Speeding up Shapley value computation using Ray, a distributed computing system
This post shows how to set up a local Ray cluster consisting of several Ubuntu workstations connected over a home WiFi network and running a Directed […]
devops
Exposing a local Flask server to the internet using remote ssh port forwarding
Over the last month or so, I have been working on a “Covid-19 search engine” that aims to datamine the ~44000 or so articles about […]
Running a containerized MongoDB application using an attached EBS volume data store
Over the past few months, I’ve been learning how to build ML pipelines consisting of containerized micro services. A common task in such pipelines is […]
Wrapping a Python Application into a Web Service using mod_wsgi and gunicorn
So you developed a cool AI algorithm and want to show it off through a web service? You know a lot about AI algorithms and […]