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@udayRage
udayRage committed Oct 20, 2023
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168 changes: 125 additions & 43 deletions notebooks/multipleMinimumFrequentPatterns/basic/CFPGrowthPlus.ipynb
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},
{
"cell_type": "code",
"execution_count": null,
"execution_count": 1,
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"name": "stdout",
"text": [
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"Building wheels for collected packages: JsonForm, JsonSir\n",
" Building wheel for JsonForm (setup.py) ... \u001b[?25l\u001b[?25hdone\n",
" Created wheel for JsonForm: filename=JsonForm-0.0.2-py3-none-any.whl size=3313 sha256=5862581b94be584f02faafe6254373605572b379125646d3fd1f5f2a0d392201\n",
" Stored in directory: /root/.cache/pip/wheels/b6/e5/87/11026246d3bd4ad67c0615682d2d6748bbd9a40ac0490882bd\n",
" Building wheel for JsonSir (setup.py) ... \u001b[?25l\u001b[?25hdone\n",
" Created wheel for JsonSir: filename=JsonSir-0.0.2-py3-none-any.whl size=4750 sha256=f5741cdd561b1435780f96e352fd445946d253a29f36b3c3750efa5c6f49bfd1\n",
" Stored in directory: /root/.cache/pip/wheels/1d/4c/d3/4d9757425983b43eb709be1043d82cd03fb863ce5f56f117e6\n",
"Successfully built JsonForm JsonSir\n",
"Installing collected packages: JsonSir, validators, python-easyconfig, JsonForm, resource, sphinxcontrib-jquery, sphinx-rtd-theme, PAMI\n",
"Successfully installed JsonForm-0.0.2 JsonSir-0.0.2 PAMI-2023.10.20.3 python-easyconfig-0.1.7 resource-0.2.1 sphinx-rtd-theme-1.3.0 sphinxcontrib-jquery-4.1 validators-0.22.0\n"
]
}
],
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],
"metadata": {
"id": "bUhZQeQHNNt9",
"outputId": "1306f9c1-9598-4035-ebe7-b4b4ae62eb94"
"outputId": "f1f7ec8e-f656-46c6-b65d-62d3e92486b8",
"colab": {
"base_uri": "https://localhost:8080/"
}
},
"id": "bUhZQeQHNNt9"
},
Expand All @@ -133,11 +176,33 @@
"!wget https://u-aizu.ac.jp/~udayrage/datasets/transactionalDatabases/Transactional_T10I4D100K.csv"
],
"metadata": {
"id": "Y1O-Nun9r-Wf"
"id": "Y1O-Nun9r-Wf",
"outputId": "a9845f7f-1a21-442c-d23c-8f15bd1d21ef",
"colab": {
"base_uri": "https://localhost:8080/"
}
},
"id": "Y1O-Nun9r-Wf",
"execution_count": null,
"outputs": []
"execution_count": 2,
"outputs": [
{
"output_type": "stream",
"name": "stdout",
"text": [
"--2023-10-20 07:57:18-- https://u-aizu.ac.jp/~udayrage/datasets/transactionalDatabases/Transactional_T10I4D100K.csv\n",
"Resolving u-aizu.ac.jp (u-aizu.ac.jp)... 150.95.161.176, 150.31.244.160\n",
"Connecting to u-aizu.ac.jp (u-aizu.ac.jp)|150.95.161.176|:443... connected.\n",
"HTTP request sent, awaiting response... 200 OK\n",
"Length: 4019277 (3.8M) [text/csv]\n",
"Saving to: ‘Transactional_T10I4D100K.csv’\n",
"\n",
"Transactional_T10I4 100%[===================>] 3.83M 1.09MB/s in 3.5s \n",
"\n",
"2023-10-20 07:57:23 (1.09 MB/s) - ‘Transactional_T10I4D100K.csv’ saved [4019277/4019277]\n",
"\n"
]
}
]
},
{
"cell_type": "markdown",
Expand All @@ -159,15 +224,32 @@
"sep = \"\\t\"\n",
"output = \"MIS_T10.txt\"\n",
"cd = ub.usingBeta(inputFile, beta, LS, sep)\n",
"cd.calculateMISValues()\n",
"cd.calculateMIS()\n",
"cd.save(output)"
],
"metadata": {
"id": "KuVAA2spsJ91"
"id": "KuVAA2spsJ91",
"outputId": "d0468419-5400-4f10-97c5-897cd9f2ab8b",
"colab": {
"base_uri": "https://localhost:8080/",
"height": 232
}
},
"id": "KuVAA2spsJ91",
"execution_count": null,
"outputs": []
"execution_count": 3,
"outputs": [
{
"output_type": "error",
"ename": "AttributeError",
"evalue": "ignored",
"traceback": [
"\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
"\u001b[0;31mAttributeError\u001b[0m Traceback (most recent call last)",
"\u001b[0;32m<ipython-input-3-acc585bbd937>\u001b[0m in \u001b[0;36m<cell line: 8>\u001b[0;34m()\u001b[0m\n\u001b[1;32m 6\u001b[0m \u001b[0moutput\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0;34m\"MIS_T10.txt\"\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 7\u001b[0m \u001b[0mcd\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mub\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0musingBeta\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0minputFile\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mbeta\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mLS\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0msep\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m----> 8\u001b[0;31m \u001b[0mcd\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mcalculateMISValues\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 9\u001b[0m \u001b[0mcd\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0msave\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0moutput\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
"\u001b[0;31mAttributeError\u001b[0m: 'usingBeta' object has no attribute 'calculateMISValues'"
]
}
]
},
{
"cell_type": "markdown",
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