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Benjamin Rienecker's Projects

ai-and-robotics icon ai-and-robotics

A series of projects involving AI or Robotics including: Reinforcement Learning to find Blackjack optimal strategy; path planning algorithm visualisations; robot localisation and mapping examples; distribution sampling algorithms.

cleaning-animation icon cleaning-animation

Using Python Turtle to create animations of drones cleaning a skyscraper's windows.

limit-order-book icon limit-order-book

Low latency Limit Order Book and Matching Engine created in C++, able to handle over 1.4 million transactions per second.

mls_model icon mls_model

In this project I predict the 2016 MLS season using historical data and Poisson regression. The project includes cleaning, preprocessing and analyzing the dataset, building and evaluating predictive models for match outcomes, forecasting team performance and simulating the league table. It uses Pandas, Numpy, MatPlotLib and StatsModel libraries.

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