Git Product home page Git Product logo

trendtradingstrategies's Introduction

TrendTradingStrategies

A module consisting of various methods used to predict stocks and corresponding statistical analyses thereof.

IndicatorsStrength.py: Consist only of the the adx indicator and the vortex indicator. This script would be used to implement a simple trading strategy: use the vortex indicator to evaluate whether the trend is bullish, then use the adx indicator to evaluate whether the trend is strong--buy for one day and sell the next on the basis of a risk criteria, given by the textfile 'SearchCriteria.txt'

perceptron.py: creates a set of neural networks trained on adx, vortex, price change, and volume for consecutive periods within a given date range and evaluates how accurately said network predicts price changes the day after each period from which the training data was extracted. Applied to the same set of stocks that IndicatorStrength.py is.

AnalysisResults.csv: contains the results of whichever analysis method is most-recently applied (currently IndicatorStrength.py)

trendtradingstrategies's People

Contributors

jgdennery1998 avatar

Recommend Projects

  • React photo React

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

  • Vue.js photo Vue.js

    ๐Ÿ–– 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. ๐Ÿ“Š๐Ÿ“ˆ๐ŸŽ‰

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 โค๏ธ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.