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Francesco Capponi's Projects

ml icon ml

My personal collection of Machine Learning algorithms modules. It has been created for learning and research purposes. It contains the implementation of classic Machine Learning algorithms (like knn, decision trees, Naive Bayes, linear regression, etc) along with their variations, as a result of experiments and research studies.

phi4 icon phi4

Simulation code for generating field configurations for a 3D scalar theory with quartic interaction, using Markov Chain Monte Carlo algorithms

rl icon rl

Collection of modules built to run Reinforcement Learning experiments and research

stlp icon stlp

Statistical tools for lazy people

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