Index

A

accuracy_score() (in module water_benchmark_hub.metrics)

Anytown (class in water_benchmark_hub.networks.networks) autoreset (water_benchmark_hub.gym.scenario_control_env.ScenarioControlEnv property)

B

BAK (class in water_benchmark_hub.networks.networks) Balerma (class in water_benchmark_hub.networks.networks) BATADAL (class in water_benchmark_hub.batadal.batadal) BattLeDIM (class in water_benchmark_hub.battledim.battledim) BenchmarkResource (class in water_benchmark_hub.benchmark_resource)

BIN (class in water_benchmark_hub.networks.networks) BWDF (class in water_benchmark_hub.bwdf.bwdf) BWSN1 (class in water_benchmark_hub.networks.bwsn_networks) (class in water_benchmark_hub.networks.networks) BWSN2 (class in water_benchmark_hub.networks.bwsn_networks) (class in water_benchmark_hub.networks.networks)

C

CA1 (class in water_benchmark_hub.networks.networks) close() (water_benchmark_hub.gym.scenario_control_env.ScenarioControlEnv method) compute_evaluation_score() (water_benchmark_hub.battledim.battledim.BattLeDIM static method) (water_benchmark_hub.gecco_waterquality.gecco_water_quality.GeccoWaterQuality static method) (water_benchmark_hub.leakdb.leakdb.LeakDB static method) (water_benchmark_hub.water_usage.water_usage.WaterUsage static method)

CTown (class in water_benchmark_hub.networks.networks) CYDBP (class in water_benchmark_hub.networks.networks)

D

DMA (class in water_benchmark_hub.networks.networks)

DTown (class in water_benchmark_hub.networks.networks)

E

ETown (class in water_benchmark_hub.networks.networks)

EXN (class in water_benchmark_hub.networks.networks)

F

f1_micro_score() (in module water_benchmark_hub.metrics) f1_score() (in module water_benchmark_hub.metrics)

Fossolo (class in water_benchmark_hub.networks.networks) FourteenPipe (class in water_benchmark_hub.networks.networks) FOWM (class in water_benchmark_hub.networks.networks)

G

GeccoWaterQuality (class in water_benchmark_hub.gecco_waterquality.gecco_water_quality) GeccoWaterQuality2017 (class in water_benchmark_hub.gecco_waterquality.gecco_water_quality) GeccoWaterQuality2018 (class in water_benchmark_hub.gecco_waterquality.gecco_water_quality) GeccoWaterQuality2019 (class in water_benchmark_hub.gecco_waterquality.gecco_water_quality) get_meta_info() (water_benchmark_hub.batadal.batadal.BATADAL static method) (water_benchmark_hub.battledim.battledim.BattLeDIM static method) (water_benchmark_hub.benchmark_resource.BenchmarkResource static method) (water_benchmark_hub.bwdf.bwdf.BWDF static method) (water_benchmark_hub.gecco_waterquality.gecco_water_quality.GeccoWaterQuality static method) (water_benchmark_hub.gecco_waterquality.gecco_water_quality.GeccoWaterQuality2017 static method) (water_benchmark_hub.gecco_waterquality.gecco_water_quality.GeccoWaterQuality2018 static method) (water_benchmark_hub.gecco_waterquality.gecco_water_quality.GeccoWaterQuality2019 static method) (water_benchmark_hub.leakdb.leakdb.LeakDB static method) (water_benchmark_hub.meta_data.MetaData static method) (water_benchmark_hub.networks.bwsn_networks.BWSN1 static method) (water_benchmark_hub.networks.bwsn_networks.BWSN2 static method) (water_benchmark_hub.networks.epanet_examples.Net1 static method) (water_benchmark_hub.networks.epanet_examples.Net2 static method) (water_benchmark_hub.networks.epanet_examples.Net3 static method) (water_benchmark_hub.networks.epanet_examples.Net6 static method) (water_benchmark_hub.networks.ltown.LTown static method) (water_benchmark_hub.networks.networks.Anytown static method) (water_benchmark_hub.networks.networks.BAK static method) (water_benchmark_hub.networks.networks.Balerma static method) (water_benchmark_hub.networks.networks.BIN static method) (water_benchmark_hub.networks.networks.BWSN1 static method) (water_benchmark_hub.networks.networks.BWSN2 static method) (water_benchmark_hub.networks.networks.CA1 static method) (water_benchmark_hub.networks.networks.CTown static method) (water_benchmark_hub.networks.networks.CYDBP static method) (water_benchmark_hub.networks.networks.DMA static method) (water_benchmark_hub.networks.networks.DTown static method) (water_benchmark_hub.networks.networks.ETown static method) (water_benchmark_hub.networks.networks.EXN static method) (water_benchmark_hub.networks.networks.Fossolo static method) (water_benchmark_hub.networks.networks.FourteenPipe static method) (water_benchmark_hub.networks.networks.FOWM static method) (water_benchmark_hub.networks.networks.GOY static method) (water_benchmark_hub.networks.networks.Hanoi static method) (water_benchmark_hub.networks.networks.Jilin static method) (water_benchmark_hub.networks.networks.KL static method) (water_benchmark_hub.networks.networks.KY1 static method) (water_benchmark_hub.networks.networks.KY10 static method) (water_benchmark_hub.networks.networks.KY11 static method) (water_benchmark_hub.networks.networks.KY12 static method) (water_benchmark_hub.networks.networks.KY13 static method) (water_benchmark_hub.networks.networks.KY14 static method) (water_benchmark_hub.networks.networks.KY15 static method) (water_benchmark_hub.networks.networks.KY16 static method) (water_benchmark_hub.networks.networks.KY17 static method) (water_benchmark_hub.networks.networks.KY2 static method) (water_benchmark_hub.networks.networks.KY3 static method) (water_benchmark_hub.networks.networks.KY4 static method) (water_benchmark_hub.networks.networks.KY5 static method) (water_benchmark_hub.networks.networks.KY6 static method) (water_benchmark_hub.networks.networks.KY7 static method) (water_benchmark_hub.networks.networks.KY8 static method) (water_benchmark_hub.networks.networks.KY9 static method) (water_benchmark_hub.networks.networks.KYV18 static method) (water_benchmark_hub.networks.networks.KYV21 static method) (water_benchmark_hub.networks.networks.KYV22 static method) (water_benchmark_hub.networks.networks.KYV23 static method) (water_benchmark_hub.networks.networks.KYV24 static method) (water_benchmark_hub.networks.networks.KYV8 static method) (water_benchmark_hub.networks.networks.MarchiRural static method) (water_benchmark_hub.networks.networks.Micropolis static method) (water_benchmark_hub.networks.networks.Modena static method) (water_benchmark_hub.networks.networks.ModifiedNineteenPipe static method) (water_benchmark_hub.networks.networks.NineteenPipe static method) (water_benchmark_hub.networks.networks.NJ1 static method) (water_benchmark_hub.networks.networks.NYC_Tunnel static method) (water_benchmark_hub.networks.networks.PA1 static method) (water_benchmark_hub.networks.networks.PA2 static method) (water_benchmark_hub.networks.networks.RCH static method) (water_benchmark_hub.networks.networks.Richmond static method) (water_benchmark_hub.networks.networks.Rural static method) (water_benchmark_hub.networks.networks.TLN static method) (water_benchmark_hub.networks.networks.WA1 static method) (water_benchmark_hub.networks.networks.WaterDistributionNetwork static method) (water_benchmark_hub.networks.networks.WCR static method) (water_benchmark_hub.networks.networks.ZhiJiang static method) (water_benchmark_hub.water_usage.water_usage.WaterUsage static method)

GOY (class in water_benchmark_hub.networks.networks)

H

Hanoi (class in water_benchmark_hub.networks.networks)

J

Jilin (class in water_benchmark_hub.networks.networks)

K

KL (class in water_benchmark_hub.networks.networks) KY1 (class in water_benchmark_hub.networks.networks) KY10 (class in water_benchmark_hub.networks.networks) KY11 (class in water_benchmark_hub.networks.networks) KY12 (class in water_benchmark_hub.networks.networks) KY13 (class in water_benchmark_hub.networks.networks) KY14 (class in water_benchmark_hub.networks.networks) KY15 (class in water_benchmark_hub.networks.networks) KY16 (class in water_benchmark_hub.networks.networks) KY17 (class in water_benchmark_hub.networks.networks) KY2 (class in water_benchmark_hub.networks.networks) KY3 (class in water_benchmark_hub.networks.networks)

KY4 (class in water_benchmark_hub.networks.networks) KY5 (class in water_benchmark_hub.networks.networks) KY6 (class in water_benchmark_hub.networks.networks) KY7 (class in water_benchmark_hub.networks.networks) KY8 (class in water_benchmark_hub.networks.networks) KY9 (class in water_benchmark_hub.networks.networks) KYV18 (class in water_benchmark_hub.networks.networks) KYV21 (class in water_benchmark_hub.networks.networks) KYV22 (class in water_benchmark_hub.networks.networks) KYV23 (class in water_benchmark_hub.networks.networks) KYV24 (class in water_benchmark_hub.networks.networks) KYV8 (class in water_benchmark_hub.networks.networks)

L

LeakDB (class in water_benchmark_hub.leakdb.leakdb) load() (in module water_benchmark_hub.benchmarks) (water_benchmark_hub.networks.bwsn_networks.BWSN1 static method) (water_benchmark_hub.networks.bwsn_networks.BWSN2 static method) (water_benchmark_hub.networks.epanet_examples.Net1 static method) (water_benchmark_hub.networks.epanet_examples.Net2 static method) (water_benchmark_hub.networks.epanet_examples.Net3 static method) (water_benchmark_hub.networks.epanet_examples.Net6 static method) (water_benchmark_hub.networks.ltown.LTown static method) (water_benchmark_hub.networks.networks.Anytown static method) (water_benchmark_hub.networks.networks.BAK static method) (water_benchmark_hub.networks.networks.Balerma static method) (water_benchmark_hub.networks.networks.BIN static method) (water_benchmark_hub.networks.networks.BWSN1 static method) (water_benchmark_hub.networks.networks.BWSN2 static method) (water_benchmark_hub.networks.networks.CA1 static method) (water_benchmark_hub.networks.networks.CTown static method) (water_benchmark_hub.networks.networks.CYDBP static method) (water_benchmark_hub.networks.networks.DMA static method) (water_benchmark_hub.networks.networks.DTown static method) (water_benchmark_hub.networks.networks.ETown static method) (water_benchmark_hub.networks.networks.EXN static method) (water_benchmark_hub.networks.networks.Fossolo static method) (water_benchmark_hub.networks.networks.FourteenPipe static method) (water_benchmark_hub.networks.networks.FOWM static method) (water_benchmark_hub.networks.networks.GOY static method) (water_benchmark_hub.networks.networks.Hanoi static method) (water_benchmark_hub.networks.networks.Jilin static method) (water_benchmark_hub.networks.networks.KL static method) (water_benchmark_hub.networks.networks.KY1 static method) (water_benchmark_hub.networks.networks.KY10 static method) (water_benchmark_hub.networks.networks.KY11 static method) (water_benchmark_hub.networks.networks.KY12 static method) (water_benchmark_hub.networks.networks.KY13 static method) (water_benchmark_hub.networks.networks.KY14 static method) (water_benchmark_hub.networks.networks.KY15 static method) (water_benchmark_hub.networks.networks.KY16 static method) (water_benchmark_hub.networks.networks.KY17 static method) (water_benchmark_hub.networks.networks.KY2 static method) (water_benchmark_hub.networks.networks.KY3 static method) (water_benchmark_hub.networks.networks.KY4 static method) (water_benchmark_hub.networks.networks.KY5 static method) (water_benchmark_hub.networks.networks.KY6 static method) (water_benchmark_hub.networks.networks.KY7 static method) (water_benchmark_hub.networks.networks.KY8 static method) (water_benchmark_hub.networks.networks.KY9 static method) (water_benchmark_hub.networks.networks.KYV18 static method) (water_benchmark_hub.networks.networks.KYV21 static method) (water_benchmark_hub.networks.networks.KYV22 static method) (water_benchmark_hub.networks.networks.KYV23 static method) (water_benchmark_hub.networks.networks.KYV24 static method) (water_benchmark_hub.networks.networks.KYV8 static method) (water_benchmark_hub.networks.networks.MarchiRural static method) (water_benchmark_hub.networks.networks.Micropolis static method) (water_benchmark_hub.networks.networks.Modena static method) (water_benchmark_hub.networks.networks.ModifiedNineteenPipe static method) (water_benchmark_hub.networks.networks.NineteenPipe static method) (water_benchmark_hub.networks.networks.NJ1 static method) (water_benchmark_hub.networks.networks.NYC_Tunnel static method) (water_benchmark_hub.networks.networks.PA1 static method) (water_benchmark_hub.networks.networks.PA2 static method) (water_benchmark_hub.networks.networks.RCH static method) (water_benchmark_hub.networks.networks.Richmond static method) (water_benchmark_hub.networks.networks.Rural static method) (water_benchmark_hub.networks.networks.TLN static method) (water_benchmark_hub.networks.networks.WA1 static method) (water_benchmark_hub.networks.networks.WCR static method) (water_benchmark_hub.networks.networks.ZhiJiang static method)

load_data() (water_benchmark_hub.batadal.batadal.BATADAL static method) (water_benchmark_hub.battledim.battledim.BattLeDIM static method) (water_benchmark_hub.bwdf.bwdf.BWDF static method) (water_benchmark_hub.gecco_waterquality.gecco_water_quality.GeccoWaterQuality2017 static method) (water_benchmark_hub.gecco_waterquality.gecco_water_quality.GeccoWaterQuality2018 static method) (water_benchmark_hub.gecco_waterquality.gecco_water_quality.GeccoWaterQuality2019 static method) (water_benchmark_hub.leakdb.leakdb.LeakDB static method) (water_benchmark_hub.water_usage.water_usage.WaterUsage static method) load_ltown_a() (water_benchmark_hub.networks.ltown.LTown static method) load_scada_data() (water_benchmark_hub.batadal.batadal.BATADAL static method) (water_benchmark_hub.battledim.battledim.BattLeDIM static method) (water_benchmark_hub.leakdb.leakdb.LeakDB static method) load_scenario() (water_benchmark_hub.batadal.batadal.BATADAL static method) (water_benchmark_hub.battledim.battledim.BattLeDIM static method) load_scenarios() (water_benchmark_hub.leakdb.leakdb.LeakDB static method) LTown (class in water_benchmark_hub.networks.ltown)

M

mape() (in module water_benchmark_hub.metrics) MarchiRural (class in water_benchmark_hub.networks.networks) mase() (in module water_benchmark_hub.metrics) meta_data() (in module water_benchmark_hub.meta_data) MetaData (class in water_benchmark_hub.meta_data) Micropolis (class in water_benchmark_hub.networks.networks) Modena (class in water_benchmark_hub.networks.networks) ModifiedNineteenPipe (class in water_benchmark_hub.networks.networks) module water_benchmark_hub.batadal.batadal water_benchmark_hub.batadal.batadal_data water_benchmark_hub.battledim.battledim water_benchmark_hub.battledim.battledim_data water_benchmark_hub.benchmark_resource water_benchmark_hub.benchmarks water_benchmark_hub.bwdf.bwdf water_benchmark_hub.gecco_waterquality.gecco_water_quality water_benchmark_hub.gym.scenario_control_env water_benchmark_hub.leakdb.leakdb water_benchmark_hub.leakdb.leakdb_data water_benchmark_hub.meta_data water_benchmark_hub.metrics water_benchmark_hub.networks.bwsn_networks water_benchmark_hub.networks.epanet_examples water_benchmark_hub.networks.ltown water_benchmark_hub.networks.networks water_benchmark_hub.water_usage.water_usage

N

Net1 (class in water_benchmark_hub.networks.epanet_examples) Net2 (class in water_benchmark_hub.networks.epanet_examples) Net3 (class in water_benchmark_hub.networks.epanet_examples)

Net6 (class in water_benchmark_hub.networks.epanet_examples) NineteenPipe (class in water_benchmark_hub.networks.networks) NJ1 (class in water_benchmark_hub.networks.networks) NYC_Tunnel (class in water_benchmark_hub.networks.networks)

P

PA1 (class in water_benchmark_hub.networks.networks)

PA2 (class in water_benchmark_hub.networks.networks) precision_score() (in module water_benchmark_hub.metrics)

R

RCH (class in water_benchmark_hub.networks.networks) register() (in module water_benchmark_hub.benchmarks) reset() (water_benchmark_hub.gym.scenario_control_env.ScenarioControlEnv method)

Richmond (class in water_benchmark_hub.networks.networks) roc_auc_score() (in module water_benchmark_hub.metrics) running_mse() (in module water_benchmark_hub.metrics) Rural (class in water_benchmark_hub.networks.networks)

S

ScenarioControlEnv (class in water_benchmark_hub.gym.scenario_control_env) set_node_quality_source_value() (water_benchmark_hub.gym.scenario_control_env.ScenarioControlEnv method) set_pump_speed() (water_benchmark_hub.gym.scenario_control_env.ScenarioControlEnv method)

set_pump_status() (water_benchmark_hub.gym.scenario_control_env.ScenarioControlEnv method) set_valve_status() (water_benchmark_hub.gym.scenario_control_env.ScenarioControlEnv method) smape() (in module water_benchmark_hub.metrics) step() (water_benchmark_hub.gym.scenario_control_env.ScenarioControlEnv method)

T

TLN (class in water_benchmark_hub.networks.networks)

true_negative_rate() (in module water_benchmark_hub.metrics) true_positive_rate() (in module water_benchmark_hub.metrics)

W

WA1 (class in water_benchmark_hub.networks.networks) water_benchmark_hub.batadal.batadal module water_benchmark_hub.batadal.batadal_data module water_benchmark_hub.battledim.battledim module water_benchmark_hub.battledim.battledim_data module water_benchmark_hub.benchmark_resource module water_benchmark_hub.benchmarks module water_benchmark_hub.bwdf.bwdf module water_benchmark_hub.gecco_waterquality.gecco_water_quality module water_benchmark_hub.gym.scenario_control_env module water_benchmark_hub.leakdb.leakdb module

water_benchmark_hub.leakdb.leakdb_data module water_benchmark_hub.meta_data module water_benchmark_hub.metrics module water_benchmark_hub.networks.bwsn_networks module water_benchmark_hub.networks.epanet_examples module water_benchmark_hub.networks.ltown module water_benchmark_hub.networks.networks module water_benchmark_hub.water_usage.water_usage module WaterDistributionNetwork (class in water_benchmark_hub.networks.networks) WaterUsage (class in water_benchmark_hub.water_usage.water_usage) WCR (class in water_benchmark_hub.networks.networks)

Z

ZhiJiang (class in water_benchmark_hub.networks.networks)