JuliaAI/MLJLinearModels.jl

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

Stars: 86
Forks: 15
Open beginner issues: 0
Indexed issues: 45

Dominant language: Julia
License: MIT
Last GitHub push: Aug 16, 2026
Latest indexed: Sep 18, 2026
Contributing guide: No contributing guide
Code of conduct: No code of conduct
Beginner labels: help wanted
PR merge metrics: No merged PRs in 30d

Beginner friendly Everything

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45 open issues indexed

Remove PyCall as a test dependency by factoring out python model runs Open

Difficulty 4/5 3-5 days Newbie friendliness 58/100

JuliaAI/MLJLinearModels.jl#180 · Opened Jul 1, 2026
Add multitarget versions of the models Open

help wanted

Difficulty 5/5 Over a week Newbie friendliness 25/100

JuliaAI/MLJLinearModels.jl#163 · 4 comments · Opened Oct 30, 2025
Warning: f_tol is deprecated. Open

Difficulty 2/5 1-3 hours Newbie friendliness 45/100

JuliaAI/MLJLinearModels.jl#160 · 1 comment · Opened Apr 28, 2025
API to construct MLJ-proper model from standalone model Open

Difficulty 3/5 1-2 days Newbie friendliness 42/100

JuliaAI/MLJLinearModels.jl#159 · 3 comments · Opened Apr 1, 2024
multiobjective OLS Open

Difficulty 5/5 Over a week Newbie friendliness 25/100

JuliaAI/MLJLinearModels.jl#157 · Opened Mar 5, 2024
Hardcoding of `Float64` in loss Open

Difficulty 3/5 1-2 days Newbie friendliness 35/100

JuliaAI/MLJLinearModels.jl#156 · 1 comment · Opened Feb 28, 2024
generalized / group lasso Open

Difficulty 5/5 Over a week Newbie friendliness 20/100

JuliaAI/MLJLinearModels.jl#153 · 1 comment · Opened Oct 3, 2023
box (or just positive) constraints on enet OLS Open

Difficulty 5/5 Over a week Newbie friendliness 25/100

JuliaAI/MLJLinearModels.jl#152 · 4 comments · Opened Oct 3, 2023
Expand docs to include cut and past examples for different Regressors Open

Difficulty 3/5 1-2 days Newbie friendliness 35/100

JuliaAI/MLJLinearModels.jl#150 · 3 comments · Opened Aug 31, 2023
Add MLJTestInterface tests Open

Difficulty 3/5 1-2 days Newbie friendliness 30/100

JuliaAI/MLJLinearModels.jl#142 · Opened Feb 1, 2023
Test proxgrad with gamma=0 Open

Difficulty 2/5 1-3 hours Newbie friendliness 35/100

JuliaAI/MLJLinearModels.jl#140 · 1 comment · Opened Feb 1, 2023
Add MLJ compliant doc strings to all models Open

Difficulty 4/5 3-5 days Newbie friendliness 25/100

JuliaAI/MLJLinearModels.jl#135 · Opened Jan 20, 2023
Ncvreg wrapper Open

Difficulty 5/5 Over a week Newbie friendliness 25/100

JuliaAI/MLJLinearModels.jl#127 · 1 comment · Opened Sep 12, 2022
Docs for L1+std Open

documentation

Difficulty 2/5 1-3 hours Newbie friendliness 45/100

JuliaAI/MLJLinearModels.jl#117 · 1 comment · 1 reaction · Opened Mar 8, 2022
Use AverageLoss Open

enhancement

Difficulty 5/5 Over a week Newbie friendliness 20/100

JuliaAI/MLJLinearModels.jl#110 · Opened Jan 10, 2022
Comparing`fit!` and `evaluate!` for `LogisticClassifier` with scikit-learn Open

Difficulty 4/5 3-5 days Newbie friendliness 25/100

JuliaAI/MLJLinearModels.jl#98 · 12 comments · Opened May 22, 2021
Example usage Open

Difficulty 2/5 1-3 hours Newbie friendliness 25/100

JuliaAI/MLJLinearModels.jl#87 · Opened Dec 29, 2020
Other package (R) with Adaptive Lasso and SCAD that may be of use Open

Difficulty 5/5 Over a week Newbie friendliness 25/100

JuliaAI/MLJLinearModels.jl#75 · 1 comment · 1 reaction · Opened May 24, 2020
Add benchmarks Open

Difficulty 4/5 3-5 days Newbie friendliness 35/100

JuliaAI/MLJLinearModels.jl#72 · Opened May 18, 2020
Use fghv! in Hv! for MultinomialLoss Open

performances

Difficulty 3/5 1-2 days Newbie friendliness 38/100

JuliaAI/MLJLinearModels.jl#66 · Opened May 12, 2020
Feature Requests Open

Difficulty 5/5 Over a week Newbie friendliness 15/100

JuliaAI/MLJLinearModels.jl#54 · 3 comments · 1 reaction · Opened Mar 2, 2020
Expose more of iterativesolvers' options (eg LMSR, LSQR, etc) Open

Difficulty 5/5 Over a week Newbie friendliness 15/100

JuliaAI/MLJLinearModels.jl#49 · 1 reaction · Opened Jan 20, 2020
SGJ comment Open

Difficulty 5/5 Over a week Newbie friendliness 10/100

JuliaAI/MLJLinearModels.jl#48 · Opened Jan 17, 2020
Allow `rng` keyword as alias to `seed` Open

Difficulty 2/5 1-3 hours Newbie friendliness 42/100

JuliaAI/MLJLinearModels.jl#47 · Opened Jan 5, 2020
Cyanure (Python) Open

Difficulty 5/5 Over a week Newbie friendliness 15/100

JuliaAI/MLJLinearModels.jl#41 · Opened Dec 19, 2019
add possibility to specify qr/chol in analytical Open

Difficulty 4/5 3-5 days Newbie friendliness 30/100

JuliaAI/MLJLinearModels.jl#38 · Opened Nov 21, 2019
LOOCV / GCV for ridge / logistic Open

API enhancement high priority

Difficulty 5/5 Over a week Newbie friendliness 20/100

JuliaAI/MLJLinearModels.jl#36 · Opened Nov 13, 2019
Fwd / Backward selection + regression metrics Open

Difficulty 5/5 Over a week Newbie friendliness 20/100

JuliaAI/MLJLinearModels.jl#35 · Opened Nov 12, 2019
Explain that all models are deterministic and can wrap if required Open

Difficulty 3/5 1-2 days Newbie friendliness 25/100

JuliaAI/MLJLinearModels.jl#33 · Opened Oct 14, 2019
Types workflow Open

Difficulty 3/5 1-2 days Newbie friendliness 35/100

JuliaAI/MLJLinearModels.jl#32 · Opened Oct 14, 2019
Expose example creation Open

Difficulty 2/5 1-3 hours Newbie friendliness 35/100

JuliaAI/MLJLinearModels.jl#30 · Opened Sep 28, 2019
Performance benchmarking (base) Open

Difficulty 4/5 3-5 days Newbie friendliness 35/100

JuliaAI/MLJLinearModels.jl#28 · Opened Sep 13, 2019
Offer use of lsqr for Ridge (?) Open

Difficulty 4/5 3-5 days Newbie friendliness 25/100

JuliaAI/MLJLinearModels.jl#26 · Opened Sep 2, 2019
NewtonCG is too slow Open

performances

Difficulty 5/5 Over a week Newbie friendliness 25/100

JuliaAI/MLJLinearModels.jl#24 · Opened Aug 31, 2019
Add tests vs rlm Open

benchmarks tests

Difficulty 3/5 1-2 days Newbie friendliness 35/100

JuliaAI/MLJLinearModels.jl#23 · Opened Aug 30, 2019
Other penalties Open

enhancement low priority

Difficulty 5/5 Over a week Newbie friendliness 20/100

JuliaAI/MLJLinearModels.jl#21 · Opened Aug 30, 2019
Add tests for other quantiles vs quantreg Open

benchmarks high priority tests

Difficulty 3/5 1-2 days Newbie friendliness 25/100

JuliaAI/MLJLinearModels.jl#20 · Opened Aug 30, 2019
Documentation Open

long-term

Difficulty 4/5 3-5 days Newbie friendliness 25/100

JuliaAI/MLJLinearModels.jl#17 · 4 comments · Opened Aug 30, 2019
ADMM/FADMM Open

investigate long-term low priority

Difficulty 5/5 Over a week Newbie friendliness 20/100

JuliaAI/MLJLinearModels.jl#16 · Opened Aug 30, 2019
Stochastic solvers Open

long-term low priority

Difficulty 5/5 Over a week Newbie friendliness 18/100

JuliaAI/MLJLinearModels.jl#15 · Opened Aug 30, 2019
Performance benchmarking (fit) Open

long-term

Difficulty 5/5 Over a week Newbie friendliness 25/100

JuliaAI/MLJLinearModels.jl#14 · Opened Aug 30, 2019
Improved solvers Open

long-term

Difficulty 5/5 Over a week Newbie friendliness 18/100

JuliaAI/MLJLinearModels.jl#10 · Opened Aug 29, 2019
Option to scale loss by `n` Open

API enhancement low priority

Difficulty 5/5 Over a week Newbie friendliness 25/100

JuliaAI/MLJLinearModels.jl#7 · Opened Aug 27, 2019
Other models / solvers Open

low priority

Difficulty 5/5 Over a week Newbie friendliness 20/100

JuliaAI/MLJLinearModels.jl#6 · Opened Aug 27, 2019
Try adding on the fly scale estimation Open

enhancement low priority

Difficulty 5/5 Over a week Newbie friendliness 25/100

JuliaAI/MLJLinearModels.jl#2 · Opened Aug 27, 2019

JuliaAI/MLJLinearModels.jl

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