GithubHelp home page GithubHelp logo

jose-dom / bitcoin_forecasting Goto Github PK

View Code? Open in Web Editor NEW
10.0 3.0 12.0 155.65 MB

Bitcoin Forecasting using VAR, XGBoost, and Facebook Prophet

Home Page: https://medium.com/digital-studio-stream/forecasting-bitcoin-prices-ff2619a159f

Jupyter Notebook 100.00%
bitcoin dollar machine-learning

bitcoin_forecasting's Introduction

Bitcoin Forecasting

Based on a report by the Wall Street Journal, Bitcoin is surging due to an increase in investor enthusiasm and technology that allow more novice investors to begin trading, while also being a hedge against the dollar due to the global affairs. In this notebook, we investigate further the relationship between these data points and try to fit a model to predict the price of Bitcoin.

We will use Yahoo Bitcoin History, the data is free to download. Available here.

We are also using US Dollar Index Futures Historical Data from Investing.com. Available here.

bitcoin_forecasting's People

Stargazers

avatar avatar avatar avatar avatar avatar avatar avatar avatar avatar

Watchers

avatar avatar avatar

Forkers

splaquin xianzixiang aditya17-creator philsvk anwar789456 hieunt27 shuyi1981 shouvik1712767642 l-lawliet01 inuyashacas trellixvulnteam lamass

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.