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1. neural-turing-machine neural-turing-machine Public

   Neural Turing Machine implementation in pytorch with LSTM controller on string copy task

   Python

2. clustering clustering Public

   Two unsupervised techniques - k means clustering and gaussian mixture models - are used to segment a 2 dimensional dataset. Expectation maximisation algorithm is used to estimate the responsibility…

   Python 1

3. gdOptimization gdOptimization Public

   Implementation of back-propagation through different convex optimization algorithms - gradient descent, gradient descent with momentum, Nesterov's accelerated momentum, RMSProp and ADAM - for a dee…

   Python 2

4. medium-analysis medium-analysis Public

   Crawl user data of the blogging website medium.com and create a social graph based on friendship. Analyse the graph through graph centrality measures, clustering coefficient, degree distribution an…

   JavaScript

5. flickr flickr Public

   Python

6. irs irs Public

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