{
"cells": [
{
"cell_type": "markdown",
"metadata": {},
"source": [
"# [Introduction to feature extraction](https://github.com/Ziaeemehr/vbi_paper/blob/main/docs/examples/intro_feature.ipynb)\n",
"\n",
"
"
]
},
{
"cell_type": "code",
"execution_count": 1,
"metadata": {},
"outputs": [],
"source": [
"import vbi\n",
"import numpy as np\n",
"import matplotlib.pyplot as plt\n",
"from vbi import report_cfg\n",
"from vbi import extract_features_df, extract_features_list\n",
"from vbi import get_features_by_domain, get_features_by_given_names"
]
},
{
"cell_type": "code",
"execution_count": 2,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"(88, 208)\n"
]
},
{
"data": {
"image/png": 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",
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"D = vbi.LoadSample(nn=88)\n",
"ts = D.get_bold()\n",
"print(ts.shape)\n",
"\n",
"plt.figure(figsize=(12,2.5))\n",
"plt.plot(np.arange(ts.shape[1])*0.5, ts.T, lw=1, alpha=0.5);\n",
"plt.margins(0, 0.1)\n",
"plt.xlabel(\"Time (s)\")\n",
"plt.ylabel(\"BOLD signal\");"
]
},
{
"cell_type": "code",
"execution_count": 3,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Selected features:\n",
"------------------\n",
"■ Domain: connectivity\n",
" ▢ Function: fc_stat\n",
" ▫ description: Extracts features from functional connectivity (FC).\n",
" ▫ function : vbi.feature_extraction.features.fc_stat\n",
" ▫ parameters : {'k': 0, 'masks': None, 'positive': False, 'verbose': False, 'eigenvalues': True, 'pca_num_components': 3, 'fc_function': 'corrcoef', 'quantiles': [0.05, 0.25, 0.5, 0.75, 0.95], 'features': ['sum']}\n",
" ▫ tag : all\n",
" ▫ use : yes\n"
]
}
],
"source": [
"cfg = get_features_by_domain(domain=\"connectivity\")\n",
"cfg = get_features_by_given_names(cfg, ['fc_stat'])\n",
"cfg = vbi.update_cfg(cfg, 'fc_stat', {\"features\":[\"sum\"], \"fc_function\":\"corrcoef\"})\n",
"report_cfg(cfg)"
]
},
{
"cell_type": "code",
"execution_count": 4,
"metadata": {},
"outputs": [
{
"name": "stderr",
"output_type": "stream",
"text": [
"\r\n",
" 0%| | 0/1 [00:00, ?it/s]"
]
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"\r\n",
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"([array([-5.5172849e-02, 1.8978356e-01, 3.6331561e-01, 5.4156488e-01,\n",
" 7.6214993e-01, -8.8817842e-15, 1.0000000e+00, 1.3969272e+03,\n",
" 2.9416184e+03], dtype=float32)],\n",
" ['fc_full_quantile_0.05',\n",
" 'fc_full_quantile_0.25',\n",
" 'fc_full_quantile_0.5',\n",
" 'fc_full_quantile_0.75',\n",
" 'fc_full_quantile_0.95',\n",
" 'fc_full_pca_sum',\n",
" 'fc_full_eig_sum',\n",
" 'fc_full_ut_sum',\n",
" 'fc_full_sum'])"
]
},
"execution_count": 4,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"data = extract_features_list([ts], 0.5, cfg)\n",
"data"
]
},
{
"cell_type": "code",
"execution_count": 5,
"metadata": {},
"outputs": [
{
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},
"execution_count": 5,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"data = extract_features_df([ts, ts], 0.5, cfg, n_workers=2)\n",
"data"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Add custom features"
]
},
{
"cell_type": "code",
"execution_count": 6,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Selected features:\n",
"------------------\n",
"■ Domain: statistical\n",
" ▢ Function: mean\n",
" ▫ description: \n",
" ▫ function : mean\n",
" ▫ parameters : {'arg1': 1.0, 'arg2': 2.0}\n",
" ▫ tag : all\n",
" ▫ use : yes\n",
" ▢ Function: std\n",
" ▫ description: \n",
" ▫ function : std\n",
" ▫ parameters : {'arg1': 1.0, 'arg2': 2.0}\n",
" ▫ tag : all\n",
" ▫ use : yes\n"
]
}
],
"source": [
"from vbi import add_features_from_json\n",
"import my_features\n",
"\n",
"cfg = add_features_from_json(\"my_features.json\", my_features)\n",
"report_cfg(cfg)"
]
},
{
"cell_type": "code",
"execution_count": 7,
"metadata": {},
"outputs": [
{
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"output_type": "stream",
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"100%|██████████| 2/2 [00:00<00:00, 190.50it/s]"
]
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"\n"
]
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]
},
"execution_count": 7,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"data = extract_features_df([ts, ts], 0.5, cfg, n_workers=2)\n",
"data"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"outputs": [],
"source": []
}
],
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