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February 25, 2021
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Month: July 2020

  • Machine Learning

Find word similarity using PPMI score

Praveen Kumar Anwla July 18, 2020
Understand how to use PPMI score to find word similarity . Check on other possible measures to check word similarity such as cosine similarity ,Dot…
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  • Deep Learning
Back Propagation through time

What is Back Propagation through time (BPTT) in Recurrent Neural Network

Praveen Kumar Anwla July 18, 2020
What is Back Propagation through time (BPTT) in Recurrent Neural Network, Vanishing Gradient , Exploding Gradient ,Gradient Clipping ,Long Term Dependencies
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  • Machine Learning

Introduction to Positive Point-wise mutual information (PPMI )

Praveen Kumar Anwla July 11, 2020
Understand what is Positive Point-wise mutual information (PPMI ) ,Computing PPMI on a term-context matrix , Weighting PMIK-Smoothing in PMI computation
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  • Machine Learning
Introduction to vector space models

Introduction to Vector space models

Praveen Kumar Anwla July 4, 2020
Understand what is Vectorization ,Vector space models ,Term-document matrix , Word-context matrix and problems with raw counts in co-occurrence matrices
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