Code Monkey home page Code Monkey logo

fast-carpenter's Introduction

pypi package pipeline status coverage report Documentation Status Gitter fast-carpenter

Turns your trees into tables (ie. reads ROOT TTrees, writes summary Pandas DataFrames)

fast-carpenter can:

  • Be controlled using YAML-based config files
  • Define new variables
  • Cut out events or define phase-space "regions"
  • Produce histograms stored as CSV files using multiple weighting schemes
  • Make use of user-defined stages to manipulate the data

Powered by:

  • AlphaTwirl (presently): to run the dataset splitting
  • Atuproot: to adapt AlphaTwirl to use uproot
  • uproot: to load ROOT Trees into memory as numpy arrays
  • fast-flow: to manage the processing config files
  • fast-curator: to orchestrate the lists of datasets to be processed
  • Espresso: to keep the developer(s) writing code

A tool from the Faster Analysis Software Taskforce: http://fast-hep.web.cern.ch/

Installation and usage

Visit the documentation for full details.

fast-carpenter's People

Contributors

benkrikler avatar rob-tay avatar asnaylor avatar lgray avatar maikefischer avatar kreczko avatar simonecid avatar pmk21 avatar

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.