spacetimeformer
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Get Started

  • Installation
  • Basic API Usage
  • Input/Output Format

Notebook tutorials

  • Tutorial (TBA): Simple use

About

  • spacetimeformer Basic Functions
  • Welcome to the documentation for spacetimeformer!
    • What is spacetimeformer?
    • Where should I start?
    • Features
  • How to Cite spacetimeformer
    • Main Paper: spacetimeformer: arxiv
      • Our Presentation Summary on spacetimeformer
      • Our Github on spacetimeformer: https://github.com/QData/spacetimeformer
  • Frequently Asked Questions
    • Via python library call API
    • Via our papers: More details on results
    • Via readthedocs: More details on APIs

Developer Guide

  • Contributing
    • Ways to contribute
    • Submitting a new issue or feature request
      • Found a bug?
      • Do you want a new feature: a component, a recipe, or something else?
    • Start contributing! (Pull Requests)
      • Checklist
      • Tests
        • This guide was heavily inspired by the awesome transformers guide to contributing
  • spacetimeformer package
    • spacetimeformer.data package
      • spacetimeformer.data.metr_la package
      • spacetimeformer.data.pems_bay package
      • spacetimeformer.data.precip package
    • spacetimeformer.linear_model package
    • spacetimeformer.lr_scheduler package
    • spacetimeformer.lstm_model package
    • spacetimeformer.lstnet_model package
    • spacetimeformer.mtgnn_model package
    • spacetimeformer.spacetimeformer_model package
      • spacetimeformer.spacetimeformer_model.nn package
      • spacetimeformer.spacetimeformer_model.utils package
spacetimeformer
  • »
  • Overview: module code

All modules for which code is available

  • spacetimeformer.callbacks
  • spacetimeformer.data.csv_dataset
  • spacetimeformer.data.datamodule
  • spacetimeformer.data.metr_la.metr_la
  • spacetimeformer.data.precip.geo_data
  • spacetimeformer.data.timefeatures
  • spacetimeformer.eval_stats
  • spacetimeformer.forecaster
  • spacetimeformer.linear_model.linear_ar
  • spacetimeformer.linear_model.linear_model
  • spacetimeformer.lr_scheduler.lr_scheduler
  • spacetimeformer.lr_scheduler.reduce_lr_on_plateau_lr_scheduler
  • spacetimeformer.lr_scheduler.transformer_lr_scheduler
  • spacetimeformer.lr_scheduler.warmup_lr_scheduler
  • spacetimeformer.lr_scheduler.warmup_reduce_lr_on_plateau_scheduler
  • spacetimeformer.lstm_model.lstm_model
  • spacetimeformer.lstnet_model.LSTNet
  • spacetimeformer.lstnet_model.lstnet_model
  • spacetimeformer.mtgnn_model.mtgnn_model
  • spacetimeformer.plot
  • spacetimeformer.spacetimeformer_model.nn.attn
  • spacetimeformer.spacetimeformer_model.nn.data_dropout
  • spacetimeformer.spacetimeformer_model.nn.decoder
  • spacetimeformer.spacetimeformer_model.nn.embed
  • spacetimeformer.spacetimeformer_model.nn.encoder
  • spacetimeformer.spacetimeformer_model.nn.model
  • spacetimeformer.spacetimeformer_model.nn.powernorm
  • spacetimeformer.spacetimeformer_model.nn.scalenorm
  • spacetimeformer.spacetimeformer_model.spacetimeformer_model
  • spacetimeformer.spacetimeformer_model.utils.masking
  • spacetimeformer.time2vec
  • spacetimeformer.train

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