diff --git a/docs/_downloads/0621540f2a81072e792d3fe5436855e1/noplot_phmd_ml_spectrum.ipynb b/docs/_downloads/0621540f2a81072e792d3fe5436855e1/noplot_phmd_ml_spectrum.ipynb index 74b21d58..f7139ccc 100644 --- a/docs/_downloads/0621540f2a81072e792d3fe5436855e1/noplot_phmd_ml_spectrum.ipynb +++ b/docs/_downloads/0621540f2a81072e792d3fe5436855e1/noplot_phmd_ml_spectrum.ipynb @@ -100,7 +100,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.9.19" + "version": "3.9.20" } }, "nbformat": 4, diff --git a/docs/_downloads/07fcc19ba03226cd3d83d4e40ec44385/auto_examples_python.zip b/docs/_downloads/07fcc19ba03226cd3d83d4e40ec44385/auto_examples_python.zip index 37d796ed..dca525f5 100644 Binary files a/docs/_downloads/07fcc19ba03226cd3d83d4e40ec44385/auto_examples_python.zip and b/docs/_downloads/07fcc19ba03226cd3d83d4e40ec44385/auto_examples_python.zip differ diff --git a/docs/_downloads/11d7e3106c779d2d16f2ad6e45bde649/plot_braindecode.ipynb b/docs/_downloads/11d7e3106c779d2d16f2ad6e45bde649/plot_braindecode.ipynb index e71b2d3a..8538b6c8 100644 --- a/docs/_downloads/11d7e3106c779d2d16f2ad6e45bde649/plot_braindecode.ipynb +++ b/docs/_downloads/11d7e3106c779d2d16f2ad6e45bde649/plot_braindecode.ipynb @@ -125,7 +125,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.9.19" + "version": "3.9.20" } }, "nbformat": 4, diff --git a/docs/_downloads/1cb0649d22103248d85dfccb151aabae/plot_disk_cache.ipynb b/docs/_downloads/1cb0649d22103248d85dfccb151aabae/plot_disk_cache.ipynb index bbc52fad..9c319e04 100644 --- a/docs/_downloads/1cb0649d22103248d85dfccb151aabae/plot_disk_cache.ipynb +++ b/docs/_downloads/1cb0649d22103248d85dfccb151aabae/plot_disk_cache.ipynb @@ -255,7 +255,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.9.19" + "version": "3.9.20" } }, "nbformat": 4, diff --git a/docs/_downloads/1e19389137690794e1345c2b750ca301/noplot_bids_conversion.ipynb b/docs/_downloads/1e19389137690794e1345c2b750ca301/noplot_bids_conversion.ipynb index 54644445..751f4641 100644 --- a/docs/_downloads/1e19389137690794e1345c2b750ca301/noplot_bids_conversion.ipynb +++ b/docs/_downloads/1e19389137690794e1345c2b750ca301/noplot_bids_conversion.ipynb @@ -161,7 +161,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.9.19" + "version": "3.9.20" } }, "nbformat": 4, diff --git a/docs/_downloads/225d2b2bd0960a1fa6a57be5e1838af9/plot_benchmark.ipynb b/docs/_downloads/225d2b2bd0960a1fa6a57be5e1838af9/plot_benchmark.ipynb index 5add2d09..df003ba2 100644 --- a/docs/_downloads/225d2b2bd0960a1fa6a57be5e1838af9/plot_benchmark.ipynb +++ b/docs/_downloads/225d2b2bd0960a1fa6a57be5e1838af9/plot_benchmark.ipynb @@ -118,7 +118,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.9.19" + "version": "3.9.20" } }, "nbformat": 4, diff --git a/docs/_downloads/2a0ca02a0f1b91ece5afbc9bdeceffe4/plot_fixed_interval_windows.ipynb b/docs/_downloads/2a0ca02a0f1b91ece5afbc9bdeceffe4/plot_fixed_interval_windows.ipynb index 56447cef..809a3e2c 100644 --- a/docs/_downloads/2a0ca02a0f1b91ece5afbc9bdeceffe4/plot_fixed_interval_windows.ipynb +++ b/docs/_downloads/2a0ca02a0f1b91ece5afbc9bdeceffe4/plot_fixed_interval_windows.ipynb @@ -172,7 +172,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.9.19" + "version": "3.9.20" } }, "nbformat": 4, diff --git a/docs/_downloads/321fdb18266d890de5e5f577f03c2c73/plot_within_session_p300.ipynb b/docs/_downloads/321fdb18266d890de5e5f577f03c2c73/plot_within_session_p300.ipynb index e10a3c3e..e631cc18 100644 --- a/docs/_downloads/321fdb18266d890de5e5f577f03c2c73/plot_within_session_p300.ipynb +++ b/docs/_downloads/321fdb18266d890de5e5f577f03c2c73/plot_within_session_p300.ipynb @@ -136,7 +136,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.9.19" + "version": "3.9.20" } }, "nbformat": 4, diff --git a/docs/_downloads/33bee7d7204a7cb56293bd1d838b63f8/plot_statistical_analysis.ipynb b/docs/_downloads/33bee7d7204a7cb56293bd1d838b63f8/plot_statistical_analysis.ipynb index eb692ea3..1c342c5e 100644 --- a/docs/_downloads/33bee7d7204a7cb56293bd1d838b63f8/plot_statistical_analysis.ipynb +++ b/docs/_downloads/33bee7d7204a7cb56293bd1d838b63f8/plot_statistical_analysis.ipynb @@ -172,7 +172,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.9.19" + "version": "3.9.20" } }, "nbformat": 4, diff --git a/docs/_downloads/3492da53de2fcbbc267c5e45e1d04fb9/plot_learning_curve_p300.ipynb b/docs/_downloads/3492da53de2fcbbc267c5e45e1d04fb9/plot_learning_curve_p300.ipynb index f07388ab..6a861602 100644 --- a/docs/_downloads/3492da53de2fcbbc267c5e45e1d04fb9/plot_learning_curve_p300.ipynb +++ b/docs/_downloads/3492da53de2fcbbc267c5e45e1d04fb9/plot_learning_curve_p300.ipynb @@ -118,7 +118,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.9.19" + "version": "3.9.20" } }, "nbformat": 4, diff --git a/docs/_downloads/38abfe5b8b42dcb9de08824fd90d346b/plot_cross_subject_ssvep.ipynb b/docs/_downloads/38abfe5b8b42dcb9de08824fd90d346b/plot_cross_subject_ssvep.ipynb index 5814e615..23093103 100644 --- a/docs/_downloads/38abfe5b8b42dcb9de08824fd90d346b/plot_cross_subject_ssvep.ipynb +++ b/docs/_downloads/38abfe5b8b42dcb9de08824fd90d346b/plot_cross_subject_ssvep.ipynb @@ -226,7 +226,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.9.19" + "version": "3.9.20" } }, "nbformat": 4, diff --git a/docs/_downloads/45332a7ce05680b6eb2282c04cab7d5b/plot_cross_session_multiple_datasets.ipynb b/docs/_downloads/45332a7ce05680b6eb2282c04cab7d5b/plot_cross_session_multiple_datasets.ipynb index bac40dbe..680aad04 100644 --- a/docs/_downloads/45332a7ce05680b6eb2282c04cab7d5b/plot_cross_session_multiple_datasets.ipynb +++ b/docs/_downloads/45332a7ce05680b6eb2282c04cab7d5b/plot_cross_session_multiple_datasets.ipynb @@ -154,7 +154,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.9.19" + "version": "3.9.20" } }, "nbformat": 4, diff --git a/docs/_downloads/47ae966f3ab36fc8884cda73c38e648d/plot_benchmark_grid_search.ipynb b/docs/_downloads/47ae966f3ab36fc8884cda73c38e648d/plot_benchmark_grid_search.ipynb index 901ce00a..ae4cb22a 100644 --- a/docs/_downloads/47ae966f3ab36fc8884cda73c38e648d/plot_benchmark_grid_search.ipynb +++ b/docs/_downloads/47ae966f3ab36fc8884cda73c38e648d/plot_benchmark_grid_search.ipynb @@ -82,7 +82,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.9.19" + "version": "3.9.20" } }, "nbformat": 4, diff --git a/docs/_downloads/4819137c12db5666618aa0e7e8603bce/noplot_tutorial_5_build_a_custom_dataset.ipynb b/docs/_downloads/4819137c12db5666618aa0e7e8603bce/noplot_tutorial_5_build_a_custom_dataset.ipynb index 345830d0..7657e411 100644 --- a/docs/_downloads/4819137c12db5666618aa0e7e8603bce/noplot_tutorial_5_build_a_custom_dataset.ipynb +++ b/docs/_downloads/4819137c12db5666618aa0e7e8603bce/noplot_tutorial_5_build_a_custom_dataset.ipynb @@ -118,7 +118,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.9.19" + "version": "3.9.20" } }, "nbformat": 4, diff --git a/docs/_downloads/4ecaaa7a22e7ba0d94b874867e072727/tutorial_2_using_mulitple_datasets.ipynb b/docs/_downloads/4ecaaa7a22e7ba0d94b874867e072727/tutorial_2_using_mulitple_datasets.ipynb index 7f5b32f0..595b50b4 100644 --- a/docs/_downloads/4ecaaa7a22e7ba0d94b874867e072727/tutorial_2_using_mulitple_datasets.ipynb +++ b/docs/_downloads/4ecaaa7a22e7ba0d94b874867e072727/tutorial_2_using_mulitple_datasets.ipynb @@ -100,7 +100,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.9.19" + "version": "3.9.20" } }, "nbformat": 4, diff --git a/docs/_downloads/51a1867bba0844057530c56f925fbc95/plot_benchmark_DL.ipynb b/docs/_downloads/51a1867bba0844057530c56f925fbc95/plot_benchmark_DL.ipynb index e9110dd2..a2ae8cea 100644 --- a/docs/_downloads/51a1867bba0844057530c56f925fbc95/plot_benchmark_DL.ipynb +++ b/docs/_downloads/51a1867bba0844057530c56f925fbc95/plot_benchmark_DL.ipynb @@ -89,7 +89,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.9.19" + "version": "3.9.20" } }, "nbformat": 4, diff --git a/docs/_downloads/5b1f506cd53838de0dd70e569a36f198/plot_learning_curve_motor_imagery.ipynb b/docs/_downloads/5b1f506cd53838de0dd70e569a36f198/plot_learning_curve_motor_imagery.ipynb index c27dbaa0..d3ef98f5 100644 --- a/docs/_downloads/5b1f506cd53838de0dd70e569a36f198/plot_learning_curve_motor_imagery.ipynb +++ b/docs/_downloads/5b1f506cd53838de0dd70e569a36f198/plot_learning_curve_motor_imagery.ipynb @@ -100,7 +100,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.9.19" + "version": "3.9.20" } }, "nbformat": 4, diff --git a/docs/_downloads/5c05a4e8c08dd8d574a1e608b6e51c83/tutorial_3_benchmarking_multiple_pipelines.ipynb b/docs/_downloads/5c05a4e8c08dd8d574a1e608b6e51c83/tutorial_3_benchmarking_multiple_pipelines.ipynb index 71c3d911..e9747ca9 100644 --- a/docs/_downloads/5c05a4e8c08dd8d574a1e608b6e51c83/tutorial_3_benchmarking_multiple_pipelines.ipynb +++ b/docs/_downloads/5c05a4e8c08dd8d574a1e608b6e51c83/tutorial_3_benchmarking_multiple_pipelines.ipynb @@ -107,7 +107,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.9.19" + "version": "3.9.20" } }, "nbformat": 4, diff --git a/docs/_downloads/657e87726c4d308a5b176dbb4277773e/plot_select_electrodes_resample.ipynb b/docs/_downloads/657e87726c4d308a5b176dbb4277773e/plot_select_electrodes_resample.ipynb index 8c32dd2a..874833b1 100644 --- a/docs/_downloads/657e87726c4d308a5b176dbb4277773e/plot_select_electrodes_resample.ipynb +++ b/docs/_downloads/657e87726c4d308a5b176dbb4277773e/plot_select_electrodes_resample.ipynb @@ -136,7 +136,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.9.19" + "version": "3.9.20" } }, "nbformat": 4, diff --git a/docs/_downloads/6f1e7a639e0699d6164445b55e6c116d/auto_examples_jupyter.zip b/docs/_downloads/6f1e7a639e0699d6164445b55e6c116d/auto_examples_jupyter.zip index f2482731..b8f580a0 100644 Binary files a/docs/_downloads/6f1e7a639e0699d6164445b55e6c116d/auto_examples_jupyter.zip and b/docs/_downloads/6f1e7a639e0699d6164445b55e6c116d/auto_examples_jupyter.zip differ diff --git a/docs/_downloads/73deabcc8228302a2b46b9595661aedc/noplot_vr_pc_p300_different_epoch_size.ipynb b/docs/_downloads/73deabcc8228302a2b46b9595661aedc/noplot_vr_pc_p300_different_epoch_size.ipynb index 2332cb34..e7a873c4 100644 --- a/docs/_downloads/73deabcc8228302a2b46b9595661aedc/noplot_vr_pc_p300_different_epoch_size.ipynb +++ b/docs/_downloads/73deabcc8228302a2b46b9595661aedc/noplot_vr_pc_p300_different_epoch_size.ipynb @@ -100,7 +100,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.9.19" + "version": "3.9.20" } }, "nbformat": 4, diff --git a/docs/_downloads/744775bda3ec8d62d828dcc3cff768f5/load_model.ipynb b/docs/_downloads/744775bda3ec8d62d828dcc3cff768f5/load_model.ipynb index a93771f6..df5417c5 100644 --- a/docs/_downloads/744775bda3ec8d62d828dcc3cff768f5/load_model.ipynb +++ b/docs/_downloads/744775bda3ec8d62d828dcc3cff768f5/load_model.ipynb @@ -118,7 +118,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.9.19" + "version": "3.9.20" } }, "nbformat": 4, diff --git a/docs/_downloads/7f676ecf06fb47e9238e23dd03876176/plot_benchmark_braindecode.ipynb b/docs/_downloads/7f676ecf06fb47e9238e23dd03876176/plot_benchmark_braindecode.ipynb index 3d9fca61..f95d8cfa 100644 --- a/docs/_downloads/7f676ecf06fb47e9238e23dd03876176/plot_benchmark_braindecode.ipynb +++ b/docs/_downloads/7f676ecf06fb47e9238e23dd03876176/plot_benchmark_braindecode.ipynb @@ -89,7 +89,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.9.19" + "version": "3.9.20" } }, "nbformat": 4, diff --git a/docs/_downloads/97a1de59bce682890841bb846e3dd09c/auto_tutorials_jupyter.zip b/docs/_downloads/97a1de59bce682890841bb846e3dd09c/auto_tutorials_jupyter.zip index febad1f4..41676bba 100644 Binary files a/docs/_downloads/97a1de59bce682890841bb846e3dd09c/auto_tutorials_jupyter.zip and b/docs/_downloads/97a1de59bce682890841bb846e3dd09c/auto_tutorials_jupyter.zip differ diff --git a/docs/_downloads/9bb96dc7985cb9e3189360966fe90306/tutorial_1_simple_example_motor_imagery.ipynb b/docs/_downloads/9bb96dc7985cb9e3189360966fe90306/tutorial_1_simple_example_motor_imagery.ipynb index b29511c7..cfb5195c 100644 --- a/docs/_downloads/9bb96dc7985cb9e3189360966fe90306/tutorial_1_simple_example_motor_imagery.ipynb +++ b/docs/_downloads/9bb96dc7985cb9e3189360966fe90306/tutorial_1_simple_example_motor_imagery.ipynb @@ -280,7 +280,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.9.19" + "version": "3.9.20" } }, "nbformat": 4, diff --git a/docs/_downloads/b9f56e19f2500dad10214cc29a2a24e4/plot_mne_and_scikit_estimators.ipynb b/docs/_downloads/b9f56e19f2500dad10214cc29a2a24e4/plot_mne_and_scikit_estimators.ipynb index 2fff5778..85e695ad 100644 --- a/docs/_downloads/b9f56e19f2500dad10214cc29a2a24e4/plot_mne_and_scikit_estimators.ipynb +++ b/docs/_downloads/b9f56e19f2500dad10214cc29a2a24e4/plot_mne_and_scikit_estimators.ipynb @@ -208,7 +208,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.9.19" + "version": "3.9.20" } }, "nbformat": 4, diff --git a/docs/_downloads/c0b6836dfec75ec67ce644b1417286cf/plot_Hinss2021_classification.ipynb b/docs/_downloads/c0b6836dfec75ec67ce644b1417286cf/plot_Hinss2021_classification.ipynb index 75f628bc..8b0f8c79 100644 --- a/docs/_downloads/c0b6836dfec75ec67ce644b1417286cf/plot_Hinss2021_classification.ipynb +++ b/docs/_downloads/c0b6836dfec75ec67ce644b1417286cf/plot_Hinss2021_classification.ipynb @@ -161,7 +161,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.9.19" + "version": "3.9.20" } }, "nbformat": 4, diff --git a/docs/_downloads/c0d5130414c37580257e7e0b7de777e2/plot_grid_search_withinsession.ipynb b/docs/_downloads/c0d5130414c37580257e7e0b7de777e2/plot_grid_search_withinsession.ipynb index 13e489c7..f6179e0b 100644 --- a/docs/_downloads/c0d5130414c37580257e7e0b7de777e2/plot_grid_search_withinsession.ipynb +++ b/docs/_downloads/c0d5130414c37580257e7e0b7de777e2/plot_grid_search_withinsession.ipynb @@ -136,7 +136,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.9.19" + "version": "3.9.20" } }, "nbformat": 4, diff --git a/docs/_downloads/c0e8dffad0e66be84b9a762a9f24a516/plot_explore_paradigm.ipynb b/docs/_downloads/c0e8dffad0e66be84b9a762a9f24a516/plot_explore_paradigm.ipynb index 9c89c869..ef367e2f 100644 --- a/docs/_downloads/c0e8dffad0e66be84b9a762a9f24a516/plot_explore_paradigm.ipynb +++ b/docs/_downloads/c0e8dffad0e66be84b9a762a9f24a516/plot_explore_paradigm.ipynb @@ -280,7 +280,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.9.19" + "version": "3.9.20" } }, "nbformat": 4, diff --git a/docs/_downloads/c231a2e535b6091b8fee66bcebfa041c/changing_download_directory.ipynb b/docs/_downloads/c231a2e535b6091b8fee66bcebfa041c/changing_download_directory.ipynb index 7dc1fffc..ea0c91e8 100644 --- a/docs/_downloads/c231a2e535b6091b8fee66bcebfa041c/changing_download_directory.ipynb +++ b/docs/_downloads/c231a2e535b6091b8fee66bcebfa041c/changing_download_directory.ipynb @@ -100,7 +100,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.9.19" + "version": "3.9.20" } }, "nbformat": 4, diff --git a/docs/_downloads/c82f3928cb70181ccb714f9ce973e8e7/plot_Getting_Started.ipynb b/docs/_downloads/c82f3928cb70181ccb714f9ce973e8e7/plot_Getting_Started.ipynb index 8f9f5f8e..8e04ceb4 100644 --- a/docs/_downloads/c82f3928cb70181ccb714f9ce973e8e7/plot_Getting_Started.ipynb +++ b/docs/_downloads/c82f3928cb70181ccb714f9ce973e8e7/plot_Getting_Started.ipynb @@ -226,7 +226,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.9.19" + "version": "3.9.20" } }, "nbformat": 4, diff --git a/docs/_downloads/cab7a090c4183ca69dc0cd84d3b04413/auto_tutorials_python.zip b/docs/_downloads/cab7a090c4183ca69dc0cd84d3b04413/auto_tutorials_python.zip index 7703f4bd..2b089c6a 100644 Binary files a/docs/_downloads/cab7a090c4183ca69dc0cd84d3b04413/auto_tutorials_python.zip and b/docs/_downloads/cab7a090c4183ca69dc0cd84d3b04413/auto_tutorials_python.zip differ diff --git a/docs/_downloads/cd325bfe64e15ce23db3b200e83ba9a2/plot_filterbank_csp_vs_csp.ipynb b/docs/_downloads/cd325bfe64e15ce23db3b200e83ba9a2/plot_filterbank_csp_vs_csp.ipynb index f020e97a..3171f5a2 100644 --- a/docs/_downloads/cd325bfe64e15ce23db3b200e83ba9a2/plot_filterbank_csp_vs_csp.ipynb +++ b/docs/_downloads/cd325bfe64e15ce23db3b200e83ba9a2/plot_filterbank_csp_vs_csp.ipynb @@ -118,7 +118,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.9.19" + "version": "3.9.20" } }, "nbformat": 4, diff --git a/docs/_downloads/e34acbbaad3fb8832beb7fa8e4557c94/plot_learning_curve_p300_external.ipynb b/docs/_downloads/e34acbbaad3fb8832beb7fa8e4557c94/plot_learning_curve_p300_external.ipynb index b32284fa..80868ed3 100644 --- a/docs/_downloads/e34acbbaad3fb8832beb7fa8e4557c94/plot_learning_curve_p300_external.ipynb +++ b/docs/_downloads/e34acbbaad3fb8832beb7fa8e4557c94/plot_learning_curve_p300_external.ipynb @@ -100,7 +100,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.9.19" + "version": "3.9.20" } }, "nbformat": 4, diff --git a/docs/_downloads/f1e72fecd296ad91b914eb3562c881ee/plot_cross_session_motor_imagery.ipynb b/docs/_downloads/f1e72fecd296ad91b914eb3562c881ee/plot_cross_session_motor_imagery.ipynb index b12e056f..7957645d 100644 --- a/docs/_downloads/f1e72fecd296ad91b914eb3562c881ee/plot_cross_session_motor_imagery.ipynb +++ b/docs/_downloads/f1e72fecd296ad91b914eb3562c881ee/plot_cross_session_motor_imagery.ipynb @@ -100,7 +100,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.9.19" + "version": "3.9.20" } }, "nbformat": 4, diff --git a/docs/_downloads/f2d00b929c914067772799fd6f99fb75/4_adding_a_dataset.ipynb b/docs/_downloads/f2d00b929c914067772799fd6f99fb75/4_adding_a_dataset.ipynb index e5a8bf7d..9a852c8b 100644 --- a/docs/_downloads/f2d00b929c914067772799fd6f99fb75/4_adding_a_dataset.ipynb +++ b/docs/_downloads/f2d00b929c914067772799fd6f99fb75/4_adding_a_dataset.ipynb @@ -125,7 +125,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.9.19" + "version": "3.9.20" } }, "nbformat": 4, diff --git a/docs/_downloads/f3215cecaa532ec823443b1b0630d3fb/plot_within_session_ssvep.ipynb b/docs/_downloads/f3215cecaa532ec823443b1b0630d3fb/plot_within_session_ssvep.ipynb index fdcbe75d..96419f2b 100644 --- a/docs/_downloads/f3215cecaa532ec823443b1b0630d3fb/plot_within_session_ssvep.ipynb +++ b/docs/_downloads/f3215cecaa532ec823443b1b0630d3fb/plot_within_session_ssvep.ipynb @@ -172,7 +172,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.9.19" + "version": "3.9.20" } }, "nbformat": 4, diff --git a/docs/_downloads/f4558bdb453cb198095be347c0f12fe0/example_codecarbon.ipynb b/docs/_downloads/f4558bdb453cb198095be347c0f12fe0/example_codecarbon.ipynb index 466893ef..b7a5eac4 100644 --- a/docs/_downloads/f4558bdb453cb198095be347c0f12fe0/example_codecarbon.ipynb +++ b/docs/_downloads/f4558bdb453cb198095be347c0f12fe0/example_codecarbon.ipynb @@ -143,7 +143,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.9.19" + "version": "3.9.20" } }, "nbformat": 4, diff --git a/docs/_images/sphx_glr_plot_Hinss2021_classification_001.png b/docs/_images/sphx_glr_plot_Hinss2021_classification_001.png index 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b/docs/_images/sphx_glr_tutorial_3_benchmarking_multiple_pipelines_thumb.png differ diff --git a/docs/auto_examples/advanced_examples/plot_filterbank_csp_vs_csp.html b/docs/auto_examples/advanced_examples/plot_filterbank_csp_vs_csp.html index 28b68f03..5aadc08e 100644 --- a/docs/auto_examples/advanced_examples/plot_filterbank_csp_vs_csp.html +++ b/docs/auto_examples/advanced_examples/plot_filterbank_csp_vs_csp.html @@ -827,7 +827,7 @@

Evaluationplt.show() -plot filterbank csp vs csp

Total running time of the script: ( 0 minutes 16.558 seconds)

-

Estimated memory usage: 223 MB

+plot filterbank csp vs csp

Total running time of the script: ( 0 minutes 16.759 seconds)

+

Estimated memory usage: 354 MB

@@ -883,8 +883,8 @@

Load Best Model ParameterTotal running time of the script: ( 0 minutes 17.353 seconds)

-

Estimated memory usage: 157 MB

+

Total running time of the script: ( 0 minutes 17.452 seconds)

+

Estimated memory usage: 239 MB

 @@ -906,7 +902,7 @@

Advanced MNE PipelineAdvanced MNE PipelineAdvanced MNE Pipeline @@ -970,7 +966,7 @@

Numpy-based PipelineNumpy-based PipelineNumpy-based Pipeline @@ -1024,8 +1020,8 @@

Combining Resultsplt.show() -Algorithm comparison

Total running time of the script: ( 0 minutes 48.518 seconds)

-

Estimated memory usage: 234 MB

+Algorithm comparison

Total running time of the script: ( 0 minutes 48.560 seconds)

+

Estimated memory usage: 292 MB

-plot select electrodes resample

Total running time of the script: ( 0 minutes 49.304 seconds)

-

Estimated memory usage: 374 MB

+plot select electrodes resample

Total running time of the script: ( 0 minutes 46.777 seconds)

+

Estimated memory usage: 414 MB

-Algorithm comparison

Total running time of the script: ( 0 minutes 45.914 seconds)

-

Estimated memory usage: 258 MB

+Algorithm comparison

Total running time of the script: ( 0 minutes 41.446 seconds)

+

Estimated memory usage: 287 MB

-Errorbar shows Mean-CI across permutations

Total running time of the script: ( 2 minutes 0.914 seconds)

-

Estimated memory usage: 11 MB

+Errorbar shows Mean-CI across permutations

Total running time of the script: ( 1 minutes 59.568 seconds)

+

Estimated memory usage: 9 MB

-Errorbar shows Mean-CI across permutations

Total running time of the script: ( 0 minutes 40.682 seconds)

-

Estimated memory usage: 133 MB

+Errorbar shows Mean-CI across permutations

Total running time of the script: ( 0 minutes 39.454 seconds)

+

Estimated memory usage: 215 MB

-Errorbar shows Mean-CI across permutations

Total running time of the script: ( 1 minutes 11.454 seconds)

+Errorbar shows Mean-CI across permutations

Total running time of the script: ( 1 minutes 10.631 seconds)

Estimated memory usage: 9 MB

-
2024-09-17 16:02:20,412 INFO MainThread moabb.evaluations.base Processing dataset: Hinss2021
+
2024-09-27 14:20:38,324 INFO MainThread moabb.evaluations.base Processing dataset: Hinss2021
 
 Hinss2021-CrossSession:   0%|          | 0/2 [00:00<?, ?it/s]MNE_DATA is not already configured. It will be set to default location in the home directory - /home/runner/mne_data
 All datasets will be downloaded to this location, if anything is already downloaded, please move manually to this location
@@ -799,162 +799,152 @@ 
Run evaluation
Averaging the session performance:
                      score      time
 pipeline
-Cov+ElSel+TS+LDA  0.770303  1.784810
-ElSel+Cov+TS+LDA  0.736622  0.433196
-Xdawn+Cov+TS+LDA  0.658810  0.373276
+Cov+ElSel+TS+LDA  0.770303  1.780716
+ElSel+Cov+TS+LDA  0.736622  0.433509
+Xdawn+Cov+TS+LDA  0.658810  0.339426
 

 

 
@@ -1205,8 +1167,8 @@ 
Key Observations:Total running time of the script: ( 0 minutes  45.183 seconds)

-
Estimated memory usage:  522 MB

+
Total running time of the script: ( 0 minutes  49.257 seconds)

+
Estimated memory usage:  558 MB

 
-
Total running time of the script: ( 0 minutes  29.909 seconds)

-
Estimated memory usage:  258 MB

+
Total running time of the script: ( 0 minutes  33.685 seconds)

+
Estimated memory usage:  259 MB
-
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- 95%|███████████████████████████████████▎ | 41.8M/43.8M [00:02<00:00, 23.1MB/s]
-
-  0%|                                              | 0.00/43.8M [00:00<?, ?B/s]
-100%|██████████████████████████████████████| 43.8M/43.8M [00:00<00:00, 130GB/s]
-/home/runner/work/moabb/moabb/moabb/datasets/preprocessing.py:279: UserWarning: warnEpochs <Epochs | 24 events (all good), 2 – 6 s (baseline off), ~4.1 MB, data loaded,
+
BNCI2014-001-WithinSession:   0%|          | 0/2 [00:00<?, ?it/s]/home/runner/work/moabb/moabb/moabb/datasets/preprocessing.py:279: UserWarning: warnEpochs <Epochs | 24 events (all good), 2 – 6 s (baseline off), ~4.1 MB, data loaded,
  'left_hand': 12
  'right_hand': 12>
   warn(f"warnEpochs {epochs}")
@@ -869,11 +769,6 @@ 
Running the benchmarkRunning the benchmarkRunning the benchmarkRunning the benchmarkReferencesTotal running time of the script: ( 12 minutes  5.230 seconds)

-
Estimated memory usage:  3975 MB

+
Total running time of the script: ( 12 minutes  1.291 seconds)

+
Estimated memory usage:  3805 MB

 
 
The deep learning architectures implemented in MOABB using Braindecode are:

@@ -1493,8 +1456,8 @@ 
ReferencesTotal running time of the script: ( 3 minutes  2.516 seconds)

-
Estimated memory usage:  707 MB

+
Total running time of the script: ( 2 minutes  57.727 seconds)

+
Estimated memory usage:  643 MB

 
-
Total running time of the script: ( 1 minutes  37.034 seconds)

-
Estimated memory usage:  130 MB

+
Total running time of the script: ( 1 minutes  40.126 seconds)

+
Estimated memory usage:  189 MB

 

 

-plot cross session motor imagery
Total running time of the script: ( 0 minutes  12.645 seconds)

-
Estimated memory usage:  256 MB

+plot cross session motor imagery
Total running time of the script: ( 0 minutes  12.799 seconds)

+
Estimated memory usage:  304 MB
-dataset = Zhou2016, dataset = BNCI2014-001

Total running time of the script: ( 0 minutes 19.730 seconds)

-

Estimated memory usage: 199 MB

+dataset = Zhou2016, dataset = BNCI2014-001

Total running time of the script: ( 0 minutes 20.102 seconds)

+

Estimated memory usage: 271 MB

-plot cross subject ssvep

Total running time of the script: ( 0 minutes 19.709 seconds)

-

Estimated memory usage: 14 MB

+plot cross subject ssvep

Total running time of the script: ( 0 minutes 30.560 seconds)

+

Estimated memory usage: 10 MB

-
Using array cache: 0.34 seconds
-Using epochs cache: 0.51 seconds
-Using raw cache: 0.82 seconds
-Without cache: 2.42 seconds
+
Using array cache: 0.33 seconds
+Using epochs cache: 0.53 seconds
+Using raw cache: 0.85 seconds
+Without cache: 2.46 seconds
 

 

 
As you can see, using a raw cache is more than 5 times faster than
@@ -980,8 +980,8 @@ 
Cleanup
shutil.rmtree(temp_dir)
-

Total running time of the script: ( 0 minutes 17.555 seconds)

-

Estimated memory usage: 650 MB

+

Total running time of the script: ( 0 minutes 18.040 seconds)

+

Estimated memory usage: 726 MB

-

Total running time of the script: ( 0 minutes 33.927 seconds)

-

Estimated memory usage: 649 MB

+

Total running time of the script: ( 0 minutes 34.815 seconds)

+

Estimated memory usage: 679 MB