Pinned Repositories
awesome-soccer-analytics
:soccer::chart_with_upwards_trend: A curated list of awesome resources related to Soccer Analytics.
football-stats
Tracking of football players and analysis
friends-of-tracking-viz-lecture
repo to hold pdfs, notebooks, and data for FOT lectures
friends_of_tracking
oscar-predictor
pitchly
A python package that is a wrapper for Plotly to generate football tracking and event data plots
soccer_analytics
SoccermaticsForPython
This repo is dedicated for people getting started with Python using the concepts derived from the book Soccermatics (Sumpter 2016)
sportsdatascience
opunsoars's Repositories
opunsoars/pitchly
A python package that is a wrapper for Plotly to generate football tracking and event data plots
opunsoars/soccer_analytics
opunsoars/friends_of_tracking
opunsoars/awesome-soccer-analytics
:soccer::chart_with_upwards_trend: A curated list of awesome resources related to Soccer Analytics.
opunsoars/football-stats
Tracking of football players and analysis
opunsoars/friends-of-tracking-viz-lecture
repo to hold pdfs, notebooks, and data for FOT lectures
opunsoars/SoccermaticsForPython
This repo is dedicated for people getting started with Python using the concepts derived from the book Soccermatics (Sumpter 2016)
opunsoars/sportsdatascience
opunsoars/titanic_datascience
opunsoars/acl-rd-tec-2.0
The ACL RD-TEC 2.0: A corpus of annotated terms in context from domain of computational linguistics
opunsoars/blog
opunsoars/colaboratory_tf
opunsoars/create-your-own-adventure
opunsoars/first-contributions
🚀✨ Help beginners to contribute to open source projects
opunsoars/Football-Transfers-Network-Analysis
ANALYSIS OF FOOTBALL TRANSFERS IN EUROPE USING NETWORK SCIENCE Jan 2016 – Apr 2016 Project description Football is arguably the most popular game worldwide, and from a network perspective it provides myriad of data to analyse. Association Football in Europe is the hub for all the businesses related to the game as well as dream destinations of many players across the globe. The movement of a player from one club to another is termed a football transfer and this event has a fee involved between the dealing clubs, most of the time. Since such transfers make or break a club’s performance for a season or more, they are a subject of immense interest in sports analytics and football betting. Using network science techniques, we analyze the European transfer market from data for 6 seasons spanning the top 5 countries playing football. We learn how this directed network of multiple attributes and dimensions can unravel and confirm some club performances based on network characteristics like betweenness centrality, reciprocity, and transitivity. The data is collected using Python and all social network analysis is performed using R.
opunsoars/jci-iot
opunsoars/kloppy
kloppy: standardizing soccer tracking- and event data
opunsoars/lastrow_to_fot
Functions to convert from LastRow tracking format to FoT friendly format
opunsoars/ML-From-Scratch
Machine Learning From Scratch. Bare bones NumPy implementations of machine learning models and algorithms with a focus on accessibility. Aims to cover everything from linear regression to deep learning.
opunsoars/my-first-binder
opunsoars/opunsoars
My personal repository
opunsoars/opunsoars.github.io
opunsoars/pymdb
Python module to scrape data from IMDb Top 250 and parse xml of movie data from OMDb API (www.omdbapi.com)
opunsoars/python-machine-learning-book-2nd-edition
The "Python Machine Learning (2nd edition)" book code repository and info resource
opunsoars/recipes
opunsoars/reflections
UDACITY github course ud775 exercise
opunsoars/thinkster-django-angular-boilerplate
Boilerplate for the Thinkster.io Django and AngularJS tutorial.
opunsoars/Titanic-Dataset
This repo contains the files related to the Titanic Dataset in Kaggle.
opunsoars/Tutorial
try1
opunsoars/word_vectors_game_of_thrones-LIVE
This is the code for the "How to Make Word Vectors from Game of Thrones (LIVE) " Siraj Raval on Youtube