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bruAristimunha committed Nov 10, 2023
1 parent a42eec5 commit 7ac5d53
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Showing 72 changed files with 3,516 additions and 1,007 deletions.
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Expand Up @@ -98,7 +98,7 @@
},
"outputs": [],
"source": [
"pipelines_fb = {}\npipelines_fb[\"RG+LogReg\"] = make_pipeline(\n ExtendedSSVEPSignal(),\n Covariances(estimator=\"lwf\"),\n TangentSpace(),\n LogisticRegression(solver=\"lbfgs\", multi_class=\"auto\"),\n)\n\npipelines = {}\npipelines[\"CCA\"] = make_pipeline(SSVEP_CCA(interval=interval, freqs=freqs, n_harmonics=2))\n\npipelines_TRCA = {}\npipelines_TRCA[\"TRCA\"] = make_pipeline(\n SSVEP_TRCA(interval=interval, freqs=freqs, n_fbands=5)\n)\n\npipelines_MSET_CCA = {}\npipelines_MSET_CCA[\"MSET_CCA\"] = make_pipeline(SSVEP_MsetCCA(freqs=freqs))"
"pipelines_fb = {}\npipelines_fb[\"RG+LogReg\"] = make_pipeline(\n ExtendedSSVEPSignal(),\n Covariances(estimator=\"lwf\"),\n TangentSpace(),\n LogisticRegression(solver=\"lbfgs\", multi_class=\"auto\"),\n)\n\npipelines = {}\npipelines[\"CCA\"] = make_pipeline(SSVEP_CCA(interval=interval, freqs=freqs, n_harmonics=2))\n\npipelines_TRCA = {}\npipelines_TRCA[\"TRCA\"] = make_pipeline(SSVEP_TRCA(interval=interval, freqs=freqs))\n\npipelines_MSET_CCA = {}\npipelines_MSET_CCA[\"MSET_CCA\"] = make_pipeline(SSVEP_MsetCCA(freqs=freqs))"
]
},
{
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Expand Up @@ -65,7 +65,6 @@ def __init__(self):
subjects_list=subjects_list,
code="CustomDataset1",
interval=[0, 1.0],
paradigm="p300",
)


Expand All @@ -81,7 +80,6 @@ def __init__(self):
subjects_list=subjects_list,
code="CustomDataset2",
interval=[0, 1.0],
paradigm="p300",
)


Expand All @@ -103,7 +101,6 @@ def __init__(self):
subjects_list=subjects_list,
code="CustomDataset3",
interval=[0, 1.0],
paradigm="p300",
)


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Expand Up @@ -62,7 +62,7 @@
},
"outputs": [],
"source": [
"class CustomDataset1(CompoundDataset):\n def __init__(self):\n biVR = Cattan2019_VR(virtual_reality=True, screen_display=True)\n runs = blocks_reps([0, 2], [0, 1, 2, 3, 4], biVR.n_repetitions)\n subjects_list = [\n (biVR, 1, \"0VR\", runs),\n (biVR, 2, \"0VR\", runs),\n ]\n CompoundDataset.__init__(\n self,\n subjects_list=subjects_list,\n code=\"CustomDataset1\",\n interval=[0, 1.0],\n paradigm=\"p300\",\n )\n\n\nclass CustomDataset2(CompoundDataset):\n def __init__(self):\n bi2014 = BI2014a()\n subjects_list = [\n (bi2014, 4, None, None),\n (bi2014, 7, None, None),\n ]\n CompoundDataset.__init__(\n self,\n subjects_list=subjects_list,\n code=\"CustomDataset2\",\n interval=[0, 1.0],\n paradigm=\"p300\",\n )"
"class CustomDataset1(CompoundDataset):\n def __init__(self):\n biVR = Cattan2019_VR(virtual_reality=True, screen_display=True)\n runs = blocks_reps([0, 2], [0, 1, 2, 3, 4], biVR.n_repetitions)\n subjects_list = [\n (biVR, 1, \"0VR\", runs),\n (biVR, 2, \"0VR\", runs),\n ]\n CompoundDataset.__init__(\n self,\n subjects_list=subjects_list,\n code=\"CustomDataset1\",\n interval=[0, 1.0],\n )\n\n\nclass CustomDataset2(CompoundDataset):\n def __init__(self):\n bi2014 = BI2014a()\n subjects_list = [\n (bi2014, 4, None, None),\n (bi2014, 7, None, None),\n ]\n CompoundDataset.__init__(\n self,\n subjects_list=subjects_list,\n code=\"CustomDataset2\",\n interval=[0, 1.0],\n )"
]
},
{
Expand All @@ -80,7 +80,7 @@
},
"outputs": [],
"source": [
"class CustomDataset3(CompoundDataset):\n def __init__(self):\n subjects_list = [CustomDataset1(), CustomDataset2()]\n CompoundDataset.__init__(\n self,\n subjects_list=subjects_list,\n code=\"CustomDataset3\",\n interval=[0, 1.0],\n paradigm=\"p300\",\n )"
"class CustomDataset3(CompoundDataset):\n def __init__(self):\n subjects_list = [CustomDataset1(), CustomDataset2()]\n CompoundDataset.__init__(\n self,\n subjects_list=subjects_list,\n code=\"CustomDataset3\",\n interval=[0, 1.0],\n )"
]
},
{
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Expand Up @@ -104,9 +104,7 @@
pipelines["CCA"] = make_pipeline(SSVEP_CCA(interval=interval, freqs=freqs, n_harmonics=2))

pipelines_TRCA = {}
pipelines_TRCA["TRCA"] = make_pipeline(
SSVEP_TRCA(interval=interval, freqs=freqs, n_fbands=5)
)
pipelines_TRCA["TRCA"] = make_pipeline(SSVEP_TRCA(interval=interval, freqs=freqs))

pipelines_MSET_CCA = {}
pipelines_MSET_CCA["MSET_CCA"] = make_pipeline(SSVEP_MsetCCA(freqs=freqs))
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