楼主: Nicolle
400 4

prophet: Automatic Forecasting Procedure [分享]

版主

巨擘

0%

还不是VIP/贵宾

-

TA的文库  其他...

Python Programming

SAS Programming

Must-Read Books

威望
16
论坛币
12292562 个
通用积分
262.2687
学术水平
3071 点
热心指数
3066 点
信用等级
2862 点
经验
453050 点
帖子
21117
精华
92
在线时间
8068 小时
注册时间
2005-4-23
最后登录
2019-11-11

Nicolle 学生认证  发表于 2018-2-16 00:33:00 |显示全部楼层
prophet: Automatic Forecasting Procedure

Implements a procedure for forecasting time series data based on an additive model where non-linear trends are fit with yearly and weekly seasonality, plus holidays. It works best with daily periodicity data with at least one year of historical data. Prophet is robust to missing data, shifts in the trend, and large outliers.

Version:0.2.1
Depends:R (≥ 3.2.3), Rcpp (≥ 0.12.0)
Imports:dplyr (≥ 0.5.0), extraDistr, ggplot2, grid, rstan (≥ 2.14.0), scales, stats, tidyr (≥ 0.6.1)
Suggests:knitr, testthat, readr
Published:2017-11-08
Author:Sean Taylor [cre, aut], Ben Letham [aut]
Maintainer:Sean Taylor <sjt at fb.com>
License:BSD_3_clause + file LICENSE
NeedsCompilation:yes
SystemRequirements:C++11
In views:TimeSeries
CRAN checks:prophet results
Downloads:
Reference manual:prophet.pdf
Vignettes:Quick Start Guide to Using Prophet
Package source:prophet_0.2.1.tar.gz
Windows binaries:r-devel: prophet_0.2.1.zip, r-release: prophet_0.2.1.zip, r-oldrel: prophet_0.2.1.zip
OS X El Capitan binaries:r-release: prophet_0.1.1.tgz
OS X Mavericks binaries:r-oldrel: prophet_0.2.1.tgz
Old sources:prophet archive
Linking:

Please use the canonical form https://CRAN.R-project.org/package=prophet to link to this page.


关键词:Forecasting Automatic Procedure Forecast prophet

本帖被以下文库推荐

stata SPSS
军旗飞扬 发表于 2018-2-16 00:42:07 |显示全部楼层
谢谢分享
回复

使用道具 举报

啸傲江弧 发表于 2018-2-16 00:49:13 |显示全部楼层
回复

使用道具 举报

albertwishedu 发表于 2018-2-16 20:07:04 |显示全部楼层
回复

使用道具 举报

tsangwm 发表于 2018-2-17 22:33:09 |显示全部楼层
thank you
回复

使用道具 举报

您需要登录后才可以回帖 登录 | 我要注册

京ICP备16021002-2号 京B2-20170662号 京公网安备 11010802022788号 论坛法律顾问:王进律师 知识产权保护声明   免责及隐私声明

GMT+8, 2019-11-13 13:56