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code to my master thesis : a tropical approach to neural networks

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ssggreg/Tropical-NN

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Tropical-NN

problem_design :

   folder with the different conception of the classification problem in the thesis

thesis_regression_example :

   some little work on tropical curves and varities to get familiar with the tropical world

tropical_varieties_from_net:

   work done on the different architectures trained on the classification problem, aiming at drawing the tropical varieties

master_thesis.pdf :

   my matser thesis on a tropical approach to nn

Minkokzi.py:

   utils to compute the tropical variesties from the weights of a relu integer valued neural net      

net_utils.py :

   utils to compute neural nets with integer\\truncated weights

tropical_varieties_example.ipynb

   example used in the thesis to illustrate the tropical varieties construction on a handmade example of a 2*5*1 net

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code to my master thesis : a tropical approach to neural networks

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