Python has crazy forecasting libraries. Let me introduce you to...
Matt Dancho (Business Science)@mdancho84
17 views
Mar 03, 2025
~1 min read
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Python has crazy forecasting libraries.
Let me introduce you to Kats, by Meta (Facebook)
Let me introduce you to Kats, by Meta (Facebook)
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Kats is a toolkit to analyze time series data and a lightweight, easy-to-use, and generalizable framework to perform time series analysis. It covers:
- Forecasting
- Detection
- Feature Extraction
- Simulation
- Forecasting
- Detection
- Feature Extraction
- Simulation
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1. Forecasting
Kats integrates popular models like ARIMA, Prophet, Holt Winters, and VAR.
Kats also has functions for ensemble models and multivariate forecasts.
See example: github.com/facebookresear…
Kats integrates popular models like ARIMA, Prophet, Holt Winters, and VAR.
Kats also has functions for ensemble models and multivariate forecasts.
See example: github.com/facebookresear…
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2. Detection
Kats incorporates:
- Changepoint Detection
- Outlier (Anomaly) Detection
- Trend Detection
See example: github.com/facebookresear…
Kats incorporates:
- Changepoint Detection
- Outlier (Anomaly) Detection
- Trend Detection
See example: github.com/facebookresear…
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3. TSFeature Extraction
Kats enables users to extract meaningful information from time series that can be used for similarity and machine learning.
See example: github.com/facebookresear…
Kats enables users to extract meaningful information from time series that can be used for similarity and machine learning.
See example: github.com/facebookresear…
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Learn more here: facebookresearch.github.io/Kats
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