Giter VIP home page Giter VIP logo

stock-bot's Introduction

StockBot

Author: Ryan Cullen

StockBot is a Python script for designing and testing your own daily stock trading algorithms.

Installation

Use the package manager pip to install matplotlib and yfinance from your command line.

pip install matplotlib
pip install yfinance

Usage

You will be asked to enter a ticker for the stock that you want to test the algorithm on.

If you want to modify the algorithm and design your own, you only need to change the Decide() method. That method takes three functions, and you can decide what those are or design your own inputs. My implementation uses moving averages and their derivatives/concavity (the class for which is set up for you to use in your own algorithm).

Roadmap

The goal for this script is of course for it to be as robust and generalized as possible. To do this, one idea is to use Reinforcement Learning to fine tune the thresholds on the fly. If you have experience with ML or deep learning I very much encourage you to make conributions!!

Contributing

Pull requests are welcome. For major changes, please open an issue first to discuss what you would like to change.

Please make sure to update tests as appropriate.

stock-bot's People

Contributors

ryantcullen avatar hedgehog2986 avatar dbond4r 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.