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Torch Spatiotemporal
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Usage

  • Quickstart
  • Data Structures
  • Spatiotemporal Dataset
  • Notebooks
    • A Gentle Introduction to tsl

Package API

  • Data structures
    • Data objects
    • PyTorch Datasets
    • Organizing data
    • Preprocessing
  • Datasets
    • Prototypes
    • Datasets in tsl
  • NN
    • Layers
    • Blocks
    • Models
    • Functional
  • Inference engines
  • Metrics
    • Numpy metrics
    • PyTorch metrics
  • Experiment
  • Transforms
  • Operations

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  • Index
  • Module Index
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Datasets#

The module tsl.datasets contains all the publicly available spatiotemporal datasets provided by the library, as well as prototypes classes for creating new ones.

Datasets

  • Prototypes
    • Dataset
    • TabularDataset
    • DatetimeDataset
  • Datasets in tsl
    • AirQuality
    • Elergone
    • MetrLA
    • PemsBay
    • PeMS03
    • PeMS04
    • PeMS07
    • PeMS08
    • ElectricityBenchmark
    • TrafficBenchmark
    • SolarBenchmark
    • ExchangeBenchmark
    • GaussianNoiseSyntheticDataset
    • GPVARDataset
    • GPVARDatasetAZ
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