Jan 5, 2017

List of commonly used practices for efficient training of Deep Neural Networks.

Oct 12, 2016

Implementing a Dropout Layer with Numpy and Theano along with all the caveats and tweaks.

Jul 28, 2015

Comparison of performances of L1 and L2 loss functions with and without outliers in a dataset.

Jul 21, 2015

Statistical Properties of Normal/Gaussian Distribution and why it is one of the most commonly used probability distribution in statistics.

Jun 10, 2015

Analysis of Electricity demand from a house on a time-series dataset. An appliance detection systems is also created using K-Means Clustering based on the electricity demand.