Time Series

For code libraries, blog posts, papers, and talks regarding Time Series data.

Papers and Books

• Forecasting: Principles and Practice (3rd ed)
• Rob J Hyndman and George Athanasopoulos
• Forecasting: theory and practice
• Review
• Practical Time Series Analysis
• Aileen Nielsen

Python Libraries

• Pandas timeseries functionality
• Darts
• sktime

Talks

• Aileen Nielsen Pydata
• Time Series Analysis with Python Intermediate (2016)
• Irregular Time Series (2016)
• Modern Time Series Analysis (2019)
  • notebooks
  • referenced background notebooks

Darts Specific

• quickstart
• github notebooks
• Unit8 Pydata Darts for Time Series Forecasting
• Unit8 Video Intro to Darts

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Last update: June 7, 2023
Created: June 7, 2023