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A package for the sparse identification of nonlinear dynamical systems from data

model-discovery machine-learning dynamical-systems sparse-regression nonlinear-dynamics system-identification

Created 2019-05-10

2,004 commits to master branch, last one about a month ago

31

97

other

10

Efficient Algorithms for L0 Regularized Learning

l0learn regularization sparse-modeling machine-learning feature-selection l0-regularization sparse-regression compressed-sensing

Created 2017-10-21

588 commits to master branch, last one about a year ago

13

81

mit

7

Generalized Linear Regressions Models (penalized regressions, robust regressions, ...)

mlj elastic-net regressions julia-language lasso-regression ridge-regression regression-models robust-regression sparse-regression logistic-regression multinomial-regression

Created 2019-08-27

165 commits to dev branch, last one about a year ago