CNN as N Gram Detector

CNN has been used intensively in image processing tasks. However, what about in text? is it feasible to use it in text? and what kind of output will it be translated when we’re using CNN in text?

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Introduction to BLEU in Python

BLEU is a metric to quantify effectiveness of an Machine Translation (MT). It stands for BiLingual Evaluation Understudy $^{[1]}$. In general it solves the problem of different human translation references by different annotators when comparing to machine generated translation. Let’s start from using BLEU in NLTK translation package $^{[2]}$

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Virtebi Algorithm and Hidden Markov Model - Part 2

I’ve implemented virtebi algorithm and explain the advantage from naive approach at last post. Now it’s time to look at another use case example: the Part of Speech Tagging!

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Virtebi Algorithm and Markov Chain - Part 1

Introduction to Virtebi Algorithm, Virtebi Path, Markov Chain, Hidden Markov Model.

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How to Use One Way ANOVA in Python

One way ANOVA (Analysis of Variance) is a technique for hypothesis testing. It is used to test whether the means of different group is really different.