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@Neeratyoy
Created October 22, 2019 13:57
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{
"cells": [
{
"cell_type": "code",
"execution_count": 1,
"metadata": {},
"outputs": [],
"source": [
"import openml\n",
"\n",
"import numpy as np\n",
"import pandas as pd"
]
},
{
"cell_type": "code",
"execution_count": 2,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"(2958, 16)\n",
"did\n",
"name\n",
"version\n",
"uploader\n",
"status\n",
"format\n",
"MajorityClassSize\n",
"MaxNominalAttDistinctValues\n",
"MinorityClassSize\n",
"NumberOfClasses\n",
"NumberOfFeatures\n",
"NumberOfInstances\n",
"NumberOfInstancesWithMissingValues\n",
"NumberOfMissingValues\n",
"NumberOfNumericFeatures\n",
"NumberOfSymbolicFeatures\n"
]
}
],
"source": [
"# Fetching the list of all available datasets on OpenML\n",
"d = openml.datasets.list_datasets(output_format='dataframe')\n",
"print(d.shape)\n",
"\n",
"# Listing column names or attributes that OpenML offers\n",
"for name in d.columns:\n",
" print(name)"
]
}
],
"metadata": {
"kernelspec": {
"display_name": "Python 3",
"language": "python",
"name": "python3"
},
"language_info": {
"codemirror_mode": {
"name": "ipython",
"version": 3
},
"file_extension": ".py",
"mimetype": "text/x-python",
"name": "python",
"nbconvert_exporter": "python",
"pygments_lexer": "ipython3",
"version": "3.6.8"
}
},
"nbformat": 4,
"nbformat_minor": 2
}
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