Git Product home page Git Product logo

activity-recognition's Introduction

Activity-Recognition

This repository satisfies the project requirement for the "Getting and Cleaning Data" portion of the Coursera/John Hopkins Data Science specialization. It contains R scripts to create a tidy version of the Human Activity Recognition Using Smartphones Data Set provided by the UCI machine learning repository.

Prerequisites

This procedure does not include code to download the data. The data must be downloaded manually and extracted to a folder named "UCI HAR Dataset" within R's working directory.

Contents

run_analysis.R - the primary procedure to tidy the data.

CodeBook.md - description of the specific procedure applied and the resulting tidy data set.

README.md - this file.

Source

The data used in this analysis was collected by:

Davide Anguita, Alessandro Ghio, Luca Oneto, Xavier Parra and Jorge L. Reyes-Ortiz. Human Activity Recognition on Smartphones using a Multiclass Hardware-Friendly Support Vector Machine. International Workshop of Ambient Assisted Living (IWAAL 2012). Vitoria-Gasteiz, Spain. Dec 2012

activity-recognition's People

Contributors

pbronez avatar tommyjones avatar

Watchers

 avatar  avatar

Forkers

tommyjones

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.