electricity_load_diagrams

References:

uci

Use the following command to load this dataset in TFDS:

ds = tfds.load('huggingface:electricity_load_diagrams/uci')
  • Description:
This new dataset contains hourly kW electricity consumption time series of 370 Portuguese clients from 2011 to 2014.
  • License: No known license
  • Version: 1.0.0
  • Splits:
Split Examples
'test' 2590
'train' 370
'validation' 370
  • Features:
{
    "start": {
        "dtype": "timestamp[s]",
        "id": null,
        "_type": "Value"
    },
    "target": {
        "feature": {
            "dtype": "float32",
            "id": null,
            "_type": "Value"
        },
        "length": -1,
        "id": null,
        "_type": "Sequence"
    },
    "feat_static_cat": {
        "feature": {
            "dtype": "uint64",
            "id": null,
            "_type": "Value"
        },
        "length": -1,
        "id": null,
        "_type": "Sequence"
    },
    "item_id": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    }
}

lstnet

Use the following command to load this dataset in TFDS:

ds = tfds.load('huggingface:electricity_load_diagrams/lstnet')
  • Description:
This new dataset contains hourly kW electricity consumption time series of 370 Portuguese clients from 2011 to 2014.
  • License: No known license
  • Version: 1.0.0
  • Splits:
Split Examples
'test' 2240
'train' 320
'validation' 320
  • Features:
{
    "start": {
        "dtype": "timestamp[s]",
        "id": null,
        "_type": "Value"
    },
    "target": {
        "feature": {
            "dtype": "float32",
            "id": null,
            "_type": "Value"
        },
        "length": -1,
        "id": null,
        "_type": "Sequence"
    },
    "feat_static_cat": {
        "feature": {
            "dtype": "uint64",
            "id": null,
            "_type": "Value"
        },
        "length": -1,
        "id": null,
        "_type": "Sequence"
    },
    "item_id": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    }
}