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Nupur Kapur's Projects

emoji-scavenger-hunt icon emoji-scavenger-hunt

Emoji Scavenger Hunt is an experiment that leverages the power of neural networks and your phoneโ€™s camera to identify the real world versions of the emojis we use every day.

oneauth icon oneauth

Your one-stop Single Sign-on server. Login with Oneauth to your services. Login to Oneauth using Facebook/Twitter/Github

pym icon pym

Python for you and me book

text_similarity icon text_similarity

The data contains a pair of paragraphs. These text paragraphs are randomly sampled from a raw dataset. Each pair of the sentence may or may not be semantically similar. The dataset considered for this project does not contain any labels. Given below is the solution to the unsupervised machine learning problem

toxic-comment-classification icon toxic-comment-classification

Analyzed Twitter comments to detect and classify them into different types of toxicity like threats, obscenity, insults and hate. Applied deep learning techniques i.e. RNN, to understand and classify the given sentence into one of the 6 types of toxicity. Achieved 96% accuracy in test dataset.

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