Coder Social home page Coder Social logo

cryptonet's Introduction

CryptoNet

In this work we present CryptoNet, this system is based on the time series extraction exploiting the huge potential of artificial intelligence (AI) and machine learning (ML). CryptoNet is developed in perl, is flexible and user-friendly.

Description

In this research, we attempt to forecast cryptocurrency price.

Our task is divided into the following steps:

Phase 1.: Get pair currencies by defining analysis times (proposed studies on Bitcoin, Ethereum) Phase 2.: Forecast Adjusted price for selected pair & Develop a proposed trading strategy

Methodology

  1. from Yahoo finance, downloaded the Adjusted Close price
  2. Concatenated the Adjusted Close price, calculated the Percentage returns and the cumulative returns

cryptonet's People

Contributors

leonardranaldi avatar

Watchers

 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.