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Top 4 sparse-regression open source projects
L0Learn
Efficient Algorithms for L0 Regularized Learning
✭ 74
C++
r
M4
machine-learning
compressed-sensing
feature-selection
regularization
sparse-regression
sparse-modeling
l0learn
l0-regularization
sparsereg
a collection of modern sparse (regularized) linear regression algorithms.
✭ 55
python
linear-regression
regression-models
sparse-regression
efs
boats
ffx
sindy
SLOPE
Sorted L1 Penalized Estimation
✭ 16
r
C++
sparse-regression
slope
generalized-linear-models
SparseRegression.jl
Statistical Models with Regularization in Pure Julia
✭ 37
julia
statistical-learning
regularization
sparse-regression
linear-models
statistical-models
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4
sparse-regression projects