PyTorch Data Loading Tutorial 11 June 2017 A lot of effort in solving any machine learning problem goes in to preparing the data. PyTorch provides many tools to make data loading easy and hopefully, to make your code more readable.
Deep Learning Crash Course Part 2 16 May 2017 Continued from Part 1. We have so far seen MLPs and why they are hard to train. Now, we will develop networks which overcome these difficulties.Convolutional Neural NetworksLet’s go back to the problem of handwritten digit recognition. MLP looks l...
Deep Learning Crash Course Part 1 16 May 2017 Deep learning is the thing in machine learning these days. I probably don’t need to explain you the reason for buzz. This series of posts is a yet another attempt to teach deep learning.My aim here is to Explain all the basics and practical advic...
PyTorch Transfer Learning Tutorial 24 March 2017 In this tutorial, you will learn how to train your network using transfer learning. You can read more about the transfer learning at cs231n notes.
Exposing C functions to Lua 23 January 2017 Lua has a very simple C API. You can run Lua code and access lua objects from C. Similarly, you can access C functions and libraries from Lua. In this post, we’ll primarily look at how to expose C functions to lua.Install LuaLet’s start off with t...