Jupyter Notebook timegpt

Open-source Jupyter Notebook projects categorized as timegpt
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Topics: Deep Learning Machine Learning time-series Forecasting Gpt
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Jupyter Notebook timegpt Projects

  • nixtla

    Python SDK for TimeGPT, a foundational time series model

    • Project mention: Chronos: Learning the Language of Time Series | news.ycombinator.com | 2024-03-21

    I do not have a horse in the race, but it is interesting to see open source comparisons to traditional timeseries strategies: https://github.com/Nixtla/nixtla/tree/main/experiments/amazo...

    In general, the M-Competitions (https://forecasters.org/resources/time-series-data/), the olympics of timeseries forecasting, have proven frustrating for ML methods... linear models do shockingly well and the ML models that have won, generally seem to be variants of older tree-based methods (ie. LightGBM is a favorite).

    Will be interesting to see whether the Transformer architecture ends up making real progress here.

  • InfluxDB

    Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.

    InfluxDB logo
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

Project Stars
1 nixtla 1,429

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