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rerun jupyter notebooks
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evfro committed Mar 7, 2018
1 parent e291f6f commit fe3cfdb
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Showing 4 changed files with 163 additions and 198 deletions.
2 changes: 1 addition & 1 deletion examples/Custom evaluation.ipynb
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"name": "stdout",
"output_type": "stream",
"text": [
"PureSVD training time: 0.18142009227667832s\n"
"PureSVD training time: 0.0981479023320091s\n"
]
}
],
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230 changes: 106 additions & 124 deletions examples/Example_ML1M.ipynb

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11 changes: 6 additions & 5 deletions examples/Warm-start and standard scenarios.ipynb
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"name": "stdout",
"output_type": "stream",
"text": [
"PureSVD training time: 0.1370795875410451s\n"
"PureSVD training time: 0.12987111022293263s\n"
]
},
{
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{
"data": {
"text/plain": [
"Relevance(precision=0.34864790286975716, recall=0.20088300220750549, fallout=0.056015452538631341, specifity=0.62279249448123619, miss_rate=0.72875275938189843)"
"Relevance(precision=0.34864790286975716, recall=0.2008830022075055, fallout=0.05601545253863134, specifity=0.6227924944812362, miss_rate=0.7287527593818984)"
]
},
"execution_count": 12,
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{
"data": {
"text/plain": [
"Relevance(precision=0.34892384105960267, recall=0.20212472406181015, fallout=0.058912803532008826, specifity=0.61989514348785868, miss_rate=0.72751103752759372)"
"Relevance(precision=0.3536147902869757, recall=0.20516004415011035, fallout=0.06070640176600441, specifity=0.6181015452538631, miss_rate=0.7244757174392936)"
]
},
"execution_count": 13,
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"19 unique movieid's within 26 testset interactions were filtered. Reason: not in the training data.\n",
"1 unique movieid's within 1 holdout interactions were filtered. Reason: not in the training data.\n",
"1 of 1208 userid's were filtered out from holdout. Reason: not enough items.\n",
"1 userid's were filtered out from testset. Reason: inconsistent with holdout.\n"
"1 userid's were filtered out from testset. Reason: inconsistent with holdout.\n",
"Done.\n"
]
}
],
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"name": "stdout",
"output_type": "stream",
"text": [
"PureSVD training time: 0.09909787366876799s\n"
"PureSVD training time: 0.10033848882716256s\n"
]
},
{
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