SETTINGS.json

{
        "path":{
        "root" : "/mnt/sda4/CODING/python/kaggle_data",
        "raw_data_path" : "/mnt/sda4/CODING/python/kaggle_data/raw_data",
        "processed_data_path" :"/mnt/sda4/CODING/python/kaggle_data/processed_data",
        "model_path" : "/mnt/sda4/CODING/python/kaggle_data/models"
    },


    "preprocessor":{
        "highcut" : 180,
        "lowcut" : 0.1,
        "nfreq_bands": 8,
        "win_length_sec": 30,
        "features": "meanlog_std",
        "stride_sec": 30
    },

    "validation":{
     "random_split": 1,
     "max_iter" : 150000,
     "valid_freq" : 10
    },

    "model":{
        "scale_time": 1,
        "use_test": 0,
        "overlap" : 10,
        "dropout_prob" : [0.3, 0.6],
        "training_batch_size" : 10,
        "activation" : ["relu", "relu", "tanh"],
        "weights_variance" : 0.01,
        "l2_reg" : 0.0001,
        "recept_width" : [1, 2],
        "pool_width" : [1, 1],
        "nkerns" : [16, 32, 512],
        "stride" : [1, 2],
        "global_pooling": 1
    }
}