Wheelodex » Projects » baytune

baytune

View on PyPI — Reverse Dependencies (9)

0.5.0 baytune-0.5.0-py3-none-any.whl

Wheel Details

Project: baytune
Version: 0.5.0
Filename: baytune-0.5.0-py3-none-any.whl
Download: [link]
Size: 75174
MD5: 411039059449c927d6cf0fbe3809d834
SHA256: fd226d739cbfb2086901345e58f807ab70cc4f8ed4ecd10578b4b7a470ded0b3
Uploaded: 2023-07-28 16:54:24 +0000

dist-info

METADATA · WHEEL · RECORD · top_level.txt

METADATA

Metadata-Version: 2.1
Name: baytune
Version: 0.5.0
Summary: Bayesian Tuning and Bandits
Author-Email: MIT Data to AI Lab <dailabmit[at]mit.edu>
Maintainer-Email: MIT Data to AI Lab <dailabmit[at]mit.edu>
Project-Url: Source Code, https://github.com/MLBazaar/BTB/
Project-Url: Issue Tracker, https://github.com/MLBazaar/BTB/issues
Project-Url: Twitter, https://twitter.com/lab_dai
License: MIT License
Keywords: data science,machine learning,hyperparameters,tuning,classification
Classifier: Development Status :: 2 - Pre-Alpha
Classifier: Intended Audience :: Science/Research
Classifier: Intended Audience :: Developers
Classifier: Topic :: Software Development
Classifier: Topic :: Scientific/Engineering
Classifier: Programming Language :: Python
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
Classifier: Operating System :: Microsoft :: Windows
Classifier: Operating System :: POSIX
Classifier: Operating System :: Unix
Classifier: Operating System :: MacOS
Classifier: License :: OSI Approved :: MIT License
Classifier: Natural Language :: English
Requires-Python: <4,>=3.8
Requires-Dist: copulas (>=0.3.2)
Requires-Dist: numpy (>=1.20.0)
Requires-Dist: scikit-learn (>=0.20.0)
Requires-Dist: scipy (>=1.2)
Requires-Dist: pandas (>=1)
Requires-Dist: tqdm (>=4.36.1)
Requires-Dist: ruff (>=0.0.260); extra == "dev"
Requires-Dist: black[jupyter] (>=22.12.0); extra == "dev"
Requires-Dist: pre-commit (==2.20.0); extra == "dev"
Requires-Dist: m2r (>=0.2.0); extra == "docs"
Requires-Dist: nbsphinx (>=0.5.0); extra == "docs"
Requires-Dist: Sphinx (>=1.7.1); extra == "docs"
Requires-Dist: sphinx-rtd-theme (>=0.2.4); extra == "docs"
Requires-Dist: pytest (>=3.4.2); extra == "test"
Requires-Dist: pytest-cov (>=2.6.0); extra == "test"
Requires-Dist: pytest-rerunfailures (>=9.1.1); extra == "test"
Requires-Dist: jupyter (>=1.0.0); extra == "test"
Requires-Dist: importlib-metadata (>=0.12); extra == "test"
Provides-Extra: dev
Provides-Extra: docs
Provides-Extra: test
Description-Content-Type: text/markdown
License-File: LICENSE
[Description omitted; length: 9291 characters]

WHEEL

Wheel-Version: 1.0
Generator: bdist_wheel (0.41.0)
Root-Is-Purelib: true
Tag: py3-none-any

RECORD

Path Digest Size
baytune/__init__.py sha256=jaPUoJsZnkF_Yci3z2qgeQeMLWzLkaYIsUaOd97G9_o 79
baytune/session.py sha256=jrelQfAS1wm_ySkv3HVWxzBlKI0Wf1WSfjpsCQaZ4UY 13609
baytune/version.py sha256=LBK46heutvn3KmsCrKIYu8RQikbfnjZaj2xFrXaeCzQ 22
baytune/selection/__init__.py sha256=qFCt4OIHTG8uibUaaZhlfdkRKuWRaKu2Gn-u5j89b5c 518
baytune/selection/best.py sha256=ZdVr7h7qlC4Wtgrhu9kAcuhur2bxlk9tuFJV3ztq7JQ 2727
baytune/selection/custom_selector.py sha256=DkyEWOlvtLx-U6qG6-tzg1l09EFb3_O07Fp-No4W2qQ 282
baytune/selection/hierarchical.py sha256=U_fwyIWFU0h8SyouVCwbxh_fc0rU3dF-bUEiCIi0tEY 1398
baytune/selection/pure.py sha256=CWAQ8E2JSMN4K0dUAh19MN_Cm3Cdt4xdMSTe5jhIOag 2610
baytune/selection/recent.py sha256=T4AhvU3gZ0LyGJopjYrcXeYTYYiSp08byUKz0Xw6-no 2609
baytune/selection/selector.py sha256=aunUfH3iXsDbR6sCJkIcSZi1Nj847PL5IhqCLzTzALY 2331
baytune/selection/ucb1.py sha256=GxqXonVn4AMxeAje2oizOHzg5tDyL8D8deQm-A16Qxo 1467
baytune/selection/uniform.py sha256=2rY-nWApWK6fxdMwO-dnIZtWAQ97vAHjS9gOaywQEQI 246
baytune/tuning/__init__.py sha256=edNHWQjBybauBL3vxZS2SpwiwpNmon3jATo4JF7S4oQ 775
baytune/tuning/tunable.py sha256=ZKD5sa7bzM9BJ_vDcot9Dxk2j-ayLZtI4GebZAAruEE 10633
baytune/tuning/acquisition/__init__.py sha256=Zbd8eyqVCR3A8_F6aGYB51D8RoCI6_pawGrra-GlM6Q 348
baytune/tuning/acquisition/base.py sha256=qInpSvjsjyqgjF5h6ixbO8q3-XAi22_DNJ17Xh3_95I 1042
baytune/tuning/acquisition/expected_improvement.py sha256=4y5zGAUD0fbDrKLK7iXgwbEPArQdIcFhaosrASqbdTc 572
baytune/tuning/acquisition/predicted_score.py sha256=6s9mGJHofvoS17tN-1QrrcIpXIhh6wXnlhaT_Ac1q8o 337
baytune/tuning/hyperparams/__init__.py sha256=LdRCVj3GgVUxi1wJYY4trluErWgNTX0wyvE71jGH5cA 417
baytune/tuning/hyperparams/base.py sha256=Umd7P1eFtKDfvkDZNEWv9vxtiLudSvc5mTj3WMqZDqQ 9733
baytune/tuning/hyperparams/boolean.py sha256=JuHog2syQdCbwUUBDzdalmyXq0fRPxR54qnGXrIQces 4357
baytune/tuning/hyperparams/categorical.py sha256=fJh3sI9GI3y5Knbkm21cAW5OQ8FjUqV-2AdVIjv_fQU 6397
baytune/tuning/hyperparams/numerical.py sha256=QiHMvbQ9iMQMt4J7x2PTGvyCI4cR5KbPz_Pa_UUpTQs 14104
baytune/tuning/metamodels/__init__.py sha256=PQPpcEgoQNqN_MvLIl_9YvFRRvx2o_uqTvQAQ764YpM 202
baytune/tuning/metamodels/base.py sha256=P7EyIPx9vtTFb4L_8DUOf_Omn4DsakIAHhCG6eE9sUM 2999
baytune/tuning/metamodels/gaussian_process.py sha256=caZ4sdp_vcTX7YzLXBWWQpV4QhDw0efNjdGbj51_dSc 3918
baytune/tuning/tuners/__init__.py sha256=an64oRRS4GT8xMlskElBLF70TwF9ba_HUP6VRyF18wk 354
baytune/tuning/tuners/base.py sha256=_NRNplUpNd73JHfaxFrPCKCvLSN4mHXgn6ItV5_0JRs 16611
baytune/tuning/tuners/gaussian_process.py sha256=FB8-yxYscWF1K1R1SMUbzCxXLF_hoO2hL6paitkIRdM 6035
baytune/tuning/tuners/uniform.py sha256=195KDJxzOP8sGGr0bjsiAiIQL__otl7h8Ejohs8iXO0 815
benchmark/README.md sha256=UjHmjINECH282mTxfvNF_vhkS2qsNvjMQW6xGlg4vqQ 11651
benchmark/setup.py sha256=2QNw4tFHxFru1Etw-gPzVuigKtuhEV36DMirHPU4p50 3282
benchmark/btb_benchmark/__init__.py sha256=OY3cLB9YFE4WvmGxvfT2ZtczAWBINJaYHbC_Z6RNmfE 200
benchmark/btb_benchmark/__main__.py sha256=INu1YLNYhZgv3-7cd6iiMevEhvNnqGeTzi8NAOrtT9c 3381
benchmark/btb_benchmark/kubernetes.py sha256=WGXzmPkmNeSJ7M5DlEuX3yYe4NEg98psqMJsZw-l28E 7915
benchmark/btb_benchmark/main.py sha256=m-3uCrcpesoMIL0euHhIuOfeNUnMXyR5SJ26qvcvUzg 12511
benchmark/btb_benchmark/results.py sha256=-igihsETR7s9Tae7-xBNay4WJNGKEqh-sAJv6o-6lUE 3120
benchmark/btb_benchmark/challenges/__init__.py sha256=2JEF4s1EeVPUNciM7MEUkDJ2-SuO-EQe-ieVIxZFlU8 686
benchmark/btb_benchmark/challenges/bohachevsky.py sha256=HGwGzOXtPJZN88ifkyny47_ny5suGSiiuEwkihrOt0w 1764
benchmark/btb_benchmark/challenges/branin.py sha256=bxbIEviuyAGqbOupX9aqVP6Irha5-_e7MW2FiERdCaE 2381
benchmark/btb_benchmark/challenges/challenge.py sha256=DYCkONBEL3ktMLQIMzSpaP4S5kNfZXJBHUgSewbIFG4 1247
benchmark/btb_benchmark/challenges/datasets.py sha256=vvpAgcZeIWxQdti5Ton_7Ryat9n7WOt844uv7Z0vEmQ 15610
benchmark/btb_benchmark/challenges/mlchallenge.py sha256=bkELZUdKbp-kJBSAoBAGSy9PVGtRxqrrdWyyn7ZHNkQ 6742
benchmark/btb_benchmark/challenges/randomforest.py sha256=AXNmmMQIZSgqMR47XxZd4WOwT_MfTeEhxKHYUv_NhAs 1731
benchmark/btb_benchmark/challenges/rosenbrock.py sha256=VSRpg3gx-9BFC_-TYlzFzNXal6Q68DCA7ClciHNa0GM 2379
benchmark/btb_benchmark/challenges/sgd.py sha256=QBW7wyC0ZaLiaAF5mf-AVKrSTZ-aDDdAXWkFmKnpyEE 1774
benchmark/btb_benchmark/challenges/xgboost.py sha256=ixdeF77JhlOM-rGSJrHfegjbEjn58FMXMMrOWrQy17g 1243
benchmark/btb_benchmark/tuning_functions/__init__.py sha256=KpfdQMtOf9jvAtT3up5MjKT36KpPYQtF-oMixxSvlGM 1181
benchmark/btb_benchmark/tuning_functions/ax.py sha256=wTvVVhi2TdFM8R5ftwQ7Nv7ReXJPaadxWIdz81aEcfo 2767
benchmark/btb_benchmark/tuning_functions/btb.py sha256=WEV5umw0UsPxZDtSRkbF86dY-E8MZY6cvxFCiT5_wJE 1997
benchmark/btb_benchmark/tuning_functions/hyperopt.py sha256=hvl26FONEMK9UfyHIHhSm5prDF6OXwK95O68x7-UAug 2798
benchmark/btb_benchmark/tuning_functions/skopt.py sha256=4F32vKGjJVKD4dmKzi0lOWivNm2EJo8ZUt8m46p1Gfc 3284
benchmark/btb_benchmark/tuning_functions/smac.py sha256=2chQfHnYYR3DD9UebTmSWDKCAYhR2_rUIrUUBzyQ6uE 6630
baytune-0.5.0.dist-info/LICENSE sha256=xqrjvaPCAw9rlBsoiGl0N-DKlvfapMZw_lgY6V5O5zs 1076
baytune-0.5.0.dist-info/METADATA sha256=lCm0P5yMJL1zo3svdit4PeZy5rRltBgAA7oSVQ1kl4w 11536
baytune-0.5.0.dist-info/WHEEL sha256=AtBG6SXL3KF_v0NxLf0ehyVOh0cold-JbJYXNGorC6Q 92
baytune-0.5.0.dist-info/top_level.txt sha256=QjdgDl4dbkAATCR6HuQ9XnMIgN1kiDetnpTHKQc8GRo 18
baytune-0.5.0.dist-info/RECORD — —

top_level.txt

baytune
benchmark