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Pierre-François Massiani's Projects

allocation_problem icon allocation_problem

Provides a solution for the allocation problem using the Hungarian Algorithm with a raw data encoded in two .xls files. The implementation of the Hungarian Algorithm was found at the following URL : https://github.com/KevinStern/software-and-algorithms/blob/master/src/main/java/blogspot/software_and_algorithms/stern_library/optimization/HungarianAlgorithm.java

ccf-pyspark icon ccf-pyspark

PySpark implementation of the MapReduce "Connected Component Finder" algorithm

data-obs icon data-obs

Code accompanying the paper "Data-Driven Observability Analysis for Nonlinear Stochastic Systems"

dfndl icon dfndl

Doyle-Fuller-Newman (DFN) including a Double Layer capacitance dynamics (DL) electrochemical battery model simulator

edge icon edge

Exploration of dangerous environments by reinforcement learning agents combining the reward-maximization task with safety concerns

gpytorch icon gpytorch

A highly efficient and modular implementation of Gaussian Processes in PyTorch

vibly icon vibly

Python implementation to compute viable sets in state-action space

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