GithubHelp home page GithubHelp logo

experimaestro / datamaestro Goto Github PK

View Code? Open in Web Editor NEW
12.0 12.0 5.0 672 KB

Scripts to automatize and standardize dataset handling

License: GNU General Public License v3.0

Python 99.59% CSS 0.41%
dataset dataset-manager

datamaestro's Introduction

**Not maintained anymore (focus on python only version) **

CircleCI

Tired to manually manage your experiments? Experimaestro manager gives you a systematic way to write and run experiments where parameters varies.

The overall goals of the experimaestro manager are to:

  • Decompose experiments into a set of parameterizable tasks
  • Schedule tasks and handle dependencies between tasks
  • Avoids to re-run the same task two times by computing unique task IDs dependending on the parameters
  • Handle experimental parameters through tags

Experimaestro is in an beta state. There is an associated documentation.

datamaestro's People

Contributors

bpiwowar avatar

Stargazers

 avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar

Watchers

 avatar  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.