GithubHelp home page GithubHelp logo

fujiwarachoki / coinwizard Goto Github PK

View Code? Open in Web Editor NEW
9.0 2.0 1.0 322 KB

ML Crypto-Price Prediction Model using NASDAQ API.

License: MIT License

Python 52.64% HTML 30.63% JavaScript 16.73%
ai bitcoin crypto ml nasdaq

coinwizard's Introduction

CoinWizard

Demo 1 Demo 2

Predict the prices of certain cryptocurrencies by training a PyTorch Model on the history data from the NASDAQ API.

Important: This code trains an RNN-Model, so it will take some time to train the model. The model will be saved in the Backend directory and will be loaded on the next start of the application.

Installation

  1. Clone the repository
git clone https://github.com/fujiwarachoki/CoinWizard.git
  1. CD into the directory
cd CoinWizard
  1. Continue with Usage.

Usage

  1. Get API Key from https://data.nasdaq.com and write it to the file key in the Backend Directory.

  2. Run Start Script

python3 start.py

This will install all the dependencies and start the frontend as well as the backend of the application.

Contributing

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

License

MIT

Authors

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.