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miceForest

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5.7.0 miceforest-5.7.0-py3-none-any.whl

Wheel Details

Project: miceForest
Version: 5.7.0
Filename: miceforest-5.7.0-py3-none-any.whl
Download: [link]
Size: 58167
MD5: a46390a95ef357a86507e987ac84fb06
SHA256: 5bd7bddaac0b7540598f8f03cb36df9eaa903ecdcf3f13537d8f149d5ae207e4
Uploaded: 2023-11-16 02:24:03 +0000

dist-info

METADATA · WHEEL · RECORD · top_level.txt

METADATA

Metadata-Version: 2.1
Name: miceforest
Version: 5.7.0
Summary: Missing Value Imputation using LightGBM
Author: Samuel Wilson
Author-Email: samwilson303[at]gmail.com
Home-Page: https://github.com/AnotherSamWilson/miceforest
License: MIT
Keywords: MICE,Imputation,Missing Values,Missing,Random Forest
Classifier: Natural Language :: English
Classifier: Operating System :: MacOS
Classifier: Operating System :: Microsoft :: Windows
Classifier: Programming Language :: Python :: 3.7
Classifier: Programming Language :: Python :: 3.8
Classifier: Programming Language :: Python :: 3.9
Classifier: Programming Language :: Python :: 3.10
Classifier: Programming Language :: Python :: 3.11
Classifier: License :: OSI Approved :: MIT License
Classifier: Operating System :: OS Independent
Requires-Python: >=3.7
Requires-Dist: lightgbm (>=3.3.1)
Requires-Dist: numpy
Requires-Dist: blosc
Requires-Dist: dill
Requires-Dist: scipy (>=1.6.0); extra == "default-mm"
Requires-Dist: seaborn (>=0.11.0); extra == "plotting"
Requires-Dist: matplotlib (>=3.3.0); extra == "plotting"
Requires-Dist: pandas; extra == "testing"
Requires-Dist: sklearn; extra == "testing"
Provides-Extra: default_mm
Provides-Extra: plotting
Provides-Extra: testing
Description-Content-Type: text/markdown
[Description omitted; length: 41538 characters]

WHEEL

Wheel-Version: 1.0
Generator: bdist_wheel (0.41.3)
Root-Is-Purelib: true
Tag: py3-none-any

RECORD

Path Digest Size
miceforest/ImputationKernel.py sha256=asNRS24_nBukm0cWEmsZjjDdEJgh3Km9KG6bDzwt_kA 81757
miceforest/ImputedData.py sha256=gTJFFdmBr05CPR3lDoeHQo5lw9ZozN-QjHG4HMVKhWY 27927
miceforest/MeanMatchScheme.py sha256=7NxN8IpvI-eH9yuVaZSVNeMJQiqUKJg6vKll6GfEv4E 14459
miceforest/__init__.py sha256=4FFsDhjjME-ldKxHjUlyskw4rHnjVKZd9nRxsGJf0b8 778
miceforest/builtin_mean_match_functions.py sha256=JHRnswYitQZJ_uDh_Cjy_ue-dzp_1FBLRk3KN5GGP7I 6997
miceforest/builtin_mean_match_schemes.py sha256=EaIA1de_ZtgcUEgYClAEh4S6Rnft2mcgwDnGwWq64qI 5403
miceforest/builtin_pred_funcs.py sha256=uttMfKp3mJtum-tkxosh-bW4fXMe7KZ0SX4H9zNv0E8 1995
miceforest/compat.py sha256=hvDv3nbLRaU2GleIfu1Zih2fpr0llluv2_fomZyg5fQ 631
miceforest/default_lightgbm_parameters.py sha256=j-VG4CZtjqFU0kerv9DmpmlJKln4NihbXlBJIQGDCuM 1130
miceforest/logger.py sha256=frbnTtDuw0bIj-tL2m1vM5uSEVkTveW7KWxb2FNDgOg 2634
miceforest/mean_match_schemes.py sha256=W8u69kgULTkiVh_mqN1voeaRTGQ67yrRMPVuLBJ6Qaw 12967
miceforest/mean_matching_functions.py sha256=tBj0vbz8fTv_hQBIHWj-MiHIlKGWf6C4BtPQPIgPAoE 12426
miceforest/utils.py sha256=o9bSI1nkYb2tfKcphJDBE85et2-w3Huf9VhqM-_EMeo 11595
miceforest-5.7.0.dist-info/METADATA sha256=EeQ-BvNaQON0zSm3mxvor2AhUZT4R6UBTRz98StYFfw 43948
miceforest-5.7.0.dist-info/WHEEL sha256=Xo9-1PvkuimrydujYJAjF7pCkriuXBpUPEjma1nZyJ0 92
miceforest-5.7.0.dist-info/top_level.txt sha256=3HZyTap_QmxzOB4NFcS6PA1CWWmH7-0UmO9UFDp_7IA 11
miceforest-5.7.0.dist-info/RECORD — —

top_level.txt

miceforest