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JuliaAI
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MLJLinearModels.jl
Generalized Linear Regressions Models (penalized regressions, robust regressions, ...)
MIT License
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possible test failure in upcoming Julia version 1.5
#59
rfourquet
closed
4 years ago
1
Multinomial regressor requires integer categories, and greater than zero
#58
aquaresima
closed
2 years ago
1
For O.3.2 release
#57
ablaom
closed
4 years ago
3
bump [compat] MLJModelInterface = "^0.1,^0.2"
#56
ablaom
closed
4 years ago
0
Bump [compat] MLJModelInterface="^0.1,^0.2"
#55
ablaom
closed
4 years ago
1
Feature Requests
#54
azev77
opened
4 years ago
3
Remove tables compat
#53
tlienart
closed
4 years ago
1
Docs
#52
tlienart
closed
4 years ago
0
Using the Light Interface
#51
tlienart
closed
4 years ago
1
Update [compat] MLJBase="^0.10" (or higher if now appropriate)
#50
ablaom
closed
4 years ago
1
Expose more of iterativesolvers' options (eg LMSR, LSQR, etc)
#49
tlienart
opened
4 years ago
0
SGJ comment
#48
tlienart
opened
4 years ago
0
Allow `rng` keyword as alias to `seed`
#47
tlienart
opened
4 years ago
0
Example of logistic regression
#46
flip111
closed
4 years ago
6
Symstr
#45
tlienart
closed
4 years ago
1
fix default solver for robust regression, MLJ issue 401
#44
tlienart
closed
4 years ago
1
Add possibility to take symbols to match sklearn
#43
tlienart
closed
4 years ago
0
updating MLJBase bound and tests
#42
tlienart
closed
4 years ago
1
Cyanure (Python)
#41
tlienart
opened
4 years ago
0
Update to MLJBase 0.9
#40
ablaom
closed
4 years ago
0
RidgeCV, can also use Hessenberg factorisation
#39
tlienart
closed
4 years ago
1
add possibility to specify qr/chol in analytical
#38
tlienart
opened
4 years ago
0
Bump [compat] MLJBase="^0.8.1"
#37
ablaom
closed
4 years ago
1
LOOCV / GCV for ridge / logistic
#36
tlienart
opened
4 years ago
0
Fwd / Backward selection + regression metrics
#35
tlienart
opened
4 years ago
0
Interface with MLJ
#34
tlienart
closed
4 years ago
0
Explain that all models are deterministic and can wrap if required
#33
tlienart
opened
4 years ago
0
Types workflow
#32
tlienart
opened
4 years ago
0
Penalizeintercept
#31
tlienart
closed
4 years ago
1
Expose example creation
#30
tlienart
opened
4 years ago
0
Benchmarking etc
#29
tlienart
closed
4 years ago
1
Performance benchmarking (base)
#28
tlienart
opened
4 years ago
0
Add option to toggle penalty of intercept term
#27
tlienart
closed
4 years ago
0
Offer use of lsqr for Ridge (?)
#26
tlienart
opened
4 years ago
0
Malloc
#25
tlienart
closed
4 years ago
1
NewtonCG is too slow
#24
tlienart
opened
4 years ago
0
Add tests vs rlm
#23
tlienart
opened
4 years ago
0
FISTA with robust
#22
tlienart
closed
4 years ago
1
Other penalties
#21
tlienart
opened
4 years ago
0
Add tests for other quantiles vs quantreg
#20
tlienart
opened
4 years ago
0
Add precise tests for all d* functions
#19
tlienart
closed
4 years ago
0
Reduce allocations more by keeping a cache
#18
tlienart
closed
4 years ago
0
Documentation
#17
tlienart
opened
4 years ago
4
ADMM/FADMM
#16
tlienart
opened
4 years ago
0
Stochastic solvers
#15
tlienart
opened
4 years ago
0
Performance benchmarking (fit)
#14
tlienart
opened
4 years ago
0
cleaning up tests + comp to quantreg
#13
tlienart
closed
4 years ago
1
Tests LAD/Quantile against R package
#12
tlienart
closed
4 years ago
0
Either remove or test (F)ADMM on simpler problem
#11
tlienart
closed
4 years ago
0
Improved solvers
#10
tlienart
opened
4 years ago
0
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