Python exponential-smoothing

Open-source Python projects categorized as exponential-smoothing
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Topics: time-series Machine Learning Forecasting Fbprophet Pytorch
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Top 4 Python exponential-smoothing Projects

  • statsforecast

    Lightning ⚡️ fast forecasting with statistical and econometric models.

    • Project mention: TimeGPT-1 | news.ycombinator.com | 2023-10-13

    I can't find the TimeGPT-1 model.

    LICENSE Apache-2

    https://github.com/Nixtla/statsforecast/blob/main/LICENSE

    Mentions ARIMA, ETS, CES, and Theta modeling

  • orbit

    A Python package for Bayesian forecasting with object-oriented design and probabilistic models under the hood. (by uber)

  • WorkOS

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  • ETSformer

    PyTorch code for ETSformer: Exponential Smoothing Transformers for Time-series Forecasting

  • scikit-hts

    Hierarchical Time Series Forecasting with a familiar API

NOTE: The open source projects on this list are ordered by number of github stars. The number of mentions indicates repo mentiontions in the last 12 Months or since we started tracking (Dec 2020).

Index

What are some of the best open-source exponential-smoothing projects in Python? This list will help you:

Project Stars
1 statsforecast 3,540
2 orbit 1,804
3 ETSformer 224
4 scikit-hts 219

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