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"
  }
}