Debabrota-Basu

marich

Marich is a model-agnostic extraction algorithm. It uses a public data to query a private model, aggregates the predicted labels, and construct a distributionall equivalent/max-information leaking extracted model.

rCOREIL-Learning-to-Tune-Databases

data-science-ipython-notebooks

Continually updated Data Science Python Notebooks: Spark, Hadoop MapReduce, HDFS, AWS, Kaggle, scikit-learn, matplotlib, pandas, NumPy, SciPy, and various command lines.

debabrota-basu.github.io

dqn

Lua/Torch implementation of DQN (Nature, 2015)

julia

The Julia Language: A fresh approach to technical computing.

opentuner

An extensible framework for program autotuning

Projects

Trying to complete over 100 projects in various categories in Python. Fork to learn any new language.

QBelMan

QBelMan is a repository to simulate several algorithms for queueing bandit problems, like Thompson sampling (ThS), UCB, BelMan, QBelMan, Q-UCB, and Q-ThS. The queueing bandit problem tries to match the queues and servers, with unknown arrival and service rates, in order to achive minimum queue length in hold.