yaml
neuralbench/tasks/eeg/ern/datasets/chavarriaga2010.yaml
neuralbench/tasks/eeg/ern/datasets/kueper2024.yaml
neuralbench/tasks/eeg/image/config.yaml
neuralbench/tasks/eeg/image/grid.yaml
neuralbench/tasks/eeg/lrp/config.yaml
neuralbench/tasks/eeg/lrp/grid.yaml
neuralbench/tasks/eeg/mental_arithmetic/config.yaml
neuralbench/tasks/eeg/mental_arithmetic/grid.yaml
neuralbench/tasks/eeg/mental_arithmetic/datasets/shin2017b.yaml
neuralbench/tasks/eeg/mental_imagery/config.yaml
neuralbench/tasks/eeg/mental_imagery/grid.yaml
neuralbench/tasks/eeg/mental_workload/config.yaml
neuralbench/tasks/eeg/mental_workload/grid.yaml
neuralbench/tasks/eeg/mental_workload/datasets/hinss2021.yaml
neuralbench/tasks/eeg/mental_workload/datasets/jao2023.yaml
neuralbench/tasks/eeg/mismatch_negativity/config.yaml
neuralbench/tasks/eeg/mismatch_negativity/grid.yaml
neuralbench/tasks/eeg/motor_execution/config.yaml
neuralbench/tasks/eeg/motor_execution/grid.yaml
neuralbench/tasks/eeg/motor_execution/datasets/ofner2017.yaml
neuralbench/tasks/eeg/motor_execution/datasets/schirrmeister2017.yaml
neuralbench/tasks/eeg/motor_imagery/config.yaml
neuralbench/tasks/eeg/motor_imagery/grid.yaml
neuralbench/tasks/eeg/motor_imagery/datasets/barachant2012.yaml
neuralbench/tasks/eeg/motor_imagery/datasets/cho2017.yaml
neuralbench/tasks/eeg/motor_imagery/datasets/dornhege2004.yaml
neuralbench/tasks/eeg/motor_imagery/datasets/dreyer2023.yaml
neuralbench/tasks/eeg/motor_imagery/datasets/faller2012.yaml
neuralbench/tasks/eeg/motor_imagery/datasets/grossewentrup2009.yaml
neuralbench/tasks/eeg/motor_imagery/datasets/lee2019mi.yaml
neuralbench/tasks/eeg/motor_imagery/datasets/leeb2007.yaml
neuralbench/tasks/eeg/motor_imagery/datasets/liu2024imagery.yaml
neuralbench/tasks/eeg/motor_imagery/datasets/schalk2004bci.yaml
neuralbench/tasks/eeg/motor_imagery/datasets/scherer2012.yaml
neuralbench/tasks/eeg/motor_imagery/datasets/schwarz2020.yaml
neuralbench/tasks/eeg/motor_imagery/datasets/shin2017a.yaml
neuralbench/tasks/eeg/motor_imagery/datasets/tangermann2012.yaml
neuralbench/tasks/eeg/motor_imagery/datasets/wei2022a.yaml
neuralbench/tasks/eeg/motor_imagery/datasets/wei2022b.yaml
neuralbench/tasks/eeg/motor_imagery/datasets/zhou2016.yaml
neuralbench/tasks/eeg/n170/config.yaml
neuralbench/tasks/eeg/n170/grid.yaml
neuralbench/tasks/eeg/n2pc/config.yaml
neuralbench/tasks/eeg/n2pc/grid.yaml
neuralbench/tasks/eeg/n2pc/datasets/reichert2020.yaml
neuralbench/tasks/eeg/n400/config.yaml
neuralbench/tasks/eeg/n400/grid.yaml
neuralbench/tasks/eeg/p3/config.yaml
neuralbench/tasks/eeg/p3/grid.yaml
neuralbench/tasks/eeg/p3/datasets/acqualagna2013.yaml
neuralbench/tasks/eeg/p3/datasets/arico2013.yaml
neuralbench/tasks/eeg/p3/datasets/cattan2019vr.yaml
neuralbench/tasks/eeg/p3/datasets/guger2009.yaml
neuralbench/tasks/eeg/p3/datasets/haufe2011.yaml
neuralbench/tasks/eeg/p3/datasets/hoffmann2008.yaml
neuralbench/tasks/eeg/p3/datasets/huebner2016.yaml
neuralbench/tasks/eeg/p3/datasets/huebner2017.yaml
neuralbench/tasks/eeg/p3/datasets/kappenman2021p3.yaml
neuralbench/tasks/eeg/p3/datasets/kojima2024a.yaml
neuralbench/tasks/eeg/p3/datasets/kojima2024b.yaml
neuralbench/tasks/eeg/p3/datasets/korczowski2014a.yaml
neuralbench/tasks/eeg/p3/datasets/korczowski2014b.yaml
neuralbench/tasks/eeg/p3/datasets/korczowski2015a.yaml
neuralbench/tasks/eeg/p3/datasets/korczowski2015b.yaml
neuralbench/tasks/eeg/p3/datasets/lee2019erp.yaml
neuralbench/tasks/eeg/p3/datasets/riccio2013.yaml
neuralbench/tasks/eeg/p3/datasets/romani2025.yaml
neuralbench/tasks/eeg/p3/datasets/schaeff2012.yaml
neuralbench/tasks/eeg/p3/datasets/sosulski2019.yaml
neuralbench/tasks/eeg/p3/datasets/treder2011.yaml
neuralbench/tasks/eeg/p3/datasets/treder2014.yaml
neuralbench/tasks/eeg/p3/datasets/vanveen2019.yaml
neuralbench/tasks/eeg/parkinsons_diagnosis/config.yaml
neuralbench/tasks/eeg/parkinsons_diagnosis/grid.yaml
neuralbench/tasks/eeg/pathology/config.yaml
neuralbench/tasks/eeg/pathology/grid.yaml
neuralbench/tasks/eeg/psychopathology/config.yaml
neuralbench/tasks/eeg/psychopathology/grid.yaml
neuralbench/tasks/eeg/reaction_time/config.yaml
neuralbench/tasks/eeg/reaction_time/grid.yaml
neuralbench/tasks/eeg/schizophrenia_diagnosis/config.yaml
neuralbench/tasks/eeg/schizophrenia_diagnosis/grid.yaml
neuralbench/tasks/eeg/seizure/config.yaml
neuralbench/tasks/eeg/seizure/grid.yaml
neuralbench/tasks/eeg/sentence/config.yaml
neuralbench/tasks/eeg/sentence/grid.yaml
neuralbench/tasks/eeg/sex/config.yaml
neuralbench/tasks/eeg/sex/grid.yaml
neuralbench/tasks/eeg/sleep_arousal/config.yaml
neuralbench/tasks/eeg/sleep_arousal/grid.yaml
neuralbench/tasks/eeg/sleep_stage/config.yaml
neuralbench/tasks/eeg/sleep_stage/grid.yaml
neuralbench/tasks/eeg/speech/config.yaml
neuralbench/tasks/eeg/speech/grid.yaml
neuralbench/tasks/eeg/ssvep/config.yaml
neuralbench/tasks/eeg/ssvep/grid.yaml
neuralbench/tasks/eeg/ssvep/datasets/kalunga2016.yaml
neuralbench/tasks/eeg/ssvep/datasets/lee2019ssvep.yaml
neuralbench/tasks/eeg/ssvep/datasets/nakanishi2015.yaml
neuralbench/tasks/eeg/ssvep/datasets/oikonomou2016a.yaml
neuralbench/tasks/eeg/ssvep/datasets/oikonomou2016b.yaml
neuralbench/tasks/eeg/ssvep/datasets/oikonomou2016c.yaml
neuralbench/tasks/eeg/typing/config.yaml
neuralbench/tasks/eeg/typing/grid.yaml
neuralbench/tasks/eeg/video/config.yaml
neuralbench/tasks/eeg/video/grid.yaml
neuralbench/tasks/eeg/word/config.yaml
neuralbench/tasks/eeg/word/grid.yaml
neuralbench/tasks/fmri/image/config.yaml
neuralbench/tasks/fmri/image/grid.yaml
neuralbench/tasks/meg/image/config.yaml
neuralbench/tasks/meg/image/grid.yaml
neuralbench/tasks/meg/typing/config.yaml
neuralbench/tasks/meg/typing/grid.yaml