Coder Social home page Coder Social logo

moyuweiqing / a-stock-prediction-algorithm-based-on-machine-learning Goto Github PK

View Code? Open in Web Editor NEW
246.0 9.0 49.0 4.01 MB

(陆续更新)重新整理过的基于机器学习的股票价格预测算法,里面包含了基本的回测系统以及各种不同的机器学习算法的股票价格预测,包含:LSTM算法、Prophet算法、AutoARIMA、朴素贝叶斯、SVM、随机森林等

Python 26.13% HTML 73.87%
tushare svm sklearn prophet gaussiannb python

a-stock-prediction-algorithm-based-on-machine-learning's People

Contributors

moyuweiqing avatar

Stargazers

 avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar

Watchers

 avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar

a-stock-prediction-algorithm-based-on-machine-learning's Issues

要如何实现未来几天的预测?

mlpredict_line.py(使用ARIMA?)和几个机器学习的输出,预测时间无法大于最近一次收盘日期。我希望能够推测未来几天的数据,但是一直没有进展。还希望有人提点。

Decision Tree和Random Forest感觉有问题

小白提问。
代码是根据当天的开盘、收盘、最高价来预测当天的涨跌,这不能其预测第二天涨跌的效果,所以加入当天的p_change, price_change后train datatset和test dataset预测准确性变成了1。
应当把 self.tsData["(t+1)-(t)"] = self.tsData['close'] - self.tsData['close'].shift(-1) 改为
self.tsData["(t+1)-(t)"] = self.tsData['close'].shift(1) - self.tsData['close']

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.