Data Transfer Speed Comparison: Ray Plasma Store vs. S3
In this post, I’ll describe the results of some experiments I’ve been conducting recently regarding data transfer speed between Ray actors via object replication across […]
Accessing a custom Flask microservice from a Kubernetes ingress controller
In this post, I’ll show you how to set up an ingress controller on a local kubernetes cluster to access a service that exposes a […]
Passing the CKAD Exam
I took the Certified Kubernetes Application Developer (CKAD) exam on Feb 4 and passed it with a 75% score. The passing score is 66%. The […]
Deploying Ray on a local kubernetes cluster
In this post, I’ll show you how to run the Ray application covered in the previous post as a Kubernetes deployment running on a local […]
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 […]
Kernel SHAP
In this post, I will provide the math for eliminating the constraint on the sum of Shap (SHapley Additive exPlanations) values in the KernelSHAP algorithm […]
Building a Information Retrieval system based on the Covid-19 research challenge dataset: Part 3
In the first post of this series, we went through the ETL process used to transform a collection of papers/articles about Covid-19 and other infectious […]
Building a Information Retrieval system based on the Covid-19 research challenge dataset: Part 2
In the previous post, I showed you how the cord19q ETL system parses documents in the Covid-19 corpus into a SQLite database. In this post, […]
Building a Information Retrieval system based on the Covid-19 research challenge dataset: Part 1
In these series of posts, I’ll describe how I created an Information Retrieval system based on the documents released as part of the Covid-19 research […]
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 […]