Apil TamangRouting Ports internally in Linux using iptablesSimply what I have for port forwarding. A lot of web-resources mention *nginx* as a good alternative.Oct 28, 2019Oct 28, 2019
Apil TamangHow to expose your MySQL Server to the InternetMore for my own records than to disseminate real knowledge. Very quick and dirty walkthrough. Meant for my Ubuntu server.Oct 25, 2019Oct 25, 2019
Apil TamangInstalling Apache Toree on OS X w/ Conda environmentLooking for a good Spark + Jupyter integration solution. After giving spylon_kernel a try, and seeing that the project seemed to have been…Dec 17, 2018Dec 17, 2018
Apil TamangGranting external users folder permissions in Ubuntu 16.04Recently me and a pal (let us call him Harry) are working on a project that requires sharing data quite frequently. In particular, this is…Feb 7, 2018Feb 7, 2018
Apil TamangUnicode, UTF-8, and ASCII encodings made easySo I have an announcement to make: if you are a programmer working in 2017 and you don’t know the basics of characters, character sets…Feb 3, 201811Feb 3, 201811
Apil TamangUnmasking a vanilla RNN: What lies beneath?RNNs have a reputation for being rather hard to understand. They are truly a bit mysterious, and can often seem inscrutable to the new…Dec 10, 2017Dec 10, 2017
Apil TamangLearning Entity Embeddings in one breathWell maybe not, unless you’re routinely breaking the world-record in holding your breath! On the bright-side, entity embeddings is really…Dec 2, 20175Dec 2, 20175
Apil TamangA gentle dive into the anatomy of a Convolution layer.In the realm of deep learning, the convolution network is a workhorse for many awe-inspiring results. After 2012’s publication of the…Nov 21, 20172Nov 21, 20172
Apil TamangCase Study: A world class image classifier for dogs and cats (err.., anything)It is amazing how far computer vision has come in the last couple of years. Problems that are insanely intractable for classical machine…Nov 10, 20175Nov 10, 20175
Apil TamangYet Another ResNet Tutorial (or not)The purpose of this article is to expose the most fundamental concept driving the design and success of ResNet architectures. Many blogs…Nov 4, 20172Nov 4, 20172