GSOC 2022 with ML4SCI

This blog is a brief summary of my work and results in GSOC 2022 under ML4SCI. During my time in GSOC I worked on the Fast Accurate Empirical Representation of Histograms project. The goal of this project is to use seq2seq models map histogram data to empirical functions. In particular we planned on adapting a transformer for this purpose. In order to train our model we will need a sufficiently diverse set of expressions and their corresponding histograms.