LSTM Networks

An explanation of LSTM networks.

Posted by Sagun on ?? ??? ????


Optimal Gradient Descent

A recap of gradient descent and the optimal learning rate.

Posted by Sagun on 09 Jun 2018


Gibbs Sampling

A simple yet elegant Monte Carlo Markov Chain (MCMC) technique to sample from a posterior distribution when computing the model analytically is non-trivial.

Posted by Sagun on 31 May 2018