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0.3.1 hyperparameter_tuning-0.3.1-py3-none-any.whl

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Project: hyperparameter-tuning
Version: 0.3.1
Filename: hyperparameter_tuning-0.3.1-py3-none-any.whl
Download: [link]
Size: 25935
MD5: 9e64f4a4b4c46964389cf79a1438c928
SHA256: df861403bbaad3263c826e369a215e76a2c8b038c85e856d8717343f639692da
Uploaded: 2023-09-05 09:38:51 +0000

dist-info

METADATA · WHEEL · RECORD · top_level.txt

METADATA

Metadata-Version: 2.1
Name: hyperparameter-tuning
Version: 0.3.1
Summary: A minimal framework for running hyperparameter tuning
Author: AndreFCruz
Home-Page: https://github.com/AndreFCruz/hpt
License: MIT
Keywords: ml,optimization,hyperparameter,tuning,fairness
Classifier: Development Status :: 3 - Alpha
Classifier: License :: OSI Approved :: MIT License
Classifier: Intended Audience :: Science/Research
Classifier: Topic :: Scientific/Engineering :: Artificial Intelligence
Classifier: Natural Language :: English
Classifier: Programming Language :: Python :: 3
Classifier: Programming Language :: Python :: 3.8
Classifier: Programming Language :: Python :: 3.9
Classifier: Programming Language :: Python :: 3.10
Classifier: Programming Language :: Python :: 3.11
Requires-Python: >=3.8
Requires-Dist: optuna
Requires-Dist: numpy
Requires-Dist: pandas
Requires-Dist: scikit-learn
Requires-Dist: pyyaml
Requires-Dist: schema
Requires-Dist: matplotlib; extra == "all"
Requires-Dist: seaborn; extra == "all"
Requires-Dist: pytest; extra == "all"
Requires-Dist: matplotlib; extra == "plotting"
Requires-Dist: seaborn; extra == "plotting"
Requires-Dist: pytest; extra == "testing"
Provides-Extra: all
Provides-Extra: plotting
Provides-Extra: testing
Description-Content-Type: text/markdown
License-File: LICENSE
[Description omitted; length: 2600 characters]

WHEEL

Wheel-Version: 1.0
Generator: bdist_wheel (0.41.2)
Root-Is-Purelib: true
Tag: py3-none-any

RECORD

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hpt/binarize.py sha256=wc1nKh2YHbFZBe-gGimKhPkaD4B6sTPFLqiLuNdtOFY 7001
hpt/evaluation.py sha256=6b77cma4hPLobOLGgpMSn4JIgGEusNpInwDN1ayEKcM 9151
hpt/suggest.py sha256=fspiZ3lck86QOJmao_4hGs43rmJ9TAJN7vv9asK91oU 7341
hpt/thresholding_evaluation.py sha256=IV3dkICLHHYcReV9kZO0smiMW2YGwqeReHV-5hA5Z24 7297
hpt/tuner.py sha256=Hf_ryOZeDSA8dYEyo1kkkMQAUprk7SrjVjD3YkSZzXc 12001
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hpt/utils/classpath.py sha256=P9zt5ltXZO6amlcV0dl_L6CUKjF7uD2hjCiOl-A27_k 1172
hpt/utils/dict.py sha256=qOtFBhCPeQhmE8zTDhc-ver-8EFxzD31Wxmci9_8ALM 1595
hpt/utils/fairness_criteria.py sha256=lIhnXdZLgYkI95ZsY0-mPkY7n6hRSKeXEmbgboaVbz8 12201
hpt/utils/load_yaml.py sha256=ComyACWWcJDu9pBfuhjPAVRXNq0FZG5qbs-JDcL0-T8 5541
hpt/utils/trial.py sha256=WL4bkeBVHmH5U0Y6QHWaWZXblUMmk9mMwf2jraNjA48 3558
hyperparameter_tuning-0.3.1.dist-info/LICENSE sha256=NQg7WlXHA7w9RG5ryp_K_huNNnYlMG4V11RzKjoaYjI 1068
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hyperparameter_tuning-0.3.1.dist-info/RECORD — —

top_level.txt

hpt