kartechbabu
Assistant Professor of ITOM, Cox School of Business, Southern Methodist University
Southern Methodist UniversityDallas, GA
Pinned Repositories
2016-11-14-reproducible-undergrad-stats
Slides and other materials for the "Weaving reproducibility through the undergraduate statistics curriculum" ASA Webinar
2018_eRum_TextClassification_workshop
adv-r
Advanced R programming: a book
agusmakmun.github.io
:muscle: My Stack Problems - Jekyll Theme
arcgis-python-api
Documentation and samples for ArcGIS API for Python
arcpy_for_socialscientists
ArcPy Tutorials for Social Scientists
aside
Send a long R job to be run aside
lime
Local Interpretable Model-Agnostic Explanations (R port of original Python package)
python-webscraping-workshop
In this course you will learn the basics of Python programming as well as the details on how to program a web-scraper. A web-scraper is a small program that automatically opens websites and searches for specified data.
kartechbabu's Repositories
kartechbabu/imbalanced-learn
Python module to perform under sampling and over sampling with various techniques.
kartechbabu/PythonDataScienceHandbook
Python Data Science Handbook: full text in Jupyter Notebooks
kartechbabu/courses
fast.ai Courses
kartechbabu/playground
Play with neural networks!
kartechbabu/tabularaster
Tidy approaches with raster.
kartechbabu/gt-css-class
Georgia Tech graduate seminar on computational social science
kartechbabu/MCPanel
Matrix Completion Methods for Causal Panel Data Models
kartechbabu/aside
Send a long R job to be run aside
kartechbabu/numerical-linear-algebra
Free online textbook of Jupyter notebooks for fast.ai Computational Linear Algebra course
kartechbabu/John-Rust-1987-Python
Recreation of the "Optimal Replacement of GMC Bus Engines" paper by J. Rust, describing a single-agent dynamic optimization model.
kartechbabu/causalTree
Working repository for Causal Tree and extensions
kartechbabu/awesome-courses
:books: List of awesome university courses for learning Computer Science!
kartechbabu/statsmodels
Statsmodels: statistical modeling and econometrics in Python
kartechbabu/cs224n-winter17-notes
Course notes for CS224N Winter17
kartechbabu/BLP-Python
BLP-Python provides an implementation of random coefficient logit model of Berry, Levinsohn and Pakes (1995)
kartechbabu/summerschool2017
Material for the Montréal Deep Learning Summer School 2017
kartechbabu/DiscreteOpt
kartechbabu/econometric_theory_slides
Slides for A Primer in Econometric Theory
kartechbabu/cs231n.github.io
Public facing notes page
kartechbabu/awesome
:sunglasses: Curated list of awesome lists
kartechbabu/awesome-deep-learning
A curated list of awesome Deep Learning tutorials, projects and communities.
kartechbabu/Axelrod
A research tool for the Iterated Prisoner's Dilemma
kartechbabu/Probabilistic-Programming-and-Bayesian-Methods-for-Hackers
aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)
kartechbabu/machine_learning_examples
A collection of machine learning examples and tutorials.
kartechbabu/DeepLearningTutorials
Deep Learning Tutorial notes and code. See the wiki for more info.
kartechbabu/data
Data and code behind the stories and interactives at FiveThirtyEight
kartechbabu/pattern_classification
A collection of tutorials and examples for solving and understanding machine learning and pattern classification tasks
kartechbabu/intro-to-sql
Girl Develop It Intro to SQL
kartechbabu/gensim
Topic Modelling for Humans
kartechbabu/ThinkComplexity2
Book and code for Think Complexity, 2nd edition