Karthik Kannan's Projects
COVID19 data + modeling at the county-level + hospital-level.
Exposure indices derived from PlaceIQ movement data by Couture, Dingel, Green, Handbury, and Williams
http://cs224n.stanford.edu
Course notes for CS224N Winter17
Public facing notes page
Interactive webapp meant to be used as graph theory tutorials.
Data and code behind the stories and interactives at FiveThirtyEight
Data Science at the Command Line
code for Data Science From Scratch book
Notes associated with data workshop/primer session for Python, Unix, Git @UniFr
Public repository for course materials for the Data Science at Scale Specialization at Coursera
My datasets - Original data or Aggregated / cleaned / restructured existing datasets. Released here under Creative Commons B
A book covering the fundamentals of data visualization.
Material that I use for a variety of classes and tutorials
Repository for "Introduction to Artificial Neural Networks and Deep Learning: A Practical Guide with Applications in Python"
Projects and exercises for the latest Deep Learning ND program https://www.udacity.com/course/deep-learning-nanodegree--nd101
Jupyter notebooks for the code samples of the book "Deep Learning with Python"
Repo for the Deep Reinforcement Learning Nanodegree program
Deep Learning Cookbox
Deep Learning Tutorial notes and code. See the wiki for more info.
For 'Economics Development II' PhD seminar at CUNY Graduate Center. Generates docs at:
A TensorFlow implementation of the Differentiable Neural Computer.
ECON2125/8013 course files
Jupyter notebooks and python scripts for teaching economics. Interactive at:
Slides for A Primer in Econometric Theory
Code and notebooks for Econometric Theory
This repository contains the code that creates the dashboards references in the “Econometrics Sandbox” blogpost series publish in the Development Impact blog (https://blogs.worldbank.org/impactevaluations)