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Implementation and brief comparison of different First Order and different Proximal gradient methods, comparison of their convergence rates

Python 100.00%
accelerated-gradient adagrad data-science first-order-methods gradient-descent machine-learning matplotlib numpy proximal-gradient-descent proximal-gradient-method

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  • I'm a MSc Data Science student at EPFL (Ecole polytechnique fédérale de Lausanne ). I graduated with a Bachelor's degree in Engineering of Computing Systems🎓 at Politecnico di Milano , but I was born and raised in the oldest republic of the world, San Marino !

  • I use my GitHub profile as a projects portfolio, hence all the repositories I have are projects that I personally worked on and coded, either alone or in wonderful teams👥.

  • I work on and love AI (Data Science, Machine Learning and Deep Learning), especially applied to my main areas of interest and passions: Computer Vision🤖, Computer Graphics💻, Virtual Reality🥽, Game Development🕹️, Music🎸 and Art🎨.

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