Git Product home page Git Product logo

random_processes_course's Introduction

Random_processes_course

Implemented random processes within the framework of academic assignments from the university. Description of tasks:

  • Modeling data distributions - implementation of a uniform distribution number generator. On the basis of a uniform distribution, making a normal distribution. Creating a sample from the values of Kolmogorov statistics for 100 simulated normal distributions.
  • Poisson random process - simulating the realisation of a Poisson process of length N with a given distribution law F(x) of intervals between jumps. Verification of the fulfillment of the central limit theorem and the law of large numbers at t = T/2 and t = T.
  • Markov random process - modeling and implementation of the Markov process with three states. Verification of the fulfillment of the central limit theorem and the law of large numbers.

random_processes_course's People

Contributors

umaaaaaaaaa 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.