From 0855119d30bd752f491ca0771ab3ca7f06e37cfb Mon Sep 17 00:00:00 2001
From: Franziska Oschmann <oschmanf@eu-c7-114-14.euler.ethz.ch>
Date: Wed, 28 Aug 2019 17:29:40 +0200
Subject: [PATCH] Feature extraction for only one subject
---
09_eeg_use_case.ipynb | 42 ++++++++----------------------------------
1 file changed, 8 insertions(+), 34 deletions(-)
diff --git a/09_eeg_use_case.ipynb b/09_eeg_use_case.ipynb
index c13a19a..0ef027f 100644
--- a/09_eeg_use_case.ipynb
+++ b/09_eeg_use_case.ipynb
@@ -45,17 +45,17 @@
},
{
"cell_type": "code",
- "execution_count": 8,
+ "execution_count": 35,
"metadata": {},
"outputs": [],
"source": [
- "all_data_files = glob.glob('data/eeg_use_case/train/*data.csv')\n",
- "all_event_files = glob.glob('data/eeg_use_case/train/*events.csv')"
+ "all_data_files = glob.glob('data/eeg_use_case/train/subj7*data.csv')\n",
+ "all_event_files = glob.glob('data/eeg_use_case/train/subj7*events.csv')"
]
},
{
"cell_type": "code",
- "execution_count": 9,
+ "execution_count": 36,
"metadata": {},
"outputs": [],
"source": [
@@ -68,12 +68,12 @@
" dfs.append(df)\n",
" #all_dfs = pd.concat(dfs)\n",
" all_dfs = dfs\n",
- " return all_dfs\n"
+ " return all_dfs"
]
},
{
"cell_type": "code",
- "execution_count": 21,
+ "execution_count": 37,
"metadata": {},
"outputs": [],
"source": [
@@ -104,7 +104,7 @@
},
{
"cell_type": "code",
- "execution_count": 22,
+ "execution_count": 38,
"metadata": {},
"outputs": [],
"source": [
@@ -121,7 +121,7 @@
},
{
"cell_type": "code",
- "execution_count": 32,
+ "execution_count": 39,
"metadata": {},
"outputs": [],
"source": [
@@ -135,32 +135,6 @@
" all_mean_power.append(np.mean(window**2, axis = 0))"
]
},
- {
- "cell_type": "code",
- "execution_count": 31,
- "metadata": {},
- "outputs": [
- {
- "data": {
- "text/plain": [
- "array([ 452366.678, 910243.046, 430559.552, 149318.27 , 6119.372,\n",
- " 80851.37 , 2663828.942, 124835.9 , 15269.73 , 6140.226,\n",
- " 28285.898, 26204.874, 87730.286, 8506.566, 60342.57 ,\n",
- " 51062.31 , 35993.902, 33631.49 , 16469.498, 650261.852,\n",
- " 26657.906, 68666.258, 92072.606, 24539.54 , 96328.972,\n",
- " 36662.188, 129633.254, 40511.972, 42207.442, 27939.102,\n",
- " 36481.492, 57098.198])"
- ]
- },
- "execution_count": 31,
- "metadata": {},
- "output_type": "execute_result"
- }
- ],
- "source": [
- "mean_power"
- ]
- },
{
"cell_type": "code",
"execution_count": null,
--
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