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Nitin Nataraj's Projects

applied-ml icon applied-ml

📚 Papers & tech blogs by companies sharing their work on data science & machine learning in production.

awesome-deep-learning-resources icon awesome-deep-learning-resources

Rough list of my favorite deep learning resources, useful for revisiting topics or for reference. I have got through all of the content listed there, carefully.

capsnet-keras icon capsnet-keras

A Keras implementation of CapsNet in NIPS2017 paper "Dynamic Routing Between Capsules". Now test error = 0.34%.

concepts icon concepts

A list of concepts that I've encountered while studying Machine Learning.

coursescraping icon coursescraping

An application to scrape course data from the UB Course Website

doc2vec icon doc2vec

Python scripts for training/testing paragraph vectors

image-stitching icon image-stitching

Panorama and Mosaics using Homography and Fundamental Matrix estimation.

mnist_classification icon mnist_classification

The classification task will be to recognize a 28 × 28 grayscale handwritten digit image and identify it as a digit among 0, 1, 2, ... , 9.

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