Recent articles
Dynamic Product Pricing Using Python
Sun, 03 Jan 2021 by Pritish Jadhav / Data ScienceProduct pricing plays a pivotal role at various stages of a product lifecycle and has a direct impact on a brand’s bottom line. In this blog post, we shall use the explore-exploit strategy for determining the optimal price for a SINGLE product.
Read moreMachine Translation (Seq2Seq) using Keras
Sun, 12 Jul 2020 by Pritish Sunil Jadhav / Deep LearningNeural Machine Translation is the use of Deep Neural Networks for translating a text from one language (source language) to its counterpart in other language (target language).
Read moreKL Divergence in VAE - Closed form Solution
Sun, 15 Dec 2019 by Pritish Sunil Jadhav / Linear AlgebraKL divergence is used to compare probability distribution functions. This article focuses on deriving a closed form solution for KL divergence using in Variational Autoencoders.
Read moreBending the ELBO in Variational Autoencoders
Tue, 15 Oct 2019 by Pritish Sunil Jadhav / Linear AlgebraThe goal of this article is to understand and derive the ELBO (Evidence Lower Bound) cost function used in training Variational Autoencoder. The article is designed with an assumption that the readers possess basic understanding of Generative Modelling and Variational Autoencoders.
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