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Shounak Chattopadhyay's Projects

bs3fa icon bs3fa

Bayesian partially Supervised Sparse and Smooth Factor Analysis (bs3fa)

combofm icon combofm

Machine learning framework for predicting the responses of drug combinations in pre-clinical studies, such as those based on cell lines or patient-derived cells.

cyclops icon cyclops

Cyclops (Cyclic coordinate descent for logistic, Poisson and survival analysis) is an R package for performing large scale regularized regressions.

eumaeus icon eumaeus

Evaluating Use of Methods for Adverse Event Under Surveillance (for vaccines)

fable icon fable

Code for implementing Factor Analysis with BLEssing of dimensionality (FABLE).

magiskonwsa icon magiskonwsa

Integrate Magisk root and Google Apps (OpenGApps) into WSA (Windows Subsystem for Android)

nn-dm icon nn-dm

Implements the Nearest Neighbor Dirichlet Mixture (NN-DM) algorithm for embarrassingly parallel pseudo-Bayesian density estimation.

pyro_tutorial icon pyro_tutorial

A tutorial on the basics of the pyro probabilistic programming language

said icon said

Implements Synergistic Antagonistic Interaction Detection (SAID) for modeling interactions between health effects of exposures.

sparsefactor icon sparsefactor

A Comparison of Bayesian Inference Tehcniques for Sparse Factor Models

stat-learning icon stat-learning

Notes and exercise attempts for "An Introduction to Statistical Learning"

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