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classification-methods icon classification-methods

This Python Notebook explores various methods to separate classes of points in dimension d. First linearly, then with kernels.

food-security-hackathon icon food-security-hackathon

Python code from a two-days hackathon on the theme of food security. Along with my team, we were able to detect grain silos from satelite images with a precision above 98%, to visualize these silos on an interactive map, and to segment the satelite views.

monte-carlo-methods icon monte-carlo-methods

This Python notebook implements a range of techniques for Monte Carlo methods. In each example, the goal is to get a good approximation of PI and a mathematical analysis is included each

psc-musique icon psc-musique

PSC sur la génération de musique par intelligence artificielle

simulating-wainting-queues icon simulating-wainting-queues

This Python notebook uses Monte Carlo methods to sample random exponential variables and simulate the arrival and the processing of a large number of clients in a queue. The asympotic results are then compared to the theoretical bounds.

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