electric_load_diagrams

Les références:

• Code
• Visage câlin

uci

Utilisez la commande suivante pour charger cet ensemble de données dans 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.

• Licence : Aucune licence connue
• Version : 1.0.0
• Divisions :

• Caractéristiques :

{
    "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

Utilisez la commande suivante pour charger cet ensemble de données dans 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.

• Licence : Aucune licence connue
• Version : 1.0.0
• Divisions :

• Caractéristiques :

{
    "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"
    }
}