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uber/orbit

Uber's Bayesian time-series forecasting library with probabilistic programming support.

2.1k stars Python Domain AppsML Frameworks
orbit
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Orbit is a Python package for Bayesian forecasting built on object-oriented design. It provides probabilistic models for time-series forecasting including Damped Trend, Exponential Smoothing, and Logistic Regression variants. The library supports Bayesian inference via Pyro and PyStan backends, enabling uncertainty quantification in forecasts.

Frequently asked

What is uber/orbit?
Uber's Bayesian time-series forecasting library with probabilistic programming support.
Is orbit open source?
Yes — uber/orbit is an open-source project tracked on heatdrop.
What language is orbit written in?
uber/orbit is primarily written in Python.
How popular is orbit?
uber/orbit has 2.1k stars on GitHub.
Where can I find orbit?
uber/orbit is on GitHub at https://github.com/uber/orbit.

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