weather-scenario-diffusion-1d / preprocess_config.json
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{
"source_dataset": "Duyu/Time-Series-Forecasting-Benchmark-Datasets",
"source_file": "Weather.csv",
"window_length": 256,
"stride": 4,
"num_channels": 21,
"channel_names": [
"feature_00",
"feature_01",
"feature_02",
"feature_03",
"feature_04",
"feature_05",
"feature_06",
"feature_07",
"feature_08",
"feature_09",
"feature_10",
"feature_11",
"feature_12",
"feature_13",
"feature_14",
"feature_15",
"feature_16",
"feature_17",
"feature_18",
"feature_19",
"feature_20"
],
"split": "time_ordered_80_10_10",
"normalization": "zscore_fit_on_train_split",
"model_input": "concat(noisy_x, observed_x, observed_mask)",
"model_output": "predicted_noise"
}