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- Forecasting at scale. - Prophet
Prophet is a forecasting procedure implemented in R and Python It is fast and provides completely automated forecasts that can be tuned by hand by data scientists and analysts
- facebook prophet: Tool for producing high quality forecasts for time . . .
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
- 时序预测工具库(Prophet)介绍+代码 - CSDN博客
Prophet是Facebook开源的时间序列预测算法,擅长处理节假日信息和周期性趋势。 适用于有明显季节性和趋势变化的历史数据,如商业行为数据。 算法包括增长趋势、季节性趋势和节假日影响三部分。 相比机器学习,Prophet无需特征工程,但可能无法利用额外信息。
- prophet · PyPI
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
- Prophet - Wikipedia
The English word prophet is the transliteration of a compound Greek word derived from pro (before toward) and phesein (to tell); thus, a προφήτης (prophḗtēs) is someone who conveys messages from the divine to humans, including occasionally foretelling future events
- 「经验」时间序列预测神器-Prophet『理论篇』-腾讯云开发者社区-腾讯云
本文介绍时间序列预测方法,重点讲解Facebook开源的Prophet模型,其精准度高、运行快、解释强,适用于含周期与跳变点的业务场景,助企业高效制定KPI。
- 时间序列预测之Prophet库 详细讲解与python实战 - 知乎
Prophet 是由 Facebook 开发的一个开源 时间序列预测 库,设计考虑了业务场景中的时间序列特点,如 季节性变化 、 假日效应 和 趋势变化。
- Quick Start - Prophet
Prophet is a forecasting procedure implemented in R and Python It is fast and provides completely automated forecasts that can be tuned by hand by data scientists and analysts
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