.config.json

{
    "plugins": {
        "algorithms": {
            "LSTM": "examples/plugins/models/RNN/LSTM.py"
        },

        "datamanips": {
            "xgboost": "examples/plugins/manips/many_to_one_xgb.py",
            "randomforest": "examples/plugins/manips/many_to_one_randomforest.py",
            "pca": "examples/plugins/manips/many_to_one_pca.py",
            "candlestick": "examples/plugins/manips/many_to_one_candlestick.py",
            "vanilla": "examples/plugins/manips/many_to_one_vanilla.py"
        },

        "attacks":{
            "CW_L2": "examples/plugins/attacks/carlinil2.py",
            "CW_Linf": "examples/plugins/attacks/carlinilinf.py"
        }
    },

    "algorithms": {
        "LSTM": {
            "sequence_length": 12,
            "batch_size": 256,
            "epochs": 50,
            "validation_split": 0.1,
            "verbose": true,
            "learning_rate": 0.001
        }
    },

    "datamanips": {
        "xgboost": {
            "n_features": 11
        },

        "randomforest": {
            "placeholder": 1
        },

        "pca": {
            "n_features": 11
        },

        "candlestick": {
            "time_interval": 20
        },

        "vanilla": {
            "placeholder": 1
        }
    },

    "attacks": {
        "CW_L2": {
            "max_change": 0.2,
            "min_change": 0.05,
            "change_step": 0.025,
            "learning_rate": 0.001,
            "max_iter": 100,
            "binary_search_steps": 9,
            "batch_size": 20,
            "initial_const": 1,
            "sequence_length": 60,
            "verbose": true
        },

        "CW_Linf":{
            "max_change": 0.2,
            "min_change": 0.05,
            "change_step": 0.025,
            "learning_rate": 0.001,
            "max_iter": 300,
            "batch_size": 5,
            "initial_const": 0.1,
            "largest_const": 100,
            "sequence_length": 36,
            "decrease_factor": 0.9,
            "verbose": true
        }
    },
    
    "clean": {
        "clean_tmp": 1,
        "compress": {
            "format": "gzip",
            "name": "default",
            "path": "."
        }
    }
}