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 […]
Articles by ankur6ue
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 […]
Grand Canyon Rafting Trip Aug 2020
In this post, I’ll describe my experiences on a recently concluded 6 day, 5 night rafting trip down the Colorado river in the Grand Canyon […]
Low calorie diet
I’ve been thinking of writing about this for a while now, and today being a low wind day at the OBX seems to be good […]
OBX – June 2020
In this post, I’ll describe the highlights of the OBX trip (that I’m currently on, hence the present tense) with my friends Haley and Tom. […]
Paronychia
In this post, I’ll be talking about a finger infection I caught recently. It is purely a personal experience and the description and pictures may […]
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 […]