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SGD

This is a project that I made during my first year of master, in collaboration with a classmate and under the supervision of a teacher-researcher of my college. We studied the article "stochastic learning" of Léon Bottou. We implemented Kmeans and perceptron algorithms in order to test and evaluate the stochastic gradient descent compared to the "classical" gradient descent.

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