Giter VIP home page Giter VIP logo

fantasy-premier-league's Introduction

FANTASY-PREMIER-LEAGUE

To find out the decision making in famous online game - Fantasy Premier League. (FPL)

Idea

FPL provides opportunity for enthusiasts to try their hand at decision making. To predict the best set of players who perform every game. Points are given based on various parameters.

Consider for example, this team ** this respective data set was found for the maximum amount of points of 2016/2017 FPL season

Position Name Cost Points

Goalkeeper Tom Heaton 5.0 149.0

Goalkeeper Fraser Forster 5.0 134.0

Defender Charlie Daniels 5.0 134.0

Defender César Azpilicueta 6.5 170.0

Defender Gary Cahill 6.5 178.0

Defender Marcos Alonso 7.0 177.0

Defender Gareth McAuley 5.0 131.0

Midfielder Joe Allen 5.5 118.0

Midfielder Christian Eriksen 9.5 218.0

Midfielder Bamidele Alli 9.5 225.0

Midfielder Etienne Capoue 5.5 131.0

Midfielder Robert Snodgrass 6.0 133.0

Forward Joshua King 7.5 178.0

Forward Jermain Defoe 8.0 166.0

Forward Roberto Firmino 8.5 180.0

Total cost: 100.0

Total points: 2422.0

Formation: 2-5-5-3

Data Acquisition

From FPL / EPL - All the raw data, statistics related to players, teams, points, etc

Data Analysis

Using Simple Statistics and Machine Learning (if need be) to analyse every player, team and score

Data Visualization

For every user, to make sense of data and to understand the 3 outcomes of the problem, using interactive techniques - graphs,pie charts and diagrams all with respect to the data set

fantasy-premier-league's People

Contributors

rahulbhatia-rb avatar

Stargazers

 avatar  avatar

Watchers

 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.