catalog_def_01.json

{  
  "name":"scale",
  "label":"Scale",
  "description":"The implementation of the normalization of data with the scale function from IKATS",
  "family":"Preprocessing_TS__Transforming",
  "entry_point":"scale.scale::scale_ts_list",
  "inputs":[  
    {  
      "name":"ts_list",
      "label":"TS list",
      "description":"The list of TS to scale",
      "type":"ts_list"
    }
  ],
  "parameters":[  
    {  
      "name":"scaler",
      "description":"The scaler to use: Z-Norm: (X - mean)/std, MinMax Scaler: (X - X.min) / (X.max - X.min), MaxAbs Scaler: X / max( abs(X.max), abs(X.min) )",
      "type":"list",
      "label":"Scaler",
      "domain":"['Z-Norm', 'MinMax', 'MaxAbs']",
      "default":"Z-Norm"
    }
  ],
  "outputs":[  
    {  
      "name":"ts_list",
      "label":"TS list",
      "description":"The reference to the TS resulting from the scale operation. Note that dict result is filled only with the key 'tsuid': the 'funcId' is undefined in current version.",
      "type":"ts_list"
    }
  ]
}