lasso topic
quantified-sleep
Quantified Sleep: Machine learning techniques for observational n-of-1 studies.
gisteam
⚡️ Fast server side rendering code beautifier, minifier, pastebin, encoder/decoder and hash generator ⚡️
models-by-example
By-hand code for models and algorithms. An update to the 'Miscellaneous-R-Code' repo.
GDLibrary
Matlab library for gradient descent algorithms: Version 1.0.1
SparseGDLibrary
MATLAB library of gradient descent algorithms for sparse modeling: Version 1.0.3
Inpainting
Image inpainting via dictionary learning and sparse representation.
RISKIM
Assets' Risk Management Using Mean-Variance Opt Based On Mult-Factors Trending Prediction
cr-sparse
Functional models and algorithms for sparse signal processing
detection-estimation-learning
Python notebooks for my graduate class on Detection, Estimation, and Learning. Intended for in-class demonstration. Notebooks illustrate a variety of concepts, from hypothesis testing to estimation to...
pyglmnet
Python implementation of elastic-net regularized generalized linear models