DSIPTS

User Guide

  • Installation
  • Basic Usage
  • Advanced Features

API Documentation

  • dsipts.data_management package
  • dsipts.data_structure package
  • dsipts.models package
    • Subpackages
      • dsipts.models.autoformer package
      • dsipts.models.crossformer package
      • dsipts.models.d3vae package
      • dsipts.models.informer package
      • dsipts.models.itransformer package
      • dsipts.models.patchtst package
        • Submodules
      • dsipts.models.samformer package
      • dsipts.models.tft package
      • dsipts.models.vva package
      • dsipts.models.xlstm package
    • Submodules

Examples & Tutorials

  • README BASH EXAMPLES
  • README DSIPTS

Development

  • Contributing
  • Changelog
DSIPTS
  • dsipts.models package
  • dsipts.models.patchtst package
  • View page source

dsipts.models.patchtst package¶

Submodules¶

  • dsipts.models.patchtst.layers module
    • Transpose
      • Transpose.__init__()
      • Transpose.forward()
    • moving_avg
      • moving_avg.__init__()
      • moving_avg.forward()
    • series_decomp
      • series_decomp.__init__()
      • series_decomp.forward()
    • PositionalEncoding()
    • SinCosPosEncoding()
    • Coord2dPosEncoding()
    • Coord1dPosEncoding()
    • positional_encoding()
    • PatchTST_backbone
      • PatchTST_backbone.__init__()
      • PatchTST_backbone.forward()
      • PatchTST_backbone.create_pretrain_head()
    • Flatten_Head
      • Flatten_Head.__init__()
      • Flatten_Head.forward()
    • TSTiEncoder
      • TSTiEncoder.__init__()
      • TSTiEncoder.forward()
    • TSTEncoder
      • TSTEncoder.__init__()
      • TSTEncoder.forward()
    • TSTEncoderLayer
      • TSTEncoderLayer.__init__()
      • TSTEncoderLayer.forward()
    • RevIN
      • RevIN.__init__()
      • RevIN.forward()
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