electricity_load_diagrams

References:

• Code
• Huggingface

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:

• 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:

• 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"
    }
}