guillermo-navas-palencia/optbinning
Optimal binning: monotonic binning with constraints. Support batch & stream optimal binning. Scorecard modelling and counterfactual explanations.
PythonApache-2.0
Issues
- 0
RuntimeWarning: invalid value encountered in log
#330 opened by karpenk - 13
How to resolve the optbinning issue
#328 opened by Jagadeesha89 - 2
- 1
woe of the nulls is swapped with that of the special
#325 opened by AffDk - 0
Legend missing in ScorecardMonitoring.psi_plot()
#327 opened by gollolino - 3
Bin collapse
#321 opened by AffDk - 0
Summary statistics could be incorrect when using
#324 opened by diegodebrito - 0
min_bin_size and max_bin_size not working when using sample_weight in ContinuousOptimalBinning
#323 opened by diegodebrito - 1
The feature of numpy parallel can improve the efficiency of variable transform
#318 opened by cfkstat - 0
- 1
Trouble with serializing binning table to JSON
#317 opened by tomcortenRQ - 5
Add multiple graph option
#315 opened by lcrmorin - 2
Better handling dtypes
#316 opened by lcrmorin - 5
- 1
- 7
- 1
Can optbinning really work with multi-class classification? and build scorecard model using Scorecard() function?
#312 opened by juyjuyy - 2
Random binning outputs generated
#310 opened by lx0531 - 1
Result of default OptimalBinning is worse compare with the one that has more restrictions
#311 opened by nic9lif3 - 1
Selection criterion parameter _selection_criteria_ set to IV throws error for binning with continuous target
#307 opened by jnsofini - 2
Passing manual bins into BinningProcess
#309 opened by rupakbanerjee77 - 0
BinningProcess support for OptimalBinning 2D
#306 opened by jnsofini - 2
- 2
- 1
Possible to upgrade the dependency?
#302 opened by skwskwskwskw - 1
quantile method fails for integer valued X
#301 opened by dmitry-lesnik - 1
Question : How does OptBinning handle variables/features of DateTime Datatype ?
#300 opened by priyankamishra31 - 6
Get IV of each feature after applying MulticlassOptimalBinning in multiclass dataset (>2 labels)
#290 opened by juyjuyy - 2
Transform calculates WoE=0 for special_codes
#291 opened by combiz - 1
WoE monotonicity prediction with ML
#292 opened by alexliap - 2
- 3
Keep pandas.DataFrame index in `_transform` method
#286 opened by gtnx - 1
For different special values ,how to assign different metric_special value?
#293 opened by SandipKhaire - 2
Count % on WOE plot
#294 opened by SandipKhaire - 1
plot savefig issue
#295 opened by SandipKhaire - 4
Shapely values on Scorecard object
#274 opened by hermanashley - 6
RuntimeWarning: invalid value encountered in cast n_zeros = np.empty(n_bins).astype(np.int64)
#270 opened by max-franceschi - 12
BinningProcess: error in binning_transform_params parameter with metric = bins
#266 opened by max-franceschi - 2
- 2
Negative values can lead to Scorecard failure
#284 opened by dslove - 4
- 2
python setup.py install not completing
#276 opened by alexliap - 2
Fast, greedy solver?
#272 opened by patricksurry - 1
- 1
MulticlassBinningTable WoE
#280 opened by alexliap - 1
- 6
'ortools' version conflict
#267 opened by dslove - 1
- 1
- 4
Memory error/kernel restarting
#265 opened by nitinjethwani7