Mathusuthan Kannan's repositories
aerosolve
A machine learning package built for humans.
fbpca
Fast Randomized PCA/SVD
optunity
optimization routines for hyperparameter tuning
smile
Statistical Machine Intelligence & Learning Engine
understanding-random-forests
Repository of Gilles Louppe's thesis "Understanding Random Forests"
cs571
Natural Language Processing.
awesome-random-forest
Random Forest - a curated list of resources regarding random forest
qb
QANTA quiz bowl system
seldon-server
Enterprise machine learning platform for prediction and recommendation on Apache Spark.
capstone
Capstone project for Galvanize Data Science Immersive
kaggle
A collection of Kaggle solutions. Not very polished.
brushfire
Distributed decision tree ensemble learning in Scala
shotgun
Notes and Code on Resampling Statistics
javaplex
Persistent Homology and Topological Data Analysis Library
probabilistic-graphical-models
Model Based Machine Learning using PGM
optimizt
Notes and Code on Optimization from the ground-up
Conjecture
Scalable Machine Learning in Scalding
mathkann.github.io
Content for my blog
pydata-projects
Python Data Projects
Kaggle_CrowdFlower
1st Place Solution for Search Results Relevance Competition on Kaggle (https://www.kaggle.com/c/crowdflower-search-relevance)
pythoneer
this & that , mostly Python code
hyperopt
Distributed Asynchronous Hyperparameter Optimization in Python
data-algorithms-book
MapReduce and Spark Source Code and Scripts for Data Algorithms Book
pelican-bootstrap3
Bootstrap 3 theme for Pelican
ex-machina
Machine Learning Algorithms
Spearmint
Spearmint Bayesian optimization codebase
func-prog
Functional Programming in various Functional Languages
probabilistic-programming
Machine Learning & Inference via Probabilistic Models