parameters.json

{
    "algorithm": [
        "TimeGAN"
    ],
    "_possible_algorithms": [
        "DBA",
        "AnomaliesInjection",
        "InfoGAN",
        "TimeGAN",
        "AR",
        "BasicGAN3072"
    ],
    "dataset": "datasets/Original_Data/BeetleFly_TEST.csv",
    "length": 0,
    "nb_series": 0,
    "nb_epochs": 200,
    "batch_size": 24,
    "Kalman_filter": 1,
    "Compute_metrics": 1,
    "Show_plot": 0,
    "_possible_datasets": [
        "datasets/Original_Data/BeetleFly_TEST.csv",
        "datasets/Original_Data/Coffee_TEST.csv",
        "datasets/Original_Data/Ham_TEST.csv",
        "datasets/Original_Data/Lighting7_TEST.csv",
        "datasets/Original_Data/Currency2.csv",
        "datasets/Original_Data/Alabama_weather_6k_8k.csv"
    ],
    "AR_lag_window": 100,
    "TimeGAN_seq_len": 24,
    "Kalman_remove_initial": 0,
    "AnomaliesInjection_nb_modifications": -1,
    "AnomaliesInjection_multiple_modification_per_ts": 1,
    "AnomaliesInjection_seed": 123456789,
    "AnomaliesInjection_max_nb_extreme": 5,
    "AnomaliesInjection_min_shift": 20,
    "AnomaliesInjection_max_shift": 80,
    "AnomaliesInjection_min_trend": 20,
    "AnomaliesInjection_max_trend": 80,
    "AnomaliesInjection_min_variance": 20,
    "AnomaliesInjection_max_variance": 80,
    "AnomaliesInjection_extreme_factor": 5,
    "AnomaliesInjection_shift_factor": 5,
    "AnomaliesInjection_trend_factor": 1,
    "AnomaliesInjection_variance_factor": 15,
    "AnomaliesInjection_probability_extreme": 0,
    "AnomaliesInjection_probability_shift": 0,
    "AnomaliesInjection_probability_trend": 0,
    "AnomaliesInjection_probability_variance": 0
}