Giter Club home page Giter Club logo

afml_in_catalyst's Introduction

"Advances in Finantial Machine Learning" implemented in Enigma Catalyst

Implementing features from "Advances in Financial Machine Learning" by Marcos López del Prado in a financial algorithm using Enigma Catalyst.

For running the algorithm is used Enigma Catalyst, which is based in Zipline. This is useful because allow high compatibility with Quantopian and Zipline itself.

Before executing the algorithm you will need to install Catalyst in first place. You can use the Catalyst instalation instruccions.

The idea is to share the implementation of features exposed by Marco López del Prado in his book "Advances in Financial Machine Learning". You can use this as a base for working in your own algorithm. And you are welcome to help to implement the rest of the chapters. Until now I have programmed since chapter 1 to chapter 12. But in not just a copy paste form the book's scripts. In main.py file you will find a implementation of these scripts in a real algoritmic. So, you can use the code at live in Catalyst or with, few changes, use it in Zipline or Quantopian.

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.