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11 repositories

abess
Public
Fast Best-Subset Selection Library
python machine-learning r
python machine-learning r linear-regression scikit-learn high-dimensional-data feature-selection logistic-regression ising-model cox-regression
C++
•
Other
•43•494•12•0•Updated Mar 15, 2026Mar 15, 2026
SLIDE
Public
[JASA] Reconstruct Ising Model with Global Optimality via SLIDE
ising-model spin coupling
ising-model spin coupling subset-selection sparse-learning binary-random-vector pseudo-likelihood
R
•0•1•0•0•Updated Dec 9, 2025Dec 9, 2025
PERMITS
Public
[JMLR] Simplex Constrained Sparse Optimization via Tail Screening
python simplex-method sparse-optimization
python simplex-method sparse-optimization
Python
•
MIT License
•0•1•0•0•Updated Sep 8, 2025Sep 8, 2025
skscope-Fast-Sparsity-Constrained-Optimization-in-Python
Public
Reproducible materials for "[JMLR] skscope: Fast Sparsity-Constrained Optimization in Python"
python sparsity-optimization
python sparsity-optimization
C++
•0•1•0•0•Updated May 25, 2025May 25, 2025
skscope
Public
skscope: Sparse-Constrained OPtimization via itErative-solvers
python scikit-learn nonlinear-optimization
python scikit-learn nonlinear-optimization auto-differentiation jax sparsity-optimization non-convex-optimization
Python
•
MIT License
•16•337•8•0•Updated Oct 26, 2024Oct 26, 2024
skscope-reproducibility
Public
reproducibility code of skscope
Jupyter Notebook
•
MIT License
•0•2•0•0•Updated Jul 29, 2023Jul 29, 2023
A-Splicing-Approach-to-Best-Subset-of-Groups-Selection
Public
high-dimensional-data group-selection best-subset-selection
high-dimensional-data group-selection best-subset-selection
R
•1•8•0•0•Updated Feb 13, 2023Feb 13, 2023
A-Polynomial-Algorithm-for-Best-Subset-Selection-Problem
Public
Reproducible materials for "[PNAS] A polynomial algorithm for best-subset selection problem"
polynomial-time best-subset-selection
polynomial-time best-subset-selection
R
•0•6•0•1•Updated Jan 21, 2023Jan 21, 2023
mlr3extralearners
Public
Extra learners for use in mlr3.
R
•68•0•0•0•Updated Jan 17, 2023Jan 17, 2023
abess-A-Fast-Best-Subset-Selection-Library-in-Python-and-R
Public
Reproducible materials for "abess: A Fast Best-Subset Selection Library in Python and R"
python cpp best-subset-selection
python cpp best-subset-selection
Python
•0•5•0•0•Updated Dec 10, 2022Dec 10, 2022
staged-recipes
Public
A place to submit conda recipes before they become fully fledged conda-forge feedstocks
Python
•
BSD 3-Clause "New" or "Revised" License
•5.9k•0•0•0•Updated Apr 13, 2022Apr 13, 2022

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11 repositories

abess

SLIDE

PERMITS

skscope-Fast-Sparsity-Constrained-Optimization-in-Python

skscope

skscope-reproducibility

A-Splicing-Approach-to-Best-Subset-of-Groups-Selection

A-Polynomial-Algorithm-for-Best-Subset-Selection-Problem

mlr3extralearners

abess-A-Fast-Best-Subset-Selection-Library-in-Python-and-R

staged-recipes

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Repositories list

11 repositories