feat(tsp): add tsp checkpoint

preprocessor_config.json

@@ -0,0 +1,988 @@
+{
+  "categorical_columns": [],
+  "categorical_encoder": null,
+  "conditional_columns": [],
+  "context_length": 1536,
+  "control_columns": [
+    "Heating Setpoint (C)",
+    "Cooling Setpoint (C)"
+  ],
+  "encode_categorical": false,
+  "feature_extractor_type": "TimeSeriesPreprocessor",
+  "freq": "15min",
+  "frequency_mapping": {
+    "10min": 4,
+    "15min": 5,
+    "2min": 2,
+    "30min": 6,
+    "5min": 3,
+    "D": 8,
+    "H": 7,
+    "W": 9,
+    "d": 8,
+    "h": 7,
+    "min": 1,
+    "oov": 0
+  },
+  "id_columns": [
+    "series_id"
+  ],
+  "observable_columns": [
+    "Outdoor Air Temperature (C)",
+    "Outdoor Humidity (%)",
+    "Wind Speed (m/s)",
+    "Direct Solar Radiation (W/m^2)"
+  ],
+  "prediction_length": 96,
+  "processor_class": "TimeSeriesPreprocessor",
+  "scale_categorical_columns": true,
+  "scaler_dict": {
+    "1": {
+      "copy": true,
+      "feature_names_in_": [
+        "Outdoor Air Temperature (C)",
+        "Outdoor Humidity (%)",
+        "Wind Speed (m/s)",
+        "Direct Solar Radiation (W/m^2)",
+        "Heating Setpoint (C)",
+        "Cooling Setpoint (C)"
+      ],
+      "mean_": [
+        9.899049045988258,
+        79.6014656718852,
+        2.300154924983693,
+        152.408471950424,
+        16.11654843444227,
+        32.55925880626222
+      ],
+      "n_features_in_": 6,
+      "n_samples_seen_": 24528,
+      "scale_": [
+        5.539926320155003,
+        14.596657490367715,
+        1.7304966414623304,
+        247.16492137804354,
+        4.06544689891153,
+        7.487962446052262
+      ],
+      "var_": [
+        30.690783632746154,
+        213.06240989110793,
+        2.994618626112405,
+        61090.49835981445,
+        16.527858487869374,
+        56.069581593488984
+      ],
+      "with_mean": true,
+      "with_std": true
+    },
+    "3": {
+      "copy": true,
+      "feature_names_in_": [
+        "Outdoor Air Temperature (C)",
+        "Outdoor Humidity (%)",
+        "Wind Speed (m/s)",
+        "Direct Solar Radiation (W/m^2)",
+        "Heating Setpoint (C)",
+        "Cooling Setpoint (C)"
+      ],
+      "mean_": [
+        23.349742131441616,
+        34.57114318330072,
+        3.394494047619048,
+        289.58612606001304,
+        16.11654843444227,
+        32.55925880626222
+      ],
+      "n_features_in_": 6,
+      "n_samples_seen_": 24528,
+      "scale_": [
+        8.857503135216001,
+        24.696663060956762,
+        1.75377330799863,
+        356.39590417430253,
+        4.06544689891153,
+        7.487962446052262
+      ],
+      "var_": [
+        78.45536179036128,
+        609.9251663464262,
+        3.0757208158484572,
+        127018.04051221863,
+        16.527858487869374,
+        56.069581593488984
+      ],
+      "with_mean": true,
+      "with_std": true
+    },
+    "5": {
+      "copy": true,
+      "feature_names_in_": [
+        "Outdoor Air Temperature (C)",
+        "Outdoor Humidity (%)",
+        "Wind Speed (m/s)",
+        "Direct Solar Radiation (W/m^2)",
+        "Heating Setpoint (C)",
+        "Cooling Setpoint (C)"
+      ],
+      "mean_": [
+        13.713785265818656,
+        68.51561480756686,
+        4.809753139269406,
+        165.28009825505544,
+        16.11654843444227,
+        32.55925880626222
+      ],
+      "n_features_in_": 6,
+      "n_samples_seen_": 24528,
+      "scale_": [
+        10.437919454957948,
+        21.291470455189103,
+        2.2459481771172385,
+        258.3580879438849,
+        4.06544689891153,
+        7.487962446052262
+      ],
+      "var_": [
+        108.95016254818962,
+        453.3267141441904,
+        5.044283214296246,
+        66748.90160602018,
+        16.527858487869374,
+        56.069581593488984
+      ],
+      "with_mean": true,
+      "with_std": true
+    },
+    "7": {
+      "copy": true,
+      "feature_names_in_": [
+        "Outdoor Air Temperature (C)",
+        "Outdoor Humidity (%)",
+        "Wind Speed (m/s)",
+        "Direct Solar Radiation (W/m^2)",
+        "Heating Setpoint (C)",
+        "Cooling Setpoint (C)"
+      ],
+      "mean_": [
+        9.899049045988258,
+        79.6014656718852,
+        2.300154924983693,
+        152.408471950424,
+        18.388853555120676,
+        25.319198467058055
+      ],
+      "n_features_in_": 6,
+      "n_samples_seen_": 24528,
+      "scale_": [
+        5.539926320155003,
+        14.596657490367715,
+        1.7304966414623304,
+        247.16492137804354,
+        2.671049525485253,
+        1.3298079429420644
+      ],
+      "var_": [
+        30.690783632746154,
+        213.06240989110793,
+        2.994618626112405,
+        61090.49835981445,
+        7.134505567594995,
+        1.7683891651118047
+      ],
+      "with_mean": true,
+      "with_std": true
+    },
+    "9": {
+      "copy": true,
+      "feature_names_in_": [
+        "Outdoor Air Temperature (C)",
+        "Outdoor Humidity (%)",
+        "Wind Speed (m/s)",
+        "Direct Solar Radiation (W/m^2)",
+        "Heating Setpoint (C)",
+        "Cooling Setpoint (C)"
+      ],
+      "mean_": [
+        23.349742131441616,
+        34.57114318330072,
+        3.394494047619048,
+        289.58612606001304,
+        18.398002283105022,
+        25.315035877364643
+      ],
+      "n_features_in_": 6,
+      "n_samples_seen_": 24528,
+      "scale_": [
+        8.857503135216001,
+        24.696663060956762,
+        1.75377330799863,
+        356.39590417430253,
+        2.6665013054557836,
+        1.3274400106040969
+      ],
+      "var_": [
+        78.45536179036128,
+        609.9251663464262,
+        3.0757208158484572,
+        127018.04051221863,
+        7.110229211997397,
+        1.7620969817526049
+      ],
+      "with_mean": true,
+      "with_std": true
+    },
+    "11": {
+      "copy": true,
+      "feature_names_in_": [
+        "Outdoor Air Temperature (C)",
+        "Outdoor Humidity (%)",
+        "Wind Speed (m/s)",
+        "Direct Solar Radiation (W/m^2)",
+        "Heating Setpoint (C)",
+        "Cooling Setpoint (C)"
+      ],
+      "mean_": [
+        13.713785265818656,
+        68.51561480756686,
+        4.809753139269406,
+        165.28009825505544,
+        18.404998369210695,
+        25.311900684931498
+      ],
+      "n_features_in_": 6,
+      "n_samples_seen_": 24528,
+      "scale_": [
+        10.437919454957948,
+        21.291470455189103,
+        2.2459481771172385,
+        258.3580879438849,
+        2.663293185814256,
+        1.3257232913364547
+      ],
+      "var_": [
+        108.95016254818962,
+        453.3267141441904,
+        5.044283214296246,
+        66748.90160602018,
+        7.093130593604648,
+        1.7575422451919624
+      ],
+      "with_mean": true,
+      "with_std": true
+    },
+    "13": {
+      "copy": true,
+      "feature_names_in_": [
+        "Outdoor Air Temperature (C)",
+        "Outdoor Humidity (%)",
+        "Wind Speed (m/s)",
+        "Direct Solar Radiation (W/m^2)",
+        "Heating Setpoint (C)",
+        "Cooling Setpoint (C)"
+      ],
+      "mean_": [
+        9.899049045988258,
+        79.6014656718852,
+        2.300154924983693,
+        152.408471950424,
+        18.480748532289628,
+        25.259625733855184
+      ],
+      "n_features_in_": 6,
+      "n_samples_seen_": 24528,
+      "scale_": [
+        5.539926320155003,
+        14.596657490367715,
+        1.7304966414623304,
+        247.16492137804354,
+        2.6939432006030017,
+        1.3469716003015006
+      ],
+      "var_": [
+        30.690783632746154,
+        213.06240989110793,
+        2.994618626112405,
+        61090.49835981445,
+        7.257329968075146,
+        1.8143324920187853
+      ],
+      "with_mean": true,
+      "with_std": true
+    },
+    "15": {
+      "copy": true,
+      "feature_names_in_": [
+        "Outdoor Air Temperature (C)",
+        "Outdoor Humidity (%)",
+        "Wind Speed (m/s)",
+        "Direct Solar Radiation (W/m^2)",
+        "Heating Setpoint (C)",
+        "Cooling Setpoint (C)"
+      ],
+      "mean_": [
+        23.349742131441616,
+        34.57114318330072,
+        3.394494047619048,
+        289.58612606001304,
+        18.480748532289628,
+        25.259625733855184
+      ],
+      "n_features_in_": 6,
+      "n_samples_seen_": 24528,
+      "scale_": [
+        8.857503135216001,
+        24.696663060956762,
+        1.75377330799863,
+        356.39590417430253,
+        2.6939432006030017,
+        1.3469716003015006
+      ],
+      "var_": [
+        78.45536179036128,
+        609.9251663464262,
+        3.0757208158484572,
+        127018.04051221863,
+        7.257329968075146,
+        1.8143324920187853
+      ],
+      "with_mean": true,
+      "with_std": true
+    },
+    "17": {
+      "copy": true,
+      "feature_names_in_": [
+        "Outdoor Air Temperature (C)",
+        "Outdoor Humidity (%)",
+        "Wind Speed (m/s)",
+        "Direct Solar Radiation (W/m^2)",
+        "Heating Setpoint (C)",
+        "Cooling Setpoint (C)"
+      ],
+      "mean_": [
+        13.713785265818656,
+        68.51561480756686,
+        4.809753139269406,
+        165.28009825505544,
+        18.480748532289628,
+        25.259625733855184
+      ],
+      "n_features_in_": 6,
+      "n_samples_seen_": 24528,
+      "scale_": [
+        10.437919454957948,
+        21.291470455189103,
+        2.2459481771172385,
+        258.3580879438849,
+        2.6939432006030017,
+        1.3469716003015006
+      ],
+      "var_": [
+        108.95016254818962,
+        453.3267141441904,
+        5.044283214296246,
+        66748.90160602018,
+        7.257329968075146,
+        1.8143324920187853
+      ],
+      "with_mean": true,
+      "with_std": true
+    },
+    "19": {
+      "copy": true,
+      "feature_names_in_": [
+        "Outdoor Air Temperature (C)",
+        "Outdoor Humidity (%)",
+        "Wind Speed (m/s)",
+        "Direct Solar Radiation (W/m^2)",
+        "Heating Setpoint (C)",
+        "Cooling Setpoint (C)"
+      ],
+      "mean_": [
+        9.899049045988258,
+        79.6014656718852,
+        2.300154924983693,
+        152.408471950424,
+        15.082517938682322,
+        30.57791095890411
+      ],
+      "n_features_in_": 6,
+      "n_samples_seen_": 24528,
+      "scale_": [
+        5.539926320155003,
+        14.596657490367715,
+        1.7304966414623304,
+        247.16492137804354,
+        3.510450476010865,
+        3.991526781429157
+      ],
+      "var_": [
+        30.690783632746154,
+        213.06240989110793,
+        2.994618626112405,
+        61090.49835981445,
+        12.323262544524908,
+        15.932286046866205
+      ],
+      "with_mean": true,
+      "with_std": true
+    },
+    "21": {
+      "copy": true,
+      "feature_names_in_": [
+        "Outdoor Air Temperature (C)",
+        "Outdoor Humidity (%)",
+        "Wind Speed (m/s)",
+        "Direct Solar Radiation (W/m^2)",
+        "Heating Setpoint (C)",
+        "Cooling Setpoint (C)"
+      ],
+      "mean_": [
+        23.349742131441616,
+        34.57114318330072,
+        3.394494047619048,
+        289.58612606001304,
+        15.082517938682322,
+        30.57791095890411
+      ],
+      "n_features_in_": 6,
+      "n_samples_seen_": 24528,
+      "scale_": [
+        8.857503135216001,
+        24.696663060956762,
+        1.75377330799863,
+        356.39590417430253,
+        3.510450476010865,
+        3.991526781429157
+      ],
+      "var_": [
+        78.45536179036128,
+        609.9251663464262,
+        3.0757208158484572,
+        127018.04051221863,
+        12.323262544524908,
+        15.932286046866205
+      ],
+      "with_mean": true,
+      "with_std": true
+    },
+    "23": {
+      "copy": true,
+      "feature_names_in_": [
+        "Outdoor Air Temperature (C)",
+        "Outdoor Humidity (%)",
+        "Wind Speed (m/s)",
+        "Direct Solar Radiation (W/m^2)",
+        "Heating Setpoint (C)",
+        "Cooling Setpoint (C)"
+      ],
+      "mean_": [
+        13.713785265818656,
+        68.51561480756686,
+        4.809753139269406,
+        165.28009825505544,
+        15.082517938682322,
+        30.57791095890411
+      ],
+      "n_features_in_": 6,
+      "n_samples_seen_": 24528,
+      "scale_": [
+        10.437919454957948,
+        21.291470455189103,
+        2.2459481771172385,
+        258.3580879438849,
+        3.510450476010865,
+        3.991526781429157
+      ],
+      "var_": [
+        108.95016254818962,
+        453.3267141441904,
+        5.044283214296246,
+        66748.90160602018,
+        12.323262544524908,
+        15.932286046866205
+      ],
+      "with_mean": true,
+      "with_std": true
+    },
+    "25": {
+      "copy": true,
+      "feature_names_in_": [
+        "Outdoor Air Temperature (C)",
+        "Outdoor Humidity (%)",
+        "Wind Speed (m/s)",
+        "Direct Solar Radiation (W/m^2)",
+        "Heating Setpoint (C)",
+        "Cooling Setpoint (C)"
+      ],
+      "mean_": [
+        9.899049045988258,
+        79.6014656718852,
+        2.300154924983693,
+        152.408471950424,
+        17.89906637312459,
+        27.100933626875406
+      ],
+      "n_features_in_": 6,
+      "n_samples_seen_": 24528,
+      "scale_": [
+        5.539926320155003,
+        14.596657490367715,
+        1.7304966414623304,
+        247.16492137804354,
+        2.7127769654273086,
+        2.7127769654273073
+      ],
+      "var_": [
+        30.690783632746154,
+        213.06240989110793,
+        2.994618626112405,
+        61090.49835981445,
+        7.359158864152996,
+        7.359158864152991
+      ],
+      "with_mean": true,
+      "with_std": true
+    },
+    "27": {
+      "copy": true,
+      "feature_names_in_": [
+        "Outdoor Air Temperature (C)",
+        "Outdoor Humidity (%)",
+        "Wind Speed (m/s)",
+        "Direct Solar Radiation (W/m^2)",
+        "Heating Setpoint (C)",
+        "Cooling Setpoint (C)"
+      ],
+      "mean_": [
+        23.349742131441616,
+        34.57114318330072,
+        3.394494047619048,
+        289.58612606001304,
+        17.89906637312459,
+        27.100933626875406
+      ],
+      "n_features_in_": 6,
+      "n_samples_seen_": 24528,
+      "scale_": [
+        8.857503135216001,
+        24.696663060956762,
+        1.75377330799863,
+        356.39590417430253,
+        2.7127769654273086,
+        2.7127769654273073
+      ],
+      "var_": [
+        78.45536179036128,
+        609.9251663464262,
+        3.0757208158484572,
+        127018.04051221863,
+        7.359158864152996,
+        7.359158864152991
+      ],
+      "with_mean": true,
+      "with_std": true
+    },
+    "29": {
+      "copy": true,
+      "feature_names_in_": [
+        "Outdoor Air Temperature (C)",
+        "Outdoor Humidity (%)",
+        "Wind Speed (m/s)",
+        "Direct Solar Radiation (W/m^2)",
+        "Heating Setpoint (C)",
+        "Cooling Setpoint (C)"
+      ],
+      "mean_": [
+        13.713785265818656,
+        68.51561480756686,
+        4.809753139269406,
+        165.28009825505544,
+        17.89906637312459,
+        27.100933626875406
+      ],
+      "n_features_in_": 6,
+      "n_samples_seen_": 24528,
+      "scale_": [
+        10.437919454957948,
+        21.291470455189103,
+        2.2459481771172385,
+        258.3580879438849,
+        2.7127769654273086,
+        2.7127769654273073
+      ],
+      "var_": [
+        108.95016254818962,
+        453.3267141441904,
+        5.044283214296246,
+        66748.90160602018,
+        7.359158864152996,
+        7.359158864152991
+      ],
+      "with_mean": true,
+      "with_std": true
+    }
+  },
+  "scaler_type": "standard",
+  "scaling": true,
+  "scaling_id_columns": [
+    "series_id"
+  ],
+  "scaling_id_columns_types": [
+    "int"
+  ],
+  "static_categorical_columns": [],
+  "target_columns": [
+    "Room Air Temperature (C)",
+    "HVAC Power Consumption (W)"
+  ],
+  "target_scaler_dict": {
+    "1": {
+      "copy": true,
+      "feature_names_in_": [
+        "Room Air Temperature (C)",
+        "HVAC Power Consumption (W)"
+      ],
+      "mean_": [
+        21.992089340468038,
+        918.1082559513617
+      ],
+      "n_features_in_": 2,
+      "n_samples_seen_": 24528,
+      "scale_": [
+        2.1024020703501063,
+        1862.1465276273634
+      ],
+      "var_": [
+        4.420094465412412,
+        3467589.6903546466
+      ],
+      "with_mean": true,
+      "with_std": true
+    },
+    "3": {
+      "copy": true,
+      "feature_names_in_": [
+        "Room Air Temperature (C)",
+        "HVAC Power Consumption (W)"
+      ],
+      "mean_": [
+        22.852373931017613,
+        1980.6932995870432
+      ],
+      "n_features_in_": 2,
+      "n_samples_seen_": 24528,
+      "scale_": [
+        1.684505861063118,
+        2357.14879215336
+      ],
+      "var_": [
+        2.837559995955997,
+        5556150.428350043
+      ],
+      "with_mean": true,
+      "with_std": true
+    },
+    "5": {
+      "copy": true,
+      "feature_names_in_": [
+        "Room Air Temperature (C)",
+        "HVAC Power Consumption (W)"
+      ],
+      "mean_": [
+        22.038652362871005,
+        1676.6363723235079
+      ],
+      "n_features_in_": 2,
+      "n_samples_seen_": 24528,
+      "scale_": [
+        2.198529717842973,
+        2668.660689974361
+      ],
+      "var_": [
+        4.833532920238702,
+        7121749.878214432
+      ],
+      "with_mean": true,
+      "with_std": true
+    },
+    "7": {
+      "copy": true,
+      "feature_names_in_": [
+        "Room Air Temperature (C)",
+        "HVAC Power Consumption (W)"
+      ],
+      "mean_": [
+        23.53078023931833,
+        5538.84751181303
+      ],
+      "n_features_in_": 2,
+      "n_samples_seen_": 24528,
+      "scale_": [
+        1.4424966331109148,
+        8652.846366184482
+      ],
+      "var_": [
+        2.0807965365363255,
+        74871750.236792
+      ],
+      "with_mean": true,
+      "with_std": true
+    },
+    "9": {
+      "copy": true,
+      "feature_names_in_": [
+        "Room Air Temperature (C)",
+        "HVAC Power Consumption (W)"
+      ],
+      "mean_": [
+        24.98789960693901,
+        22138.74947821306
+      ],
+      "n_features_in_": 2,
+      "n_samples_seen_": 24528,
+      "scale_": [
+        0.9652481890393522,
+        25590.101341657213
+      ],
+      "var_": [
+        0.931704066443749,
+        654853286.6762862
+      ],
+      "with_mean": true,
+      "with_std": true
+    },
+    "11": {
+      "copy": true,
+      "feature_names_in_": [
+        "Room Air Temperature (C)",
+        "HVAC Power Consumption (W)"
+      ],
+      "mean_": [
+        23.39972233582029,
+        14713.641747036856
+      ],
+      "n_features_in_": 2,
+      "n_samples_seen_": 24528,
+      "scale_": [
+        2.3116157691765182,
+        21199.762707174345
+      ],
+      "var_": [
+        5.343567464305546,
+        449429938.8405001
+      ],
+      "with_mean": true,
+      "with_std": true
+    },
+    "13": {
+      "copy": true,
+      "feature_names_in_": [
+        "Room Air Temperature (C)",
+        "HVAC Power Consumption (W)"
+      ],
+      "mean_": [
+        22.504122735567513,
+        44948.26293338022
+      ],
+      "n_features_in_": 2,
+      "n_samples_seen_": 24528,
+      "scale_": [
+        1.790681467728075,
+        68627.31038828204
+      ],
+      "var_": [
+        3.2065401188647726,
+        4709707731.129605
+      ],
+      "with_mean": true,
+      "with_std": true
+    },
+    "15": {
+      "copy": true,
+      "feature_names_in_": [
+        "Room Air Temperature (C)",
+        "HVAC Power Consumption (W)"
+      ],
+      "mean_": [
+        24.188714513494777,
+        170250.47960652888
+      ],
+      "n_features_in_": 2,
+      "n_samples_seen_": 24528,
+      "scale_": [
+        1.2818231050562745,
+        147568.73399617407
+      ],
+      "var_": [
+        1.643070472656109,
+        21776531253.23358
+      ],
+      "with_mean": true,
+      "with_std": true
+    },
+    "17": {
+      "copy": true,
+      "feature_names_in_": [
+        "Room Air Temperature (C)",
+        "HVAC Power Consumption (W)"
+      ],
+      "mean_": [
+        22.737238775827628,
+        130510.17776487482
+      ],
+      "n_features_in_": 2,
+      "n_samples_seen_": 24528,
+      "scale_": [
+        2.3899777806352724,
+        180040.7142912581
+      ],
+      "var_": [
+        5.711993791930303,
+        32414658802.50643
+      ],
+      "with_mean": true,
+      "with_std": true
+    },
+    "19": {
+      "copy": true,
+      "feature_names_in_": [
+        "Room Air Temperature (C)",
+        "HVAC Power Consumption (W)"
+      ],
+      "mean_": [
+        18.603085835636826,
+        2258.702275517776
+      ],
+      "n_features_in_": 2,
+      "n_samples_seen_": 24528,
+      "scale_": [
+        3.2269556664033323,
+        4000.241837288314
+      ],
+      "var_": [
+        10.413242872932575,
+        16001934.756791785
+      ],
+      "with_mean": true,
+      "with_std": true
+    },
+    "21": {
+      "copy": true,
+      "feature_names_in_": [
+        "Room Air Temperature (C)",
+        "HVAC Power Consumption (W)"
+      ],
+      "mean_": [
+        23.55816087624348,
+        2461.154675919235
+      ],
+      "n_features_in_": 2,
+      "n_samples_seen_": 24528,
+      "scale_": [
+        3.3190278130819695,
+        4205.246716067796
+      ],
+      "var_": [
+        11.01594562401168,
+        17684099.942998983
+      ],
+      "with_mean": true,
+      "with_std": true
+    },
+    "23": {
+      "copy": true,
+      "feature_names_in_": [
+        "Room Air Temperature (C)",
+        "HVAC Power Consumption (W)"
+      ],
+      "mean_": [
+        20.115908211941456,
+        3492.951481402886
+      ],
+      "n_features_in_": 2,
+      "n_samples_seen_": 24528,
+      "scale_": [
+        4.382141740883299,
+        5379.972309018797
+      ],
+      "var_": [
+        19.203166237191713,
+        28944102.045809053
+      ],
+      "with_mean": true,
+      "with_std": true
+    },
+    "25": {
+      "copy": true,
+      "feature_names_in_": [
+        "Room Air Temperature (C)",
+        "HVAC Power Consumption (W)"
+      ],
+      "mean_": [
+        20.810796266124427,
+        1365.2433500770549
+      ],
+      "n_features_in_": 2,
+      "n_samples_seen_": 24528,
+      "scale_": [
+        2.8933901536041953,
+        1033.79979942312
+      ],
+      "var_": [
+        8.37170658097371,
+        1068742.0252872831
+      ],
+      "with_mean": true,
+      "with_std": true
+    },
+    "27": {
+      "copy": true,
+      "feature_names_in_": [
+        "Room Air Temperature (C)",
+        "HVAC Power Consumption (W)"
+      ],
+      "mean_": [
+        24.583032038975862,
+        4927.398483700261
+      ],
+      "n_features_in_": 2,
+      "n_samples_seen_": 24528,
+      "scale_": [
+        2.8351119908575426,
+        5258.924678145193
+      ],
+      "var_": [
+        8.03786000070422,
+        27656288.770404525
+      ],
+      "with_mean": true,
+      "with_std": true
+    },
+    "29": {
+      "copy": true,
+      "feature_names_in_": [
+        "Room Air Temperature (C)",
+        "HVAC Power Consumption (W)"
+      ],
+      "mean_": [
+        21.930767909042725,
+        2738.977280887149
+      ],
+      "n_features_in_": 2,
+      "n_samples_seen_": 24528,
+      "scale_": [
+        3.9745072652648448,
+        3163.516022718193
+      ],
+      "var_": [
+        15.796708001643035,
+        10007833.625994734
+      ],
+      "with_mean": true,
+      "with_std": true
+    }
+  },
+  "time_series_task": "forecasting",
+  "timestamp_column": "time"
+}