Python time-series-prediction

Open-source Python projects categorized as time-series-prediction
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Topics: Forecasting time-series time-series-forecasting Timeseries Pytorch
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Top 3 Python time-series-prediction Projects

  • gluonts

    Probabilistic time series modeling in Python

    • Project mention: Show HN: Auto Wiki v2 – Turn your codebase into a Wiki now with diagrams | news.ycombinator.com | 2024-04-23

    https://github.com/awslabs/gluonts is a great candidate for a sample wiki. It is an OSS lib, not great documentation, very hard to RTFM (unlike, say, sklearn which already has a great wiki), doubtful that awslabs would pay to produce.

  • LTSF-Linear

    [AAAI-23 Oral] Official implementation of the paper "Are Transformers Effective for Time Series Forecasting?"

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  • lag-llama

    Lag-Llama: Towards Foundation Models for Probabilistic Time Series Forecasting

    • Project mention: Lag-Llama: Towards Foundation Models for Probabilistic Time Series Forecasting | news.ycombinator.com | 2024-02-26
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 time-series-prediction projects in Python? This list will help you:

Project Stars
1 gluonts 4,297
2 LTSF-Linear 1,783
3 lag-llama 942

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