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Praphul Singh
Praphul Singh

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Jan 16

Decide better, Subconsciously

Introduction We always have a desire for things to happen in the manner we want them to be — be it rational or irrational, ethical or non-ethical. Ever wondered about the hidden force or energy which helps you make those decisions? We tend to introspect the decisions taken in the past…

Self Improvement

5 min read

Decide better, Subconsciously
Decide better, Subconsciously

Feb 11, 2021

A Worthy Tycoon

Business by its definition can be said as a group of activities which ensures the movement of goods, money or services across the market by the term called trade. We generally judge a successful business by the amount of money it circulates or the impact it makes on the market…

Life

7 min read

A Worthy Tycoon
A Worthy Tycoon

Published in Analytics Vidhya

·May 10, 2020

Wading through Graph Neural Networks

In this blog, I am going to discuss Graph Neural Network and its variants. Let us start with what graph neural networks are and what are the areas in which it can be applied. The sequence in which we proceed further is as follows: Topics Graph and its motivation Graph Convolutions …

Graph Neural Networks

9 min read

Wading through Graph Neural Networks
Wading through Graph Neural Networks

Mar 29, 2020

Being into Quarantine

When the entire world was shaken by the terror of a pandemic, I got an obvious notification from the CEO of my company stating the mandatory policy of working from home. Now for a guy like me, who just does not know how to work from home, it was soul-shattering…

Coronavirus

5 min read

Being into Quarantine
Being into Quarantine

Mar 29, 2020

How to ___ Variational AutoEncoder ?

With the surfeit of blogs on this page, I decided to add one more to the list today. We will be talking about various terms like AutoEncoders and Variational AutoEncoders and finally implementing the latter one. So, you may have heard about data compression, right? It means nothing but encrypting…

Deep Learning

4 min read

How to ___ Variational AutoEncoder ?
How to ___ Variational AutoEncoder ?

Published in Towards Data Science

·Feb 8, 2020

BiDirectional Attention Flow Model for Machine Comprehension

digging into a BiDAF model — Question Answering has been a major area of work in Natural Language Processing. I will be discussing as well as implementing the key elements of a research paper which does significantly well on QA related problems. So, What do we do in Question Answering? We are given a context and…

Machine Learning

8 min read

BiDirectional Attention Flow Model for Machine Comprehension
BiDirectional Attention Flow Model for Machine Comprehension

Published in Towards Data Science

·Jan 25, 2020

Generating Handwritten Sequences Using LSTMs and Mixed Density Networks

As everyone comes up with a resolution at the start of the year, I would be trying to be more infrequent in my blog postings😀. As it has been over a month, I thought of spilling some words here 😀. In this blog, we will be discussing about an interesting…

Deep Learning

7 min read

Generating Handwritten Sequences Using LSTMs and Mixed Density Networks
Generating Handwritten Sequences Using LSTMs and Mixed Density Networks
Praphul Singh

Praphul Singh

Deep Learning Engineer, Oracle, IIT Kanpur

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