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Karthik Kannan's Projects

simplelda-r icon simplelda-r

a simple R implementation of variational inference for LDA

social-lstm icon social-lstm

Socially-primed LSTM model to predict intercommunity conflict on Reddit.

sta101-s16 icon sta101-s16

Course materials for Sta 101 - Spring 2016 semester at Duke University

stanford-cs229 icon stanford-cs229

Python solutions to the problem sets of Stanford's graduate course on Machine Learning, taught by Prof. Andrew Ng

stat545-ubc.github.io icon stat545-ubc.github.io

Main repository for STAT 545 @ University of British Columbia, a course in data wrangling, exploration, and analysis with R.

statsmodels icon statsmodels

Statsmodels: statistical modeling and econometrics in Python

thinkbayes2 icon thinkbayes2

Text and code for the second edition of Think Bayes, by Allen Downey.

thinkcomplexity icon thinkcomplexity

Code for Allen Downey's book Think Complexity, published by O'Reilly Media.

thinkpython2 icon thinkpython2

LaTeX source and supporting code for Think Python, 2nd edition, by Allen Downey.

thinkstats2 icon thinkstats2

Text and supporting code for Think Stats, 2nd Edition

tidy-text-mining icon tidy-text-mining

Manuscript of the book "Tidy Text Mining with R" by Julia Silge and David Robinson

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