Deepak Karunakaran's repositories
AlienAbductions2
code for cs350
Cortexsys
Matlab and Octave GPU Accelerated Deep Learning Toolbox
DAT8
General Assembly's Data Science course in Washington, DC
DeepMind-Atari-Deep-Q-Learner
The original code from the DeepMind article + my tweaks
ds-for-telco
Source material for Data Science for Telecom Tutorial at Strata Singapore 2015
ibis
Big data the Pythonic way. Productivity-centric Python data analysis framework for Analytic SQL and Hadoop, with high performance extensions for Impala. Co-founded by the creator of pandas
List-of-neighboring-states-for-each-US-state
List of neighboring/bordering/adjacent states for each USA state
List-of-US-States
List of US States in various Rails friendly formats
NameDatabases
Text databases of last names from various countries
NYC-Crime-Data-Analysis
Inspired by the I Quant NYC blog
sklearn_pycon2015
Materials for my Pycon 2015 scikit-learn tutorial.
sparklingpandas
Pandas On PySpark(POPS)
stanford_dl_ex
Programming exercises for the Stanford Unsupervised Feature Learning and Deep Learning Tutorial
Theano-Tutorials
Bare bones introduction to machine learning from linear regression to convolutional neural networks using Theano.
udacity
Udacity (CS101, CS212, CS253, CS262, CS373, CS387) coursework (classwork, quizzes, homework, final exams, projects, contests)
vehicle-make-model-data
Vehicle Year, Make, and Model data in SQL, NoSQL data format since year 2001
viterbi-algorithm-animation
Viterbi Algorithm Illustration using an animation in Matplotlib
word2vec-sentiments
Tutorial for Sentiment Analysis using Doc2Vec in gensim (or "getting 87% accuracy in sentiment analysis in under 100 lines of code")
Zipfian-GSchool
12 Week Data Science Immersive