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guillermo-navas-palencia
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optbinning
Optimal binning: monotonic binning with constraints. Support batch & stream optimal binning. Scorecard modelling and counterfactual explanations.
http://gnpalencia.org/optbinning/
Apache License 2.0
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Bin collapse
#321
AffDk
opened
2 weeks ago
3
Add plot at BinningProcess level
#320
bmreiniger
opened
3 weeks ago
0
Modify check on split_digits to allow for negative numbers
#319
ijwok
opened
1 month ago
0
The feature of numpy parallel can improve the efficiency of variable transform
#318
cfkstat
closed
1 month ago
1
Trouble with serializing binning table to JSON
#317
tomcortenRQ
opened
1 month ago
1
Better handling dtypes
#316
lcrmorin
opened
2 months ago
2
Add multiple graph option
#315
lcrmorin
opened
2 months ago
5
Randomness in the binning : Getting Different Bins each time
#314
priyankamishra31
opened
2 months ago
5
BinningProcess Behavior Mismatch with OptimalBinning for same Settings
#313
jnsofini
opened
2 months ago
1
Can optbinning really work with multi-class classification? and build scorecard model using Scorecard() function?
#312
juyjuyy
closed
2 months ago
1
Result of default OptimalBinning is worse compare with the one that has more restrictions
#311
nic9lif3
closed
3 months ago
1
Random binning outputs generated
#310
lx0531
closed
3 months ago
2
Passing manual bins into BinningProcess
#309
rupakbanerjee77
closed
3 months ago
2
How to fix the number of bins equal to the number of categories
#308
josp70
closed
3 months ago
2
Selection criterion parameter _selection_criteria_ set to IV throws error for binning with continuous target
#307
jnsofini
opened
3 months ago
1
BinningProcess support for OptimalBinning 2D
#306
jnsofini
opened
3 months ago
0
Issue 303 allow kwargs for savefig
#304
josp70
closed
3 months ago
0
Axis labels are cut off when saving the table plot to a file
#303
josp70
closed
3 months ago
2
Possible to upgrade the dependency?
#302
skwskwskwskw
closed
3 months ago
1
quantile method fails for integer valued X
#301
dmitry-lesnik
closed
4 months ago
1
Question : How does OptBinning handle variables/features of DateTime Datatype ?
#300
priyankamishra31
opened
4 months ago
1
Randomness in the binning : Getting Different Bins each time
#299
priyankamishra31
closed
3 months ago
7
Release 0.19.0
#298
guillermo-navas-palencia
closed
5 months ago
0
Expose monotonic trend analysis to summary table.
#297
chunqishi
opened
5 months ago
4
type_of_target are not proper to decide multiclass vs continuous
#296
chunqishi
opened
6 months ago
2
plot savefig issue
#295
SandipKhaire
closed
6 months ago
1
Count % on WOE plot
#294
SandipKhaire
closed
5 months ago
2
For different special values ,how to assign different metric_special value?
#293
SandipKhaire
opened
6 months ago
1
WoE monotonicity prediction with ML
#292
alexliap
closed
5 months ago
1
Transform calculates WoE=0 for special_codes
#291
combiz
closed
5 months ago
2
Get IV of each feature after applying MulticlassOptimalBinning in multiclass dataset (>2 labels)
#290
juyjuyy
closed
5 months ago
6
fix: Reuse pd.DataFrame index in _transform
#287
gtnx
closed
7 months ago
1
Keep pandas.DataFrame index in `_transform` method
#286
gtnx
closed
7 months ago
3
Error: Fixed user_splits are removed because produce pure prebins
#285
ben-herbst
closed
7 months ago
2
Negative values can lead to Scorecard failure
#284
dslove
closed
7 months ago
2
Extract p-value information from the BinningTable object
#283
at621
opened
7 months ago
1
BinningProcess in Pipeline and cross-validation (GridSearchCV)
#282
max-franceschi
closed
7 months ago
4
Add plot metric
#281
alexliap
closed
7 months ago
4
MulticlassBinningTable WoE
#280
alexliap
closed
7 months ago
1
Adjust plot size
#279
alexliap
closed
7 months ago
4
Insert argument to adjust plot size in BinningTable class
#278
alexliap
closed
8 months ago
0
Read/save bins Issue #96
#277
alexliap
closed
5 months ago
9
python setup.py install not completing
#276
alexliap
closed
7 months ago
2
Option to force continuous target type in BinningProcess
#275
goto-loop
closed
7 months ago
1
Shapely values on Scorecard object
#274
hermanashley
closed
7 months ago
4
Use np.empty/zeros dtype arg instead of astype'ing
#273
bmreiniger
closed
7 months ago
1
Fast, greedy solver?
#272
patricksurry
closed
7 months ago
2
Fix BinningProcess's binning_transform_params="bins"
#271
bmreiniger
closed
7 months ago
0
RuntimeWarning: invalid value encountered in cast n_zeros = np.empty(n_bins).astype(np.int64)
#270
max-franceschi
closed
7 months ago
6
Feature Request : 2D Binning when one of the features is missing.
#269
phruekc
opened
9 months ago
1
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