optbinning

View on PyPIReverse Dependencies (13)

0.19.0 optbinning-0.19.0-py3-none-any.whl

Wheel Details

Project: optbinning
Version: 0.19.0
Filename: optbinning-0.19.0-py3-none-any.whl
Download: [link]
Size: 213451
MD5: 0f81bf45044d4855ff4b7bdbb79f493a
SHA256: 6750fa45d8f6e4103dda3997c926646ed6dd989802e3c7c26d69ef49737f29cc
Uploaded: 2024-01-15 22:58:44 +0000

dist-info

METADATA

Metadata-Version: 2.1
Name: optbinning
Version: 0.19.0
Summary: OptBinning: The Python Optimal Binning library
Author: Guillermo Navas-Palencia
Author-Email: g.navas.palencia[at]gmail.com
Home-Page: https://github.com/guillermo-navas-palencia/optbinning
License: Apache Licence 2.0
Classifier: Topic :: Scientific/Engineering :: Mathematics
Classifier: Topic :: Software Development :: Libraries
Classifier: Topic :: Software Development :: Libraries :: Python Modules
Classifier: Intended Audience :: Developers
Classifier: Intended Audience :: Education
Classifier: Intended Audience :: Science/Research
Classifier: License :: OSI Approved :: Apache Software License
Classifier: Programming Language :: Python :: 3
Classifier: Programming Language :: Python :: 3.7
Classifier: Programming Language :: Python :: 3.8
Classifier: Programming Language :: Python :: 3.9
Platform: any
Requires-Python: >=3.7
Requires-Dist: matplotlib
Requires-Dist: numpy (<2,>=1.16.1)
Requires-Dist: ortools (>=9.4)
Requires-Dist: pandas
Requires-Dist: ropwr (>=1.0.0)
Requires-Dist: scikit-learn (>=1.0.2)
Requires-Dist: scipy (>=1.6.0)
Requires-Dist: pympler; extra == "distributed"
Requires-Dist: tdigest; extra == "distributed"
Provides-Extra: distributed
[Description omitted; length: 521 characters]

WHEEL

Wheel-Version: 1.0
Generator: bdist_wheel (0.33.6)
Root-Is-Purelib: true
Tag: py3-none-any

RECORD

Path Digest Size
optbinning/__init__.py sha256=lSWicHzcTSYHJWcZgVMSOPYhrcX6Gl9gS-1XTi4wvUg 1093
optbinning/_version.py sha256=_MvL5tlYdSxEeUkthlQU3czolodlGRUuJbnt0LTsuAA 51
optbinning/exceptions.py sha256=eSzmsogyuL1RLQLmVGd-9bDqC0vylJhCVwYVzkeLVEY 1124
optbinning/formatting.py sha256=zKFnX1rKnDrDweNlywW_bv_p0Me_1Vh7EK0VvgsVb94 668
optbinning/information.py sha256=vG8WIR__STL9uth3OJPwawptY5Rfi1VFN-MxOH4ljVg 4438
optbinning/logging.py sha256=TdsEhYYjgHV-RZK96Y2dSAjHd2z81GtV8_EhS7AF7I8 884
optbinning/options.py sha256=2YrY5TRjlMjyYdL-UmaM9xEXjvy6nf8TEC1Xmljb2Kw 7313
optbinning/binning/__init__.py sha256=eQVEasiMsjtAL805wafYddbOt0XB2UWEwbhfhSB9ewE 374
optbinning/binning/auto_monotonic.py sha256=qetCFZbns8rkrVPAym97LRhaluxi85hQzIF3c4DAZog 13077
optbinning/binning/base.py sha256=7e1z8qg3TGxximOmDozkoptbpxFCdPKsZN1hQ2yeGt4 1538
optbinning/binning/binning.py sha256=x7-8JogIpN7VXAmBO4NdNmSZmpl4r62PIys6KDJDN1g 50889
optbinning/binning/binning_information.py sha256=7XH_bAPhYcyi9_fgM_WQjHqsMvVi1OGSzHoPS-7phig 5037
optbinning/binning/binning_process.py sha256=kXJPFm0li62LZIzoxkBXfO6Ke3b8EWWVVq_z4UEekBE 60254
optbinning/binning/binning_process_information.py sha256=Cq15soYV_BLZA1L4gAlwxv1V2cGc7g3cWtysnKHQu2s 2063
optbinning/binning/binning_statistics.py sha256=-DWbyynl4mqpK_zfqPRIF8cTCP8XjHm640voS8jQnlU 67404
optbinning/binning/continuous_binning.py sha256=Z_O_GQ6spjnlHBKJS32-dXknqEdHSBZV_OHC77e16GI 41896
optbinning/binning/continuous_cp.py sha256=rWvJ9UVATYPsF50vEjxX3zNTZgBc5HC1qgKFpfHzddo 10538
optbinning/binning/cp.py sha256=0w44fyW_bbxDCDmva7iuU_cGboAE9u6AmfSAMaQSi1o 23175
optbinning/binning/ls.py sha256=D7mjlXPZLW_K2Vvco5VP-0P2NV61bIe2GoUkVr53dI4 13918
optbinning/binning/mdlp.py sha256=p4X9QSmHzA_ijtwx_V3XWQH-CwN2sKmbgLfOVwhgQ_E 6402
optbinning/binning/metrics.py sha256=RNcgyK_T3i-rAC3ywI3V3X_O_Fd7LFzh0VpH4MXDduo 8116
optbinning/binning/mip.py sha256=YXLizbJvrzuYVJSqPbY1K4VEfkRuhIqCvy6YJFXJRzg 19345
optbinning/binning/model_data.py sha256=d9tjVohhH2riiRuA6dFfI06ZOJlS_zDdPOP8SyppPDE 8690
optbinning/binning/multiclass_binning.py sha256=9S-m5RT03Z45cmmL23RHMHIjrNCqrTDRbEHJgVqWUcE 36657
optbinning/binning/multiclass_cp.py sha256=t5fSbVbQzIuPw2xVsh30AjNyPnHV3Kr5CmKSY4ZdR-s 7408
optbinning/binning/multiclass_mip.py sha256=HJK83oQuVTYPaM_dd3lnlr31LanDFqqFlfYSdFmpwpY 7743
optbinning/binning/outlier.py sha256=YnkOP-Rm0pwdSiTyBoYiyHPnF-Wh-tV3BDqVBrt0LjM 7412
optbinning/binning/prebinning.py sha256=YCXeCFsJyMsA2DwpWC7PyscbLFL-FTNj69RJrwF7eu4 4253
optbinning/binning/preprocessing.py sha256=JDltL-lxNAjxfH2pEXr-AAaCEpfOniq8egoQaSOPwIo 12566
optbinning/binning/transformations.py sha256=sZZt6cJ1JfrVHW8TgZqz6-hxy290vpxsHa6XAO1EZrE 15741
optbinning/binning/distributed/__init__.py sha256=ZRbgc4N-tJWAxsdhi4jwsxY5Q3sfB-Y28OOU0Z-Bwdo 322
optbinning/binning/distributed/base.py sha256=PfHZ9rgS8Cd1ts8Ke1mjR_rfTJJHOqFYlftgC0_I4iY 472
optbinning/binning/distributed/binning_process_sketch.py sha256=ut3Bl8JE3Jw7G8vuLV_jO9fuaiHsT_4xH52MkZ6wzyY 23391
optbinning/binning/distributed/binning_process_sketch_information.py sha256=ZnJCPzu5hkcasbCfH3dV9u7VqZtge2eXZA0Ar9zvGKo 2548
optbinning/binning/distributed/binning_sketch.py sha256=j_PtCvrPm8EMbuPE4kEZLAuEHGnazumD52Cw4AdWXVA 39436
optbinning/binning/distributed/bsketch.py sha256=qHhdQeW5pNkU12U5jBKj3ACxJSAuDuL2Oy_5ZMcr09Q 14507
optbinning/binning/distributed/bsketch_information.py sha256=xDcEguyNw1sXCySTTx6zw96BMc8sb927PW05Rgow7OA 4304
optbinning/binning/distributed/gk.py sha256=tJPRaiRkCFc-J3XtxRU0S5fMaBeBtaaF8XWomeKKNpo 6032
optbinning/binning/distributed/plots.py sha256=50G_Z3Zp-_z6Pny2FTMWBwpAXnZvkvihSVHLduUVWAk 1370
optbinning/binning/multidimensional/__init__.py sha256=YZlJ9VZ9NioUkh20thrdLSDnurh-t9SW0N_MG893FuM 176
optbinning/binning/multidimensional/binning_2d.py sha256=jIsmbJpNt_r2L021cpNlfDYlWVmp9zudFu_m5abeX4E 38000
optbinning/binning/multidimensional/binning_statistics_2d.py sha256=7kMiDGH1rYM9DV-uQZrg5Il2qkUGnN-ECT64GygW-HA 29216
optbinning/binning/multidimensional/continuous_binning_2d.py sha256=ejz6KrhdEUKjAZz5bPFpzJq728UqF-MZLNfOFraLWTk 32013
optbinning/binning/multidimensional/cp_2d.py sha256=PyrpHHJPYDEE0fPHPMibmD_nTeMS1NqanVsyEUcOuzo 7256
optbinning/binning/multidimensional/mip_2d.py sha256=9xXcL2HEU9m_jbKHh3N6psBMnGw-VNTSXBp50hYgthI 7662
optbinning/binning/multidimensional/model_data_2d.py sha256=6oFHNsKwa3UmW1wvVsm_dobGiSMIlXZIdrX-nBZVTsQ 8144
optbinning/binning/multidimensional/model_data_cart_2d.py sha256=dCSR9ig4IeXzpUzR0nkf7D_GLBAHVSZuJJig9KoDh7E 10837
optbinning/binning/multidimensional/preprocessing_2d.py sha256=gBOZBiYcw7meWpMmwvRUpaoFwSvI9prAqec0XqixLeI 3746
optbinning/binning/multidimensional/transformations_2d.py sha256=UihkB1khFetyVwIYWNxQZGVWPid37Ec4BatinjG_SW8 8515
optbinning/binning/piecewise/__init__.py sha256=cJN17ifBvr1K0Yuh_cfAxG56wu1CaKCUCFOSb9Ag_VQ 171
optbinning/binning/piecewise/base.py sha256=KOZtRxSG_LJMNukJVfkbSceo5c52ulv4r2fa3rivS8w 20576
optbinning/binning/piecewise/binning.py sha256=knP8tlodd1PWhk0h3ghGa-moOEWUo5F54EE39VaqY7w 18157
optbinning/binning/piecewise/binning_information.py sha256=KkTBI8V-Er6qCm0oggiAY2LnUUkdQv0I-VdIOZZodwY 4587
optbinning/binning/piecewise/binning_statistics.py sha256=uQ-HJBMmWTrtNNVVinhtA0hoBGyAKM2VIvRspzJ3IHo 21557
optbinning/binning/piecewise/continuous_binning.py sha256=0MjYDp4_oVLQ_Vanvq3xeBxVR7XtQdI5VNBeLno6_ro 17253
optbinning/binning/piecewise/metrics.py sha256=s0Nz91-hQRoFhp_T_XALYTQopOizNOcoeXHuJnBhwcw 4437
optbinning/binning/piecewise/transformations.py sha256=yB9eWKSjRrTqdNCy3XpBd3099FPq334lmBgCrCHezmI 6368
optbinning/binning/uncertainty/__init__.py sha256=4jsQYJ0orKQSUaTpItPHLA4W_xxYIE68Pz7Cs3QCN-c 81
optbinning/binning/uncertainty/binning_scenarios.py sha256=doTdlVkGtoFP-VaF49WSTnBZZ1mBvf5EQzPFiIhjz8U 31615
optbinning/metrics/__init__.py sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU 0
optbinning/metrics/classification.py sha256=YJLL4uOgG5xy6XYfkvMRj_nTGojvFdmJKBjABxEIHsk 2735
optbinning/metrics/regression.py sha256=89MfeDj_MmWU2GnRlAOUi3TgHXTFChT8RT7cH101xyM 4142
optbinning/scorecard/__init__.py sha256=PXn1tViZnNvcKW6FXi_FoNAqqU1DzIZDFpAY9abnlLM 332
optbinning/scorecard/monitoring.py sha256=ghncp3tvCNR9VBtOISq7p3fJTxgUONHnq1Ec2SIQLIs 28001
optbinning/scorecard/monitoring_information.py sha256=WiAQTjs6nIeUDWDo3MrzG1iR-lhSJEgmPdDtcUgYH-8 2362
optbinning/scorecard/plots.py sha256=oQMZhrUyWpkLIEyJUye2Ts5qgF4eEJnuWd5Bczf1Dnw 7924
optbinning/scorecard/rounding.py sha256=MpAsUwq7XPt0_LGJB4BzN1vJtErgpsg0VhuOmcaaLF8 3383
optbinning/scorecard/scorecard.py sha256=MpI0A2in1vu10fNtH8Q-ASmnP7eB1JnZ2w5DEQx4xtM 24653
optbinning/scorecard/scorecard_information.py sha256=jksDWFiVB7PC9bu_SPHsQt0LMP-alZVvz27DrwS4QaU 3094
optbinning/scorecard/counterfactual/__init__.py sha256=XMOrbqJ2OyF8sV1Nl7vcz29GK1D-pOhBt4oKccmPafM 74
optbinning/scorecard/counterfactual/base.py sha256=yOYpCYD1c7xgczjVVAPb3NEoPloH_zZSRf90shzFwCM 1376
optbinning/scorecard/counterfactual/counterfactual.py sha256=Pq6CNZEeLQbzS4XtHotMSyWIhbXOQUeewR7LW2R1mIM 23891
optbinning/scorecard/counterfactual/counterfactual_information.py sha256=LSl_WR76jMdtAMHSdTNG52IA0GtpJYwvXouCppUo8Bs 2349
optbinning/scorecard/counterfactual/mip.py sha256=YKrmySlGO9kGeR1T86Nr9xLH09MMcV0Wwglu9juEmNA 13175
optbinning/scorecard/counterfactual/model_data.py sha256=CmgEuK2RQQ8Fe16hpRmcBjRgSAl7_vXtGr1F5zzs7eA 915
optbinning/scorecard/counterfactual/multi_mip.py sha256=Em2f7kwToa0eVENCm_bAy33xpmcgFioaXp6rUr7S7eo 17949
optbinning/scorecard/counterfactual/problem_data.py sha256=dg_KsW_d5AjaZlC_shgQ4injvJd_v8lUbnEwZXJYH1I 1248
optbinning/scorecard/counterfactual/utils.py sha256=PK2ftbfrcH3YyWRDqhgwUJ5LKhm56xXcrlude2ly0ok 643
optbinning-0.19.0.dist-info/LICENSE sha256=xx0jnfkXJvxRnG63LTGOxlggYnIysveWIZ6H3PNdCrQ 11357
optbinning-0.19.0.dist-info/METADATA sha256=5uAu3TB8KTyr0oYc_JWHU5MvUVHv96bDJrct9zkkfE8 1761
optbinning-0.19.0.dist-info/WHEEL sha256=p46_5Uhzqz6AzeSosiOnxK-zmFja1i22CrQCjmYe8ec 92
optbinning-0.19.0.dist-info/top_level.txt sha256=y-RCcZg6nhKOpptgQ2P5Be814IwcccHF5w-QzwxUjZ4 11
optbinning-0.19.0.dist-info/RECORD

top_level.txt

optbinning