Moirai: A Time Series Foundation Model for Universal Forecasting

• uni2ts

  2 427 7.6 Jupyter Notebook

  Unified Training of Universal Time Series Forecasting Transformers

  

Code is available! https://github.com/SalesforceAIResearch/uni2ts

• Prophet

  222 17,806 6.2 Python

  Tool for producing high quality forecasts for time series data that has multiple seasonality with linear or non-linear growth.

  

https://facebook.github.io/prophet/

"Prophet is a procedure for forecasting time series data based on an additive model where non-linear trends are fit with yearly, weekly, and daily seasonality, plus holiday effects. It works best with time series that have strong seasonal effects and several seasons of historical data. Prophet is robust to missing data and shifts in the trend, and typically handles outliers well."

• InfluxDB

  www.influxdata.com featured

  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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