{"repo":"RasmusRynell/Predicting-NHL","free":true,"listed":false,"github":"https://github.com/RasmusRynell/Predicting-NHL","clone":"git clone https://github.com/RasmusRynell/Predicting-NHL.git","description":"The project explores the idea of using different machine learning techniques to determine different stats in NHL games.","language":"Python","stars":14,"topics":["ai","ml","machine-learning","sportsanalytics","python","scikit-learn","algorithms","sports","sports-stats","sports-analytics"],"license":"MIT","category":"machine-learning","readme_excerpt":"Predicting NHL stats (shots on goal) Overview This project explores the idea of using different machine learning techniques to determine different stats in NHL games. Research and testing of different techniques has previously mainly been done in this project. Current features / functionality - A database containing about 5000 odds for “Shots on goal” in NHL games from different betting sites - A way to add more new odds by copy-pasting them from sites into text files - A way to request data from NHL’s own database to populate your own internal database (in order to use less internet and have a faster running program) - Produce a CSV file containing all data related to a prediction, this includes player statistics, players teams statistics, and enemy teams statistics Features in the future - Load and select features from CSV file to be used in different ML techniques (Data preprocessing) - Create a pipeline for both using and testing and evaluating ML techniques - Add more data (maybe xG for both player and teams) - Create a better way of scraping the web for data - Create a better way of scraping the web for previous bets and their outcomes - Create a user interface either as an app or on the web Long term new features - Create a more robust framework for different sports with different types of data - Live predictions Inner workings (Under construction) Data collection In order to perform different ML techniques, data is needed, for now we use NHL's own (free and very detai","default_branch":null,"files":null,"tree":[],"storefront":"/r/RasmusRynell","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/RasmusRynell/Predicting-NHL/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}