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scikit-learn-contrib
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lightning
Large-scale linear classification, regression and ranking in Python
https://contrib.scikit-learn.org/lightning/
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Documentation update
#52
fabianp
closed
8 years ago
18
FIX: compile on windows require to link against Advapi32.
#51
fabianp
closed
8 years ago
1
Include .pxd files in distribution
#50
fabianp
closed
8 years ago
1
[MRG] FIX: bug in lagged updates for L1 regularization
#49
fabianp
closed
8 years ago
8
loss_fast.MulticlassLog segfault
#48
fabianp
opened
8 years ago
0
sigma was not actually set to the user specified value.
#47
fabianp
closed
8 years ago
1
Make README python3 compatible
#46
fabianp
closed
8 years ago
0
Added travis sticker to README
#45
fabianp
closed
8 years ago
1
[MRG] travils YML file
#44
fabianp
closed
8 years ago
1
L1-constrained regression using Frank-Wolfe
#43
mblondel
opened
8 years ago
11
[MRG] estimated step size for SAG* objects
#42
fabianp
closed
8 years ago
3
Added a ranking example
#41
nlaptev
opened
9 years ago
0
[MRG] Just in time SAGA.
#40
zermelozf
closed
9 years ago
24
How to specify groups for the group lasso penalty?
#39
fabianp
opened
9 years ago
4
[WIP] Adding prox capability to SAGA.
#38
zermelozf
closed
9 years ago
31
[WIP] Initial implementation of SAGA
#37
fabianp
closed
9 years ago
8
FIX for SAG with sparse samples.
#36
fabianp
closed
9 years ago
14
Some fixes for Python3 compatibility.
#35
fabianp
closed
9 years ago
4
Implementation of SAGA
#34
fabianp
closed
8 years ago
3
SAG incorrect with sparse data
#33
mblondel
closed
9 years ago
1
Fix l_2 regularization Prox
#32
daniel-vainsencher
closed
9 years ago
2
Confusion regarding installation.
#31
darshanime
closed
9 years ago
6
Add Frobenius norm to loss function and penalty functions
#30
eleijonmarck
closed
9 years ago
1
Make class links clickable in introduction
#29
mblondel
opened
9 years ago
4
Continuous integration
#28
mblondel
closed
8 years ago
1
Penalty aliases
#27
mblondel
opened
9 years ago
1
Target Python 3
#26
jseabold
closed
9 years ago
2
Automatic step size in SVRG
#25
mblondel
opened
9 years ago
1
SGD-based warm start in SDCA / SAG / SVRG
#24
mblondel
opened
9 years ago
0
Add SAG and/or SAGA
#23
mblondel
closed
8 years ago
1
Parallelize gradient computation in loss_fast.pyx
#22
mblondel
opened
9 years ago
0
Add LBFGS based solver
#21
mblondel
opened
9 years ago
0
Add greedy coordinate selection in primal_cd
#20
mblondel
opened
9 years ago
0
Add non-uniform randomized coordinate selection in primal_cd
#19
mblondel
opened
9 years ago
0
Multi-class predict_proba
#18
amueller
opened
10 years ago
2
FIX: Make RandomState picklable
#17
MechCoder
closed
10 years ago
5
CDClassifier does not converge
#16
pprett
closed
10 years ago
4
FIX: Make Datasets picklable using __reduce__
#15
MechCoder
closed
10 years ago
5
ENH: Lightning seems to be slow when `loss=log`
#14
MechCoder
closed
10 years ago
4
[MRG] Parallelize OvR method in primal_cd
#13
MechCoder
closed
10 years ago
37
Remove `intercept_` attribute?
#12
MechCoder
closed
10 years ago
17
FIX: Raise error for non-elastic net penalties and when multiclass is True
#11
MechCoder
closed
10 years ago
1
Set `warm_start=True` by default
#10
MechCoder
closed
10 years ago
7
'CDRegressor' object has no attribute 'kernel'
#9
pprett
closed
10 years ago
2
PIP Installation
#8
chrisspen
closed
10 years ago
5
Segmentation fault at the end of fit when debiasing with l1/l2
#7
vene
closed
11 years ago
4
fit_transform issue
#6
Raz0r
closed
12 years ago
1
install datasets (properly)
#5
Raz0r
closed
12 years ago
1
install datasets
#4
Raz0r
closed
12 years ago
3
Issues with examples
#3
Raz0r
closed
11 years ago
2
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