Ferran Aran Domingo commited on
feat(tsp): add tsp checkpoint
Browse files- preprocessor_config.json +114 -0
preprocessor_config.json
ADDED
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{
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"categorical_columns": [],
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| 3 |
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"categorical_encoder": null,
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"conditional_columns": [],
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"context_length": 512,
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"control_columns": [
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"Heating Setpoint (C)",
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"Cooling Setpoint (C)"
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],
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"encode_categorical": false,
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"feature_extractor_type": "TimeSeriesPreprocessor",
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"freq": "15min",
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"frequency_mapping": {
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| 14 |
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"10min": 4,
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"15min": 5,
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"2min": 2,
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"30min": 6,
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| 18 |
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"5min": 3,
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| 19 |
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"D": 8,
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"H": 7,
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"W": 9,
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"d": 8,
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"h": 7,
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"min": 1,
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"oov": 0
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},
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"id_columns": [],
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"observable_columns": [
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"Outdoor Air Temperature (C)",
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"Outdoor Humidity (%)",
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"Wind Speed (m/s)",
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"Direct Solar Radiation (W/m^2)"
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],
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"prediction_length": 96,
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"processor_class": "TimeSeriesPreprocessor",
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"scale_categorical_columns": true,
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"scaler_dict": {
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"0": {
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"copy": true,
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"feature_names_in_": [
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"Outdoor Air Temperature (C)",
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| 42 |
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"Outdoor Humidity (%)",
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| 43 |
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"Wind Speed (m/s)",
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| 44 |
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"Direct Solar Radiation (W/m^2)",
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| 45 |
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"Heating Setpoint (C)",
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| 46 |
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"Cooling Setpoint (C)"
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| 47 |
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],
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| 48 |
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"mean_": [
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| 49 |
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11.390493131575868,
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| 50 |
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0.4956289851215924,
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| 51 |
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4.1970175874735585,
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| 52 |
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278.3432437873138,
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| 53 |
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17.499021526418787,
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| 54 |
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27.500978473581213
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| 55 |
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],
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| 56 |
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"n_features_in_": 6,
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| 57 |
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"n_samples_seen_": 24528,
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| 58 |
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"scale_": [
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| 59 |
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11.317891632086864,
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| 60 |
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0.22545425324222762,
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| 61 |
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1.9710404456834305,
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| 62 |
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363.18039056252474,
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| 63 |
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2.9578743328627466,
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| 64 |
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2.9578743328627466
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| 65 |
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],
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| 66 |
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"var_": [
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| 67 |
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128.09467099566186,
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| 68 |
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0.0508296203050105,
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| 69 |
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3.885000438519936,
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| 70 |
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131899.996089148,
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| 71 |
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8.749020569008238,
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| 72 |
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8.749020569008238
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| 73 |
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],
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| 74 |
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"with_mean": true,
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| 75 |
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"with_std": true
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| 76 |
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}
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},
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"scaler_type": "standard",
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| 79 |
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"scaling": true,
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| 80 |
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"scaling_id_columns": [],
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| 81 |
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"scaling_id_columns_types": [],
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| 82 |
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"static_categorical_columns": [],
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| 83 |
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"target_columns": [
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"Room Air Temperature (C)",
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| 85 |
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"HVAC Power Consumption (W)"
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],
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| 87 |
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"target_scaler_dict": {
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"0": {
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| 89 |
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"copy": true,
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| 90 |
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"feature_names_in_": [
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| 91 |
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"Room Air Temperature (C)",
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| 92 |
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"HVAC Power Consumption (W)"
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| 93 |
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],
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| 94 |
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"mean_": [
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| 95 |
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22.793821579667963,
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| 96 |
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297.210481104862
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| 97 |
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],
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| 98 |
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"n_features_in_": 2,
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| 99 |
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"n_samples_seen_": 24528,
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| 100 |
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"scale_": [
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| 101 |
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3.289274282514853,
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| 102 |
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519.4272208283594
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| 103 |
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],
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| 104 |
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"var_": [
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| 105 |
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10.819325305613603,
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| 106 |
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269804.6377374732
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| 107 |
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],
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| 108 |
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"with_mean": true,
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| 109 |
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"with_std": true
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| 110 |
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}
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| 111 |
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},
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"time_series_task": "forecasting",
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| 113 |
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"timestamp_column": "time"
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}
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