Tag - Harshvardhan Gupta

5 Ways to Get Started with Reinforcement Learning

We give an accessible overview of reinforcement learning, including Deep Q Learning, and provide useful links for implementing RL. By Harshvardhan Gupta, Hacker Noon. Artwork by Robert Aguilera Machine learning algorithms, and neural networks in part...

CAN (Creative Adversarial Network) - Explained

GANs (Generative Adversarial Networks), a type of Deep Learning networks, have been very successful in creating non-procedural content. This work explores the possibility of machine generated creative content. By Harshvardhan Gupta, Hacker Noon. Late...

DeepMind Relational Reasoning Networks  Demystified

Every time DeepMind publishes a new paper, there is frenzied media coverage around it. We examine what is and is not real in recent work described as “DeepMind Neural Network Can Make Sense of Objects Around It”. By Harshvardhan Gupta, Hacker Noon. c...

Train your Deep Learning Faster: FreezeOut

We explain another novel method for much faster training of Deep Learning models by freezing the intermediate layers, and show that it has little or no effect on accuracy. By Harshvardhan Gupta, Hacker Noon. Deep neural networks have many, many learn...

Using AI to Super Compress Images

Neural Network algorithms are showing promising results for different complex problems. Here we discuss how these algorithms are used in image compression. By Harshvardhan Gupta, Hacker Noon. comments Data driven algorithms like neural networks have...