Tennis scoring stuff

Simple tennis game using OOP paradigm.

Get the best insights to bet on ATP/WTA matches

simple tennis match

Exploring the capabilities of some ML models as well as simple Multi Perceptron Neural Net to predict results of the tennis ATP matches .

A Web scraper to scrape the data from the ATP world tennis website. This extracts the scores and match statistics of each tournament, along with the career history of the rankings and match percentages of each player.

Twitter bot that tweets ATP & ITF tennis scores by web scraping data

A Tennis dataset and models for event detection & commentary generation

Analyses previous tennis matches between two players, and predicts the outcome of the next match.

A scrapper that retrieves matches from the a player's WTA page

Probability engine to predict tennis matches result

🎾 Using computer vision to automate the collection of tennis balls.

Program to predict outcomes of major tennis matches.

Predicting the winner of the Tennis match

Machine Learning model(specifically log-regression with stochastic gradient descent) for tennis matches prediction. Achieves accuracy of 66% on approx. 125000 matches

Tennis match analysis via computer vision techniques.

A custom query-builder and insight generator for ATP and WTA tennis data that affords more specificity and better analysis than any other.

Using historical tennis statistics to perform prescriptive analytics

Generates glicko2 ratings from tennis results database

🎾 Multi-Agent Proximal Policy Optimization approach to a competitive reinforcement learning problem