Giter VIP home page Giter VIP logo

cern-data-vis's Introduction

Cern-data-vis

Collection of data visualisation programs that read data from acts-traccc and athena.

Table of Contents

Setup

To get started, clone this repository by doing:

$ git clone https://github.com/16willthompson/Cern-data-vis
$ pip install -r requirements.txt

and thats it, the dependencies are covered here.

Organisation

There is two folders each containing graphing programs based on expected input data:

  • Traccc/ expects .csv data based on the simulation data generated in your traccc/data/tml* folder.
  • ITk/ expects .csv data from athena.

Programs

Each program varies with ammount of user input requested. Questions are layed out to be self explanitory but in the case of poor graphing performance, try using less extreme values.

Traccc/

This file plots the frequency of clusters made by clustering.py, and also displays the average cluster ratio for each geometryID Used -cells.csv as input

This program generates a new csv files containing data used to pass into clusterFreqImageGen.py; the input is simulation data from traccc. Data output from clustering

This program plots all hits on a scatter graph for a given geometryID, or can cycle through all unique IDs. Used -cells.csv as input

ITk/

This program takes in ethena data and plots them using global xyz coords. A number of views can be display and most of what can be changed in the program is given as options in the CLI. First figure of the program Second figure of the program

this is a simple plot of locations of hits in 3d space with an added line that indicates central beamline. Blueline indicates beamline

This is a histogram of phi and eta modules and it can plot the common pairs instead of individual phi and eta. all phi and eta modules, uncombined phi and eta for spesific ID

Dependencies

Project module dependencies are installed in the Setup section, and was intended to work on Linux distros. Therefore, some module related linker errors may occur if trying to run on Windows or MacOS.

Here is a file containing a list of all required external (non-default) modules. Newer versions of these modules should work but incase they dont, use the lowest version listed in the document.

Licence

This project uses the MIT license which can be found in the license file, read more at MIT Wikipedia.

cern-data-vis's People

Contributors

16willthompson 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.