GPU Accelerated Matrix Factorization for Recommender Systems
Matrix Factorization (MF) is a popular algorithm used to power many recommender systems. Efficient and scalable MF algorithms are essential in order to train...
Doruk's Blog
a collection of posts about programming and other stuff
Running Jupyter Notebook on NYU HPC in 3 Clicks
I’ve been lately getting a lot of question about my setup for NYU’s High Performance Computing cluster and how it can be made more convenient to use. In this...
A case for better Python docstrings
I have been using Python daily for 3 years, and working professionally with it for about a year now. It is a great language, and I’m grateful that I get to w...
Introducing persistd
persistd is a workspace/workflow manager made for multi-tasking developers. It allows you to persist your virtual desktop over multiple reboots. Automaticall...
Data Science workflow using Ubuntu Subsystem on Windows
Microsoft’s latest push for bringing developers to Windows comes in the form of embracing Linux as part of their system. Windows Subsystem for Linux, also kn...