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thank you so much um hi everybody um yeah well uh so as as uh introduced yeah Im at CEO at Ivy and were trying to take on quite an ambitious Mission uh to unify your machine learning Frameworks um not an easy feat uh and something were having a lot of fun trying to do again slightly a um maybe kind of provocative sentence there unifying ml with one line of code um and Ill kind of it throughout the course of this talk explain how by using the functional API of machine learning Frameworks as an intermediary we actually can get machine learning Frameworks running together interchangeably with only really needing users to to worry about adding one line of code to make this work um so a slightly kind of um dramatic sentence but but hopefully um seems somewhat Justified as we go through um okay so um okay so so what Ivy predominantly aims to do is be a zero code solution to make all a machine learning Frameworks interchangeably work together um so that means take a function from tensorf