Giter VIP home page Giter VIP logo

analytics's People

Contributors

andrewisaac avatar claresloggett avatar

Watchers

 avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar

analytics's Issues

Categorise projects

Review project titles and descriptions to identify main project categories
[guess at example categories, Molecular dynamics, Fluid dynamics, data pipeline, class/training, system administration, ...]

Collapse rows to independent jobs

Currently, rows slurm data are "dependent", the might be multiple job steps for a single job. Need to collapse dependent rows into a single independent job description.
e.g.
1234.bash
1234.0
1234.1
...

convert to
1234

One dimensional plot

Generate a distribution graphs for each data field. Comment on each one, report interesting findings.

Remove uninformative fields

There are columns (data fields) that are "uninformative" in the sense that they might be filled with "nan" or has the same value throughout (0 information content). Should write code that does such checking. If a column is uninformative for all dataset, we should workout why and remove it from downstream analysis.

Identify derived fields

Fields such as wait time, total memory request/used, job frequency, etc could be derived from the data.
Want candidate list for discussion

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.