Code Monkey home page Code Monkey logo

stochastic-optimization's Introduction

Sequential Decision Problem Modeling Library

Sequential Decision Problem Modeling Library @ Castle Lab, Princeton Univ.

Installation

Requires Python 3 and the following packages:

  • numpy
  • scipy
  • pandas
  • matplotlib
  • xlrd

Included Problem Models

The following problem models are implemented in the subdirectories. Each implementation contains three components:

  • model: implements simulator based on how the problem is modeled
  • policy: implements decision-making policy functions
  • driver: runs the simulator and the policy

To test drive, run the driver script.

Adaptive Market Planning

Link

Asset Selling

Link

Blood Management

Link

Clinical Trials

Link

Energy Storage

Link

Medical Decision - Diabetes

Link

Stochastic Shortest Path - Static

Link

Stochastic Shortest Path - Dynamic

Link

Two Newsvendors

Link

Contributors

stochastic-optimization's People

Contributors

donghun2018 avatar

Forkers

silver331177

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.