March 4, 2019

Deep Learning

The mixture density network can represent general conditional probability densities using a set of learned mixture models.

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October 7, 2018

Deep Learning

In this post, I compare the time taken to train a Convolutional neural network on native 1080ti and the accelerators available on Google Colaboratory

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September 24, 2018

Deep Learning

It can provide many useful applications but at what cost ? Privacy, mass surveillance..

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August 11, 2018

Reinforcement Learning

Implementation of DQN to solve lunar lander environment

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July 10, 2018

Deep learning

Can neural networks learn to write stories ? Can they be taught to crack jokes or write articles ?

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May 19, 2018

Deep learning

What do filters in a convolutional neural network learn? How do we visualize a convolutional layer ? Can the Neural networks dream and if they do, do they dream of electric sheep ?

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March 3, 2018

Deep learning

Can computers learn to draw like Picasso, Vangogh, Monet or any other artist ? Gatys et al. introduce an algorithm that uses a Deep neural network to generate artistic images of high perceptual quality.

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December 27, 2017

Deep Learning

Imagine being able to learn the probability distribution of your dataset and sample from the learned distribution.

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