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covid_analysis
Commit 1dc5f817 authored by Joaquin Torres's avatar Joaquin Torres
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parent c95056a4
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.gitignore
View file @ 1dc5f817
./gen_train_data/input
./gen_train_data/output
./EDA/input
\ No newline at end of file
gen_train_data/input/
gen_train_data/output/
EDA/input/
\ No newline at end of file
gen_train_data/gen_train_data.ipynb
View file @ 1dc5f817
......@@ -36,8 +36,8 @@
"outputs": [],
"source": [
"# Load clean datasets\n",
"df_pre = pd.read_csv('./data/input/pre_dataset.csv')\n",
"df_post = pd.read_csv('./data/input/post_dataset.csv')"
"df_pre = pd.read_csv('./input/pre_dataset.csv')\n",
"df_post = pd.read_csv('./input/post_dataset.csv')"
]
},
{
......@@ -95,10 +95,10 @@
"outputs": [],
"source": [
"# Save test data\n",
"np.save('./data/output/pre/X_test_pre.npy', X_test_pre)\n",
"np.save('./data/output/pre/y_test_pre.npy', y_test_pre)\n",
"np.save('./data/output/post/X_test_post.npy', X_test_post)\n",
"np.save('./data/output/post/y_test_post.npy', y_test_post)"
"np.save('./output/pre/X_test_pre.npy', X_test_pre)\n",
"np.save('./output/pre/y_test_pre.npy', y_test_pre)\n",
"np.save('./output/post/X_test_post.npy', X_test_post)\n",
"np.save('./output/post/y_test_post.npy', y_test_post)"
]
},
{
......@@ -108,10 +108,10 @@
"outputs": [],
"source": [
"# Save ORIGINAL training data\n",
"np.save('./data/output/pre/X_train_pre.npy', X_train_pre)\n",
"np.save('./data/output/pre/y_train_pre.npy', y_train_pre)\n",
"np.save('./data/output/post/X_train_post.npy', X_train_post)\n",
"np.save('./data/output/post/y_train_post.npy', y_train_post)"
"np.save('./output/pre/X_train_pre.npy', X_train_pre)\n",
"np.save('./output/pre/y_train_pre.npy', y_train_pre)\n",
"np.save('./output/post/X_train_post.npy', X_train_post)\n",
"np.save('./output/post/y_train_post.npy', y_train_post)"
]
},
{
......@@ -133,10 +133,10 @@
"outputs": [],
"source": [
"# Save oversampled training data\n",
"np.save('./data/output/pre/X_train_over_pre.npy', X_train_over_pre)\n",
"np.save('./data/output/pre/y_train_over_pre.npy', y_train_over_pre)\n",
"np.save('./data/output/post/X_train_over_post.npy', X_train_over_post)\n",
"np.save('./data/output/post/y_train_over_post.npy', y_train_over_post)"
"np.save('./output/pre/X_train_over_pre.npy', X_train_over_pre)\n",
"np.save('./output/pre/y_train_over_pre.npy', y_train_over_pre)\n",
"np.save('./output/post/X_train_over_post.npy', X_train_over_post)\n",
"np.save('./output/post/y_train_over_post.npy', y_train_over_post)"
]
},
{
......@@ -158,10 +158,10 @@
"outputs": [],
"source": [
"# Save undersampled training data\n",
"np.save('./data/output/pre/X_train_under_pre.npy', X_train_under_pre)\n",
"np.save('./data/output/pre/y_train_under_pre.npy', y_train_under_pre)\n",
"np.save('./data/output/post/X_train_under_post.npy', X_train_under_post)\n",
"np.save('./data/output/post/y_train_under_post.npy', y_train_under_post)"
"np.save('./output/pre/X_train_under_pre.npy', X_train_under_pre)\n",
"np.save('./output/pre/y_train_under_pre.npy', y_train_under_pre)\n",
"np.save('./output/post/X_train_under_post.npy', X_train_under_post)\n",
"np.save('./output/post/y_train_under_post.npy', y_train_under_post)"
]
},
{
......@@ -171,7 +171,7 @@
"outputs": [],
"source": [
"# Save features\n",
"np.save('./data/output/attributes.npy', feat)"
"np.save('./output/attributes.npy', feat)"
]
}
],
......
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