pytorch_timeseries

INSTALLATION

• installation

GET STARTED

• Quickstart

Concepts

• Experiments
• Results and Artifacts
• DataModules and Batches
• Architecture
• Leaderboard
• Changelog

PACKAGE REFERENCE

• torch_timeseries.dataset
  • torch_timeseries.dataset.Traffic
  • torch_timeseries.dataset.ExchangeRate
  • torch_timeseries.dataset.SolarEnergy
  • torch_timeseries.dataset.Electricity
  • torch_timeseries.dataset.ETTh1
  • torch_timeseries.dataset.ETTh2
  • torch_timeseries.dataset.ETTm1
  • torch_timeseries.dataset.ETTm2
  • torch_timeseries.dataset.Weather
  • torch_timeseries.dataset.ILI
  • torch_timeseries.dataset.M4
  • torch_timeseries.dataset.UEA
  • torch_timeseries.dataset.SWaT
  • torch_timeseries.dataset.SMD
  • torch_timeseries.dataset.SMAP
  • torch_timeseries.dataset.MSL
  • torch_timeseries.dataset.PSM
  • torch_timeseries.dataset.Dummy
  • torch_timeseries.dataset.DummyGraph
  • torch_timeseries.dataset.SimFreqCF
  • torch_timeseries.dataset.SimFreq
• torch_timeseries.dataloader
  • torch_timeseries.dataloader.SlidingWindowTS
  • torch_timeseries.dataloader.SlidingWindow
  • torch_timeseries.dataloader.NoneOverlapWindowTS
  • torch_timeseries.dataloader.MaskTS
  • torch_timeseries.dataloader.MaskTimeFeatureSet
  • torch_timeseries.dataloader.UEAClassification
  • torch_timeseries.dataloader.AnomalyLoader
• torch_timeseries.scaler
  • torch_timeseries.scaler.MaxAbsScaler
  • torch_timeseries.scaler.StandardScaler

CONTRIBUTE

• CONTRIBUTE