Yemeen Ayub

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Building machine learning algorithms using differential geometry with applications in NLP + forecasting.

Postdoc @ MSU’s Munchlab. Math PhD @ GMU advised by Dr. Tyrus Berry.

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Art

ECT: a python package for calculating and visualizing the Euler Characteristic Transform. Implemented as a sklearn transformer efficiently using numba. A demo can be found here.

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Articles

Presentations & Blog Posts

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  • Applications of Diffusion Maps. Mason Experimental Geometry Lab Symposium Fall 2018
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  • Finite Fields Package For Mathematica. CNU Paidea Spring 2018 (GithubPoster)
  • Analysis of Strong Gravitational Lens using Convolutional Neural Networks. (GithubPoster) CNU Paidea Spring 2018

Contact via email: hello@yemeen.com