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Datasets:
KIOSCoE
/
LeakDB

Tasks:
Tabular Classification
Time Series Forecasting
Modalities:
Tabular
Text
Formats:
parquet
Languages:
English
Size:
10M - 100M
Tags:
water-distribution-networks
leak-detection
leakage-diagnosis
anomaly-detection
fault-diagnosis
benchmark
DOI:
Libraries:
Datasets
Dask
Polars
License:
Dataset card Data Studio Files
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LeakDB / conversion_report.json
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{
"Net1_CMH": {
"scenarios": 1000,
"pressure_nodes": [
"2",
"9",
"10",
"11",
"12",
"13",
"21",
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"23",
"31",
"32"
],
"demand_nodes": [
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"9",
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"21",
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"23",
"31",
"32"
],
"flow_links": [
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"10",
"11",
"12",
"21",
"22",
"31",
"110",
"111",
"112",
"113",
"121",
"122"
]
},
"Hanoi_CMH": {
"scenarios": 1000,
"pressure_nodes": [
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"2",
"3",
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"7",
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"9",
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"31",
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],
"demand_nodes": [
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"2",
"3",
"4",
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"7",
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],
"flow_links": [
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]
},
"problems": [],
"rows": {
"scenarios": 2000,
"leaks": 1993,
"leak_demands": 34917360
},
"summary": {
"Net1_CMH": {
"scenarios": 1000,
"with_leak_label": 734,
"with_stale_leak_files": 24,
"labels_not_explained": 26,
"split_counts": {
"train": 700,
"validation": 151,
"test": 149
},
"leak_scenarios_per_split": {
"train": 514,
"validation": 111,
"test": 109
}
},
"Hanoi_CMH": {
"scenarios": 1000,
"with_leak_label": 763,
"with_stale_leak_files": 0,
"labels_not_explained": 9,
"split_counts": {
"train": 700,
"test": 150,
"validation": 150
},
"leak_scenarios_per_split": {
"train": 534,
"validation": 115,
"test": 114
}
}
},
"options": {
"src": ".",
"out": "LeakDB_HuggingFace",
"networks": [
"Net1_CMH",
"Hanoi_CMH"
],
"scenarios": "",
"split": "70/15/15",
"seed": 42,
"scenarios_per_shard": 50,
"include_inp": true
}
}