AutoTS¶

autots is an automated time series forecasting package for Python.

Installation¶

pip install autots

Requirements: Python 3.9+, numpy, pandas, statsmodels, and scikit-learn.

Getting Started¶

  • Intro
  • AutoTS
    • Table of Contents
    • Installation
    • Basic Use
    • Tips for Speed and Large Data:
    • How to Contribute:
    • AutoTS Process
  • Tutorial
  • Extended Tutorial
    • Table of Contents
    • Deployment and Template Import/Export
    • Installation and Dependency Versioning
    • Caveats and Advice
    • Simulation Forecasting
    • Event Risk Forecasting and Anomaly Detection
    • Using the Transformers independently
    • Models

Modules API¶

  • autots
    • autots package

Indices and tables¶

  • Index

  • Module Index

  • Search Page

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Automated Forecasting

Navigation

  • Intro
  • AutoTS
  • Tutorial
  • Extended Tutorial
  • autots

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  • Documentation overview
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