mlwhiz

Deep Learning, Data Science and NLP Enthusiast

NLP Learning Series: Text Preprocessing Methods for Deep Learning

Recently, I started up with an NLP competition on Kaggle called Quora Question insincerity challenge. It is an NLP Challenge on text classification and as the problem has become more clear after working through the competition as well as by going through the invaluable kernels put up by the kaggle ...

A Layman guide to moving from Keras to Pytorch

Recently I started up with a competition on kaggle on text classification, and as a part of the competition, I had to somehow move to Pytorch to get deterministic results. Now I have always worked with Keras in the past and it has given me pretty good results, but somehow ...

What Kagglers are using for Text Classification

With the problem of Image Classification is more or less solved by Deep learning, Text Classification is the next new developing theme in deep learning. For those who don't know, Text classification is a common task in natural language processing, which transforms a sequence of text of indefinite length ...

The story of every distribution - Discrete Distributions

Distributions play an important role in the life of every Statistician. I coming from a non-statistic background am not so well versed in these and keep forgetting about the properties of these famous distributions. That is why I chose to write my own understanding in an intuitive way to keep ...