mle-hyperopt

View on PyPIReverse Dependencies (3)

0.0.9 mle_hyperopt-0.0.9-py3-none-any.whl

Wheel Details

Project: mle-hyperopt
Version: 0.0.9
Filename: mle_hyperopt-0.0.9-py3-none-any.whl
Download: [link]
Size: 54971
MD5: 7753565e94aa88c1e5fa39896df9d7cf
SHA256: ea483e1d26092c149bab41fd4c98267563daff4e6c200d93b48e5757403d2966
Uploaded: 2023-06-13 09:49:48 +0000

dist-info

METADATA

Metadata-Version: 2.1
Name: mle-hyperopt
Version: 0.0.9
Summary: Machine Learning Experiment Hyperparameter Optimization
Author: Robert Tjarko Lange
Author-Email: robertlange0[at]gmail.com
Home-Page: https://github.com/mle-infrastructure/mle-hyperopt
Download-Url: https://github.com/mle-infrastructure/mle-hyperopt/archive/v0.0.9.tar.gz
Classifier: Programming Language :: Python :: 3.6
Classifier: Programming Language :: Python :: 3.7
Classifier: Programming Language :: Python :: 3.8
Classifier: Programming Language :: Python :: 3.9
Classifier: License :: OSI Approved :: MIT License
Classifier: Operating System :: OS Independent
Classifier: Topic :: Scientific/Engineering :: Artificial Intelligence
Platform: any
Requires-Python: >=3.6
Requires-Dist: numpy (<=1.23.0)
Requires-Dist: pandas
Requires-Dist: rich
Requires-Dist: dotmap
Requires-Dist: pyyaml (>=5.1)
Requires-Dist: pickle5; python_version < "3.8"
Requires-Dist: torch; extra == "examples"
Requires-Dist: nevergrad; extra == "examples"
Requires-Dist: scikit-optimize; extra == "examples"
Requires-Dist: scikit-learn (==0.24.2); extra == "examples"
Requires-Dist: matplotlib; extra == "examples"
Requires-Dist: seaborn; extra == "examples"
Requires-Dist: mle-scheduler; extra == "examples"
Requires-Dist: mle-logging; extra == "examples"
Requires-Dist: nevergrad; extra == "full"
Requires-Dist: scikit-optimize; extra == "full"
Requires-Dist: matplotlib; extra == "full"
Requires-Dist: seaborn; extra == "full"
Provides-Extra: examples
Provides-Extra: full
Description-Content-Type: text/markdown
License-File: LICENSE
[Description omitted; length: 11515 characters]

WHEEL

Wheel-Version: 1.0
Generator: bdist_wheel (0.40.0)
Root-Is-Purelib: true
Tag: py3-none-any

RECORD

Path Digest Size
mle_hyperopt/__init__.py sha256=bHVQtjasZY9YHi5S35BBbcjphNPsUeOsjYlpjkqxoto 490
mle_hyperopt/_version.py sha256=46Yjk3fz9o8aTN8E95McnzpJcjGzVJmHmQqUZ5mXzfc 22
mle_hyperopt/cli.py sha256=Ae-tAKz4mV0TFB_fZBd7EfcrrDaaeEHC6iK3ulJ8vzw 4457
mle_hyperopt/decorator.py sha256=OHIxv6suVUPs0Koxx2Aq76_wSuPuETIVB8GHQh0IBc8 2680
mle_hyperopt/space.py sha256=AHgu4u7sVcuOtyl-QwLA3dyNx3iLSt1upWmDEjXncP4 5914
mle_hyperopt/strategy.py sha256=XZK09sB293pRsxx4q3kOagDi81GXN-tKpVva4_sESyo 28019
mle_hyperopt/spaces/__init__.py sha256=o1HCl_vBmjvQ9a0G1IM11B8rPusUneFtdCEnePXArGs 217
mle_hyperopt/spaces/grid.py sha256=NDVFHhNoYMRDkVHcbp5ycetAV6onBlfet1UP37Vg49c 7244
mle_hyperopt/spaces/nevergrad.py sha256=wKN9AlhslasGSYKos5vI27IUCcgQ_Fb73oQIFKUrmwM 3718
mle_hyperopt/spaces/random.py sha256=DMhfX83vGWp21womPLC6IyoLv9q8R9lHZVeh1KLTkhc 4595
mle_hyperopt/spaces/smbo.py sha256=Hgr9jUI2Q6funVzRKYZURpF2Gd0fqe6qywSwynmxNbk 3244
mle_hyperopt/strategies/__init__.py sha256=Xlz1RePPrGn6qMetAmcXic3n4tK4kj7v734y0JzbRQQ 738
mle_hyperopt/strategies/coordinate.py sha256=n2A6xj6Z6v9Bqz2ydhlwXmNcUgQj3OF8MvEJZJacYIM 7764
mle_hyperopt/strategies/grid.py sha256=VAN6OgOxr5pfhnbMLwoJCSZopk9wUG5J0tUyp_j0TFM 6602
mle_hyperopt/strategies/halving.py sha256=qu-CJYa9EWmIM_RtgmvZc06wMW797fDiQP1DfnSalxY 9975
mle_hyperopt/strategies/hyperband.py sha256=OgZkzJxgo-Dhhz8rhfKGabF8Db2kB8bnk8pYacGvF5U 9455
mle_hyperopt/strategies/nevergrad.py sha256=MKivXKXZK0a7-k8pXOQ0a8_R1mf3GkN27a2JHbV1Ubo 9710
mle_hyperopt/strategies/random.py sha256=ukfJm-VCnaRgIrdHo_BBTDTrpjNo7h9SmhDvitrh98U 6319
mle_hyperopt/strategies/smbo.py sha256=3JdLzeboJCDwoTDeRcZX5PF2q6XyrgFQV_XBw7kkLmc 8665
mle_hyperopt/strategies/pbt/__init__.py sha256=-cSOGr-aFxrGJsXfFHVtU4DzhrWUfcEto3bvxemxmig 53
mle_hyperopt/strategies/pbt/exploit.py sha256=rpAj0a3rDwTjt9X9gRUEo8Nvr7TT_6kTUcJHSgZjZB8 8664
mle_hyperopt/strategies/pbt/explore.py sha256=rrgt2L1I_v69zMtTh1lSup7LV3WVralJDCoXP4Tawac 3838
mle_hyperopt/strategies/pbt/pbt.py sha256=DlNSS6yo2wOqoEsydHbGffnwfdz8l29wNVGvOvDbMag 8541
mle_hyperopt/utils/__init__.py sha256=ksktJDBZmmhy9olie_HDlN0zCkbGmnzADsv6qsDpbZ4 1037
mle_hyperopt/utils/comms.py sha256=BDgg-9tPqN7P6eKvROn8xcYqQRQYtNa19eyTNkAzYRc 12851
mle_hyperopt/utils/helpers.py sha256=lYgPPP3y1dRR56XaLe7UTHtcQ5E87komskGzkdCRT8o 8219
mle_hyperopt/utils/plotting.py sha256=a_4dUaenoB_2X8RfbP12UbWZ2-lCBJa6_nctabt5Epo 13787
mle_hyperopt-0.0.9.dist-info/LICENSE sha256=7EI8xVBu6h_7_JlVw-yPhhOZlpY9hP8wal7kHtqKT_E 1074
mle_hyperopt-0.0.9.dist-info/METADATA sha256=uRniSoGXyYomXzypCmnqAVcYaVFWMTLLiIyG0XN9fgM 13179
mle_hyperopt-0.0.9.dist-info/WHEEL sha256=pkctZYzUS4AYVn6dJ-7367OJZivF2e8RA9b_ZBjif18 92
mle_hyperopt-0.0.9.dist-info/entry_points.txt sha256=CzuvAXt5lDz5cTbGzO3py5pPjPrl-fiep1HlQ0VCxVg 55
mle_hyperopt-0.0.9.dist-info/top_level.txt sha256=jJRJt2osQ_efGh9dOGF7GmNpiKW0mOwaTMkxADkV5KE 13
mle_hyperopt-0.0.9.dist-info/RECORD

top_level.txt

mle_hyperopt

entry_points.txt

mle-search = mle_hyperopt.cli:search