Sandipan SikdarHierarchical Attention Network — batch implementation (pytorch)I had been trying to find a batch implementation of the Hierarchical Attention Network (HAN)[1] in pytorch. To summarize the architecture…Mar 8, 2019Mar 8, 2019
Sandipan SikdarImplementing a Variational Autoencoder (VAE) in PytorchThe aim of this post is to implement a variational autoencoder (VAE) that trains on words and then generates new words. Note that to get…Jul 30, 20181Jul 30, 20181
Sandipan SikdarCPU vs GPUI have recently started learning GPU programming with PyCuda and Numba. First thing which struck me was what is so special about GPU? If it…Jun 14, 2018Jun 14, 2018
Sandipan SikdarSettling in GermanyI recently started as a post doctoral researcher at RWTH Aachen University. Moving to a new country is a big deal as you have no idea how…May 18, 2018May 18, 2018