Git Product home page Git Product logo

nba_game_predictor's Introduction

NBA_Game_Predictor

Purpose

Get data from NBA.com, predict winner of every game, post results on Twitter

Repository Structure

Build_Datasets

After getting data from the NBA's API or scraping it from online sites, we need to restructure and combine data sources. In this repository, I put scripts that create the modeling datasets for the machine learning algorithms

Data

This directory houses all of the raw datasets. Theses datasets are generated using the scripts in Get_Data.

Get_Data

Scripts to scrape data from websites or access data via the NBA's API. All data is saved in the 'Data' directory.

Make_Predictions

This directory contains scripts that use the trained models to actually make the predictions about who will win each game.

Meta_Data

A directory that includes information such as the names of all thirty NBA teams.

Other

Files that are not very important

Train_Models

In this directory, I include all of the scripts that actually train the models. These scripts use the modeling datasets that come from the Build_Datasets scripts

Twitter

Scripts that post the results of the Make_Predictions scripts to Twitter

nba_game_predictor's People

Watchers

 avatar  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.