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electricity_load_diagrams

参考:

uci

使用以下命令在 TFDS 中加载此数据集:

ds = tfds.load('huggingface:electricity_load_diagrams/uci')
  • 说明
This new dataset contains hourly kW electricity consumption time series of 370 Portuguese clients from 2011 to 2014.
  • 许可:无已知许可
  • 版本:1.0.0
  • 拆分
拆分 样本
'test' 2590
'train' 370
'validation' 370
  • 特征
{
    "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

使用以下命令在 TFDS 中加载此数据集:

ds = tfds.load('huggingface:electricity_load_diagrams/lstnet')
  • 说明
This new dataset contains hourly kW electricity consumption time series of 370 Portuguese clients from 2011 to 2014.
  • 许可:无已知许可
  • 版本:1.0.0
  • 拆分
拆分 样本
'test' 2240
'train' 320
'validation' 320
  • 特征
{
    "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"
    }
}