Transforming Probability Distributions using Normalizing Flows | by Saptashwa Bhattacharyya | Nov, 2022
Using TensorFlow Probability to Transform DistributionsNormal to Bi-Modal distribution using bijective transformations. (Image by Author)What you can expect to learn/review from this post —Getting started with TransformedDistribution module (within TensorFlow Probability library) to transform a base distribution via a bijection operation.Writing our own custom bijection function in TensorFlow.How to define the forward and inverse transformation within a custom bijection function?Visualizing original and custom-transformed…