Giter VIP home page Giter VIP logo

hypermetric-spaces's Introduction

hypermetric-spaces

This collection of python scripts can perform the following tasks:

Counterexamples for hypermetric inequalities

This functionality is provided by the script k_hypermetric_test_iterative.py. The script needs three arguments:

  • dimension of space d. The matrices used for the hypermetric inequality lie in the space R^{d \times d} or in the space Sym R^{d \times d} of symmetric matrices depending on the chosen norm
  • degree of hypermetric inequality k
  • name of norm. Possible values are "diff", "abs", "nuclear", "operator" and "euclidean"

More information on the specific norms can be obtained by invoking the script with no arguments.

Generators for the orthogonal groups of degree 2 and 3

This functionality is provided by the script orthogonal_groups.py. The constructor of the OrthogonalGroup class needs to be called with the dimension (either 2 or 3) and the number of steps for each dimension.

Implementation of some convex bodies

The convex_bodies.py script partially implements zonotopes and the generalized Schur-Horn orbitope of a zonotope. It is also possible to compute the support function of these special convex bodies.

Matrix generation

The class MatrixGenerator in matrix_generation.py allows the creation of some random square matrices with a given entry range and further properties such as symmetrc matrices and diagonal matrices or only integer entries. These random matrices are used as perturbation matrices for the hypermetric inequalities.

hypermetric-spaces's People

Contributors

lnaundorf avatar

Watchers

James Cloos avatar  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.