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bollywood-relationship-predictor's Introduction

Bollywood-Relationship-Predictor

Predicting using the Word2Vec model on our own dataset from Scratch

Use the hi.txt file which contains news/gossips of bollywood

Generate the dataset by cleaning and removing all the stopwords

WE use the gensims model to predict the analogies.

alt text

WE are using the word2vec model to predict the relationship.

For ex-

If priyanka->Nick then deepika-> ?

WE use the cosine similarity function predict the distance between 2 points.

Cosine similarity is a measure of similarity between two non-zero vectors of an inner product space that measures the cosine of the angle between them. The cosine of 0° is 1, and it is less than 1 for any angle in the interval (0,π] radians.

Wanna find out what other celebrities are linked to?

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