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S Payot's Projects

connectfour icon connectfour

train an agent to play Connect 4 using a strategy similar to AlphaGo Zero (MCTS + ResNet Policy-Value Estimator)

cv-ekf icon cv-ekf

Applied Extended Kalman Filters to Differential Drive / Range Sensor data

mte-plus icon mte-plus

benchmarking various categorical encoding techniques for tabular data across 6 classification tasks and using 5 different downstream classifiers.

mubi_crawler icon mubi_crawler

crawl Mubi's collection and make them easy to query against by converting it into a structured dataset (CSV)

nlp_with_transformers icon nlp_with_transformers

following along the book by the same name, refactoring some of the code for higher readibility and maintainability.

payroll icon payroll

payroll calculation tool to define overtime and amount owed given the number of hours of service provided over the pay period.

rust-snake icon rust-snake

re-implementation of tensor's rust projects: snake game

rust_book icon rust_book

following along "the book" chapter by chapter.

wordle icon wordle

wordle simple game engine + playing agent using information theory

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