https://github.com/stephenfeddes/nbaplayerstatisticsforecaster
https://github.com/stephenfeddes/nbaplayerstatisticsforecaster
Last synced: 18 days ago
JSON representation
- Host: GitHub
- URL: https://github.com/stephenfeddes/nbaplayerstatisticsforecaster
- Owner: StephenFeddes
- License: mit
- Created: 2024-05-17T18:04:32.000Z (about 2 years ago)
- Default Branch: main
- Last Pushed: 2024-05-27T17:16:17.000Z (about 2 years ago)
- Last Synced: 2025-02-23T09:14:30.383Z (over 1 year ago)
- Language: Jupyter Notebook
- Size: 5.03 MB
- Stars: 0
- Watchers: 1
- Forks: 0
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
- License: LICENSE
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README
# NBA Player Statistics Forecaster
Forecasts NBA player statistics
## Table of Contents
- [Introduction](#introduction)
- [Features](#features)
- [Usage](#usage)
- [License](#license)
- [Contact](#contact)
## Introduction
This project developed a machine learning model that forecasts the statistics an NBA player will get in a given game.
A full explanation of the work is available in the technical report.
## Features
List the key features of your project.
- Machine Learning with scikit-learn
- Data Preproccessing with the Pandas and NumPy libraries
- Data collection from the NBA and Sleeper APIs
- Data visualization with the Matplotlib and Seaborn libraries
## Usage
To see the project, clone the repository and open the .ipynb files in a Jupyter Notebook.
## LICENSE
This project is licensed under the [MIT](https://opensource.org/license/mit) license.
## Contact
You can contact me at stephenpfeddes@gmail.com