Aryamaan ThakurEvolutionary and Transformer Models for Symbolic Regression | GSoC @ ML4SCISymbolic Regression refers to discovering a function that accurately matches a given dataset. More specifically, given a table of {x_1…Aug 15Aug 15
Aryamaan ThakurEncoding numerical data for TransformersTransformers process sequences of tokens. The idea works well when working with natural language however fails when applied to scientific…Aug 15Aug 15
Aryamaan ThakurA Gentle Introduction to Genetic ProgrammingBasic elements of genetic programmingMay 22May 22
Aryamaan ThakurKnowledge Distillation — Make your neural networks smallerTransferring knowledge from a big cumbersome model to a smaller oneJul 1, 20222Jul 1, 20222