Tips for Data Analysis on a Remote Server
December 11, 2019
When working with large datasets, it’s common to perform the analysis on a compute cluster or on a powerful remote server. Here are a list of tips
Using Causality to Understand AI Systems Better
February 21, 2019
This article originally appeared on LinkedIn pulse.
Tools and Libraries for Causality
November 16, 2018
Here is a list of libraries, packages and tools for causal discovery and inference.
The Road to Strong AI (According to Judea Pearl)
October 28, 2018
This post is a brief summary of Judea Pearl’s paper “Theoretical Impediments to Machine Learning With Seven Sparks from the Causal Revolution”
Resources to get started on Causality
April 10, 2018
Here is a list of resources to get started on Causality, Causal Inference and Counterfactual Reasoning.
Distributional Similarity vs Distributed Representation
September 15, 2017
If you are an NLP beginner (like me), then it is common to come across the terms distributional similarity and distributed representation in the context of word embeddings.
How to use USB microphone with Android
September 7, 2017
I recently discovered the Sing! Smule Android app. Sing! is like a music social network of sorts - you can sing karaoke, either alone with others.
Algorithms for Causal Discovery
February 7, 2017
This article considers the problem of estimating the structure of the causal DAG given some observational data.
What is a 'Smart City' anyway?
October 14, 2016
In September 2015, CSTEP released a compendium of resources on Smart Cities.
Estimating Parameters in a Bayesian Network
September 23, 2016
In this article, I will describe how to find the maximum likelihood estimates for parameters of a Bayesian Network. Intutively, a Bayesian Network provides a way to capture dependecies between different variables that we are interested in.
Causal Library in Python: Part 1
September 23, 2016
In the ninth semester, we are required to work on a 12 credit project. My project is on building a python library for causal inference. I’m working on this with Chandan Yeshwanth.
Personalised Hotel Recommendations
June 23, 2016
My friends - Amit Gupta and Madhumathi K - and I, attempted the Expedia Hotel Recommendations challenge as part of the project for the Machine Learning course. Details about the competetion can be found here.
What's the Perfect Temperature? - The Politics of Indoor Air Temperature Control
October 24, 2015
“Can someone increase the temperature of the AC? It’s too cold!”
“What?! I’m practically sweating here! Don’t change the temperature.”