[P] It's settled: AutoArima is a lot(!) faster and more accurate than FB-Prophet. Now you can replace it with just two lines of code without making changes to your pipeline

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time-series Forecasting Deep Learning Statistics esrnn

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.
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  • neuralforecast

    Scalable and user friendly neural :brain: forecasting algorithms.

    • That's exactly right! Arima is not good at handling multiple seasonalities. To overcome that problem we also have a forecasting library based on Deep Learning, NeuralForecast: https://github.com/Nixtla/neuralforecast.

  • statsforecast

    Lightning ⚡️ fast forecasting with statistical and econometric models.

    • Check Nixtla's FB-Prophet adapter: https://github.com/Nixtla/statsforecast/tree/main/experiments/arima_prophet_adapter

  • 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.

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NOTE: The number of mentions on this list indicates mentions on common posts plus user suggested alternatives. Hence, a higher number means a more popular project.

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