config.json

{
    "alphabet": {
        "en": {
            "lower": {
                "alphabet": "abcdefghijklmnopqrstuvwxyz0123456789-,;.!?:'\"/\\|_@#$%^&*~`+-=<>()[]{}",
                "number_of_characters": 69
            },
            "both": {
                "alphabet": "ABCDEFGHIJKLMNOPQRSTUVWXYZabcdefghijklmnopqrstuvwxyz0123456789-,;.!?:'\"/\\|_@#$%^&*~`+-=<>()[]{}",
                "number_of_characters": 95
            }
        }
    },

    "model_parameters": {
        "small": {
            "conv": [
                [
                    256,
                    7,
                    3
                ],
                [
                    256,
                    7,
                    3
                ],
                [
                    256,
                    3,
                    -1
                ],
                [
                    256,
                    3,
                    -1
                ],
                [
                    256,
                    3,
                    -1
                ],
                [
                    256,
                    3,
                    3
                ]
            ],
            "fc": [
                1024,
                1024
            ]
        }
    },
    "data": {
        "text_column": "SentimentText",
        "label_column": "Sentiment",
        "max_length": 150,
        "num_of_classes": 2,
        "encoding": null,
        "chunksize": 50000,
        "max_rows": 100000,
        "preprocessing_steps": ["lower", "remove_hashtags", "remove_urls", "remove_user_mentions"]
    },
    "training": {
        "batch_size": 128,
        "learning_rate": 0.01,
        "epochs": 10,
        "optimizer": "sgd"
    }
}