Code Monkey home page Code Monkey logo

python-financial-tools's Introduction

Python Financial Tools

An open-source Python implementation of popular tools and techniques in financial asset management. The purpose of this repository is to provide high-quality financial data analytics software. The software relies on Yahoo Finance! to download the most recent trends in asset performance.

Features

  • Instantiate stock objects easily by specifying their ticker symbol
  • Calculate the value-at-risk on a stock or portfolio to protect yourself against unexpected losses
  • Discover arbitrage opportunities through statistical analysis of the CAPM model
  • Optimize the allocation of your portfolio assets through quadratic programming
  • Visualize the performance of your stocks using Python's graphics libraries
If you like project and want to cite this toolbox, please use the following citation:

Brofos, James A., and Ajay Kannan. Python Financial Tools. Computer software. 
Vers. 0.1. GitHub, Inc., 08 Feb. 2014. Web. [DD] [MM]. [YYYY].

Demo

Dependencies

Python Financial Tools relies on the libraries listed below:

  • Numpy Standard numerical computations with vectors
  • Scipy Used for calculations involving statistical distributions
  • Matplotlib Visualizations of historical prices and returns
  • CVXOPT Optimization toolbox for portfolio asset allocation

Bitdeli Badge

python-financial-tools's People

Contributors

ajkannan avatar bitdeli-chef avatar jamesbrofos avatar

Stargazers

 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.