Karthik Kannan's Projects
a simple R implementation of variational inference for LDA
Creating Portable Environments with Docker and Singularity
Socially-primed LSTM model to predict intercommunity conflict on Reddit.
Software Carpentry introduction to SQL for novices.
Course materials for Sta 101 - Spring 2016 semester at Duke University
VIP cheatsheets for Stanford's CS 229 Machine Learning
Python solutions to the problem sets of Stanford's graduate course on Machine Learning, taught by Prof. Andrew Ng
Main repository for STAT 545 @ University of British Columbia, a course in data wrangling, exploration, and analysis with R.
Code and data associated with the book "Statistics for Data Scientists: 50 Essential Concepts"
Readings in applied data science
Statsmodels: statistical modeling and econometrics in Python
MACS 40200 (Winter 2020): Structural Estimation
Material for the Montréal Deep Learning Summer School 2017
Tidy approaches with raster.
A LaTeX Template for Economics Papers
TensorFlow Tutorial and Examples for beginners
Text and code for the second edition of Think Bayes, by Allen Downey.
Code for Allen Downey's book Think Complexity, published by O'Reilly Media.
Book and code for Think Complexity, 2nd edition
LaTeX source and supporting code for Think Python, 2nd edition, by Allen Downey.
Text and supporting code for Think Stats, 2nd Edition
Manuscript of the book "Tidy Text Mining with R" by Julia Silge and David Robinson
A tidy API for graph manipulation
A list of popular github projects related to deep learning
pytorch implementation of BLP'95
we try to solve the problem of ‘Maximum Network Coverage’ for University of Minnesota wireless network domain.
Exploring word2vec embeddings as a graph of nearest neighbors