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- 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 - Wikipedia
In religion, a prophet or prophetess is an individual who is regarded as being in contact with a divine being and is said to speak on behalf of that being, serving as an intermediary with humanity by delivering messages or teachings from the supernatural source to other people [1][2] The message that the prophet conveys is called a prophecy
- Facebook 时间序列预测算法 Prophet 的研究 - 知乎
Prophet 的算法实现 在时间序列分析领域,有一种常见的分析方法叫做时间序列的分解(Decomposition of Time Series),它把时间序列 y_ {t} 分成几个部分,分别是季节项 S_ {t} ,趋势项 T_ {t} ,剩余项 R_ {t} 。
- Forecasting at scale. - 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(英语单词)_百度百科
该词核心含义指宗教语境下的“先知”,特指伊斯兰教创始人穆罕默德(the Prophet),亦用于基督教、犹太教中传达神启的预言者。 其引申义涵盖社会领域的倡导者或新思想拥护者,如革命社会主义先驱威廉·莫里斯等。
- 干货!时间序列预测神器-Prophet『实现篇』 - 知乎
Prophet参数及默认值介绍,内容理论可参考 「原理篇」: • growth:趋势函数设置,默认线性“linear”,可选非线性“logistic”。 • changepoints:选择突变点,默认自动选择“None”。 例如:双十一订单突增,指定突变点。 • n_changepoints:突变点个数,默认“25个”。
- 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
- 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
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