Code Monkey home page Code Monkey logo

time-series-learning's Introduction

Time Series Learning

Recording the Time Series Learning and Welcome to Pull Your Idea.

Chapter One 👉 ARIMA Model Learning

  1.1 The Classic Example of Using ARIMA Model to Analyze Time Series

  1.2 Summary All Problems Solutions of "The Classic Example of Using ARIMA Model to Analyze Time Series"

  1.3 How to Determine p, d, q Values through ACF and PACF Plot

  1.4 The Reason for Get A Straight Line of Using ARIMA Model Prediction

Chapter Two 👉 SARIMA Model Learning

  2.1 The Classic Case of Using SARIMA Model to Analyze Seasonal Time Series (Frist)

------------------The Following is the Chinese Version of the Above (以下是上面👆的中文版)---------------------------

时间序列的学习

记录时间序列的整个学习过程,欢迎大家提意见。

第一章 👉 ARIMA 模型的学习

  1.1 利用ARIMA模型对时间序列进行分析的经典案例(详细代码)

  1.2 “利用ARIMA模型对时间序列进行分析的经典案例(详细代码)”一文中会遇到的问题总结

  1.3 如何根据自相关(ACF)图和偏自相关(PACF)图选择ARIMA模型的p、q值

  1.4 ARIMA模型预测后出现一条直线的原因

第二章 👉 SARIMA 模型的学习

  2.1 利用SARIMA模型对季节周期性的时序案例进行分析(一)

time-series-learning's People

Contributors

amberjay18 avatar

Stargazers

 avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar

Watchers

 avatar  avatar

Recommend Projects

  • React photo React

    A declarative, efficient, and flexible JavaScript library for building user interfaces.

  • Vue.js photo Vue.js

    🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.

  • Typescript photo Typescript

    TypeScript is a superset of JavaScript that compiles to clean JavaScript output.

  • TensorFlow photo TensorFlow

    An Open Source Machine Learning Framework for Everyone

  • Django photo Django

    The Web framework for perfectionists with deadlines.

  • D3 photo D3

    Bring data to life with SVG, Canvas and HTML. 📊📈🎉

Recommend Topics

  • javascript

    JavaScript (JS) is a lightweight interpreted programming language with first-class functions.

  • web

    Some thing interesting about web. New door for the world.

  • server

    A server is a program made to process requests and deliver data to clients.

  • Machine learning

    Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.

  • Game

    Some thing interesting about game, make everyone happy.

Recommend Org

  • Facebook photo Facebook

    We are working to build community through open source technology. NB: members must have two-factor auth.

  • Microsoft photo Microsoft

    Open source projects and samples from Microsoft.

  • Google photo Google

    Google ❤️ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.