abess-team

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11 repositories

SLIDE
Public
[JASA] Reconstruct Ising Model with Global Optimality via SLIDE
ising-model spin coupling subset-selection sparse-learning binary-random-vector pseudo-likelihood
R
•0•1•0•0•Updated Oct 1, 2025Oct 1, 2025
PERMITS
Public
[JMLR] Simplex Constrained Sparse Optimization via Tail Screening
python simplex-method sparse-optimization
Python
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MIT License
•0•1•0•0•Updated Sep 8, 2025Sep 8, 2025
abess
Public
Fast Best-Subset Selection Library
python machine-learning r linear-regression scikit-learn high-dimensional-data feature-selection logistic-regression cox-regression principal-component-analysis
C++
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Other
•42•487•13•0•Updated Aug 28, 2025Aug 28, 2025
skscope-Fast-Sparsity-Constrained-Optimization-in-Python
Public
Reproducible materials for "[JMLR] skscope: Fast Sparsity-Constrained Optimization in Python"
python sparsity-optimization
C++
•0•1•0•0•Updated May 25, 2025May 25, 2025
skscope
Public
skscope: Sparse-Constrained OPtimization via itErative-solvers
scikit-learn nonlinear-optimization auto-differentiation jax sparsity-optimization non-convex-optimization python
Python
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MIT License
•16•332•8•0•Updated Oct 26, 2024Oct 26, 2024
skscope-reproducibility
Public
reproducibility code of skscope
Jupyter Notebook
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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
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
R
•0•6•0•1•Updated Jan 21, 2023Jan 21, 2023
mlr3extralearners
Public
Extra learners for use in mlr3.
R
•55•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
•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
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BSD 3-Clause "New" or "Revised" License
•5.5k•0•0•0•Updated Apr 13, 2022Apr 13, 2022