XBBO

View on PyPIReverse Dependencies (0)

0.3.3 XBBO-0.3.3-py2.py3-none-any.whl

Wheel Details

Project: XBBO
Version: 0.3.3
Filename: XBBO-0.3.3-py2.py3-none-any.whl
Download: [link]
Size: 192634
MD5: 54f1c7f13e6b1c8858b35173483eff5f
SHA256: 19ece4e90670816b45e0d899efac04448c2836cd367b212a20b0053414cdbcba
Uploaded: 2023-12-09 01:36:17 +0000

dist-info

METADATA

Metadata-Version: 2.1
Name: XBBO
Version: 0.3.3
Summary: A Python toolbox for performing Black-Box Optimization.
Author: (LeiZhang)XMU-MAC Lab
Author-Email: leizhang[at]stu.xmu.edu.cn
Home-Page: https://git.openi.org.cn/PCL_AutoML/XBBO
License: MIT
Classifier: License :: OSI Approved :: MIT License
Classifier: Programming Language :: Python
Classifier: Programming Language :: Python :: 3
Classifier: Programming Language :: Python :: 3.7
Classifier: Programming Language :: Python :: Implementation :: CPython
Classifier: Programming Language :: Python :: Implementation :: PyPy
Requires-Python: >=3.7.0
Requires-Dist: scipy (>=1.7.0)
Requires-Dist: scikit-optimize (>=0.8.1)
Requires-Dist: pyyaml (>=6.0)
Requires-Dist: numpy (>=1.20.3)
Requires-Dist: pandas (>=1.2.5)
Requires-Dist: ConfigSpace (==0.4.19)
Requires-Dist: scikit-learn (>=0.22.1)
Requires-Dist: yacs (>=0.1.8)
Requires-Dist: statsmodels (>=0.13.1)
Requires-Dist: cma (>=3.2.2)
Requires-Dist: pyrfr (>=0.5.0); extra == "dev"
Requires-Dist: pytest (>=6.2.4); extra == "dev"
Requires-Dist: prettytable (>=3.2.0); extra == "dev"
Requires-Dist: seaborn; extra == "dev"
Requires-Dist: glob; extra == "dev"
Requires-Dist: xgboost; extra == "dev"
Provides-Extra: dev
Description-Content-Type: text/markdown
License-File: LICENSE
[Description omitted; length: 8347 characters]

WHEEL

Wheel-Version: 1.0
Generator: bdist_wheel (0.41.2)
Root-Is-Purelib: true
Tag: py2-none-any
Tag: py3-none-any

RECORD

Path Digest Size
comparison/__init__.py sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU 0
comparison/xbbo_benchmark.py sha256=u21-qxgnXY7y0hNQvpCM4l6go1aQEKJdfChZfBBhGfU 3933
xbbo/__init__.py sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU 0
xbbo/run_benchmark.py sha256=4t0L0porrjvmxx96w94sd3dSNDNKDQj7jYSBEoDgvKY 5456
xbbo/acquisition_function/__init__.py sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU 0
xbbo/acquisition_function/acq_func.py sha256=8KquZMB37mvSf2SNprCgskeJvdsCWlDBD_i-TN-p5SU 4993
xbbo/acquisition_function/acq_optimizer.py sha256=LkhtAjeN2uxidXMuUT9fgDRBiu4_n80xC65t3NnuJbM 23823
xbbo/acquisition_function/base.py sha256=BckNSpGtF4DUGJUbjifABbGRETvqk25A2HdiPr1A-qM 7359
xbbo/acquisition_function/transfer/__init__.py sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU 0
xbbo/acquisition_function/transfer/mogp.py sha256=YvkM78KfxUWJ0yBL19M11Lew-FiqOYS8qLmBVaK26WY 4430
xbbo/acquisition_function/transfer/taf.py sha256=F9_UsYynpRxv6Ba2kgmLIhPs7H0ayt46_oHS2MUCyyI 6013
xbbo/alg_auxiliary/__init__.py sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU 0
xbbo/alg_auxiliary/lamcts/Classifier.py sha256=N-k81UI0l-ZEpxe0RAsNaQ2jYGAhGhePxpkvcJ4VBzY 35837
xbbo/alg_auxiliary/lamcts/MCTS.py sha256=UxjMELfhNvGOnHYMDvqk-u9Vxso-mnXhUcXRv46o_S8 22433
xbbo/alg_auxiliary/lamcts/Node.py sha256=bgu2Afq7dhOecNicQV4yvzB7-4h9i-BIroQaTKBkWc4 10097
xbbo/alg_auxiliary/lamcts/__init__.py sha256=PiDrhs6J2zXBFDB6yS_j-1Ry2W5lcAclDEw1HlbYObQ 22
xbbo/alg_auxiliary/lamcts/utils.py sha256=60zHwkAGRBDXSFrzGujcvVO-aPMOJVmUvwfqreII1xQ 799
xbbo/alg_auxiliary/lamcts/latent_space/__init__.py sha256=5GRbwwwcsYJOdkyEbjecBczyC36uqdB2UP2-VGudLZo 230
xbbo/alg_auxiliary/lamcts/latent_space/model_identity.py sha256=WkmWOMnJgtArg4FxthEf-x2_Qc5jf46SeonUsKF24D4 1288
xbbo/alg_auxiliary/lamcts/latent_space/model_pca.py sha256=AWELowl6YFnCbMO4XjpmzWJgp07fF7fG4Wdu-AV5adw 2102
xbbo/configspace/__init__.py sha256=ClHJyi1PxyzDt0NlCDn1aaKqw6dKghFyvBSmsma5hNA 2753
xbbo/configspace/abstract_feature_space.py sha256=fTUKaKLFWL1NDXhK-OpXJJbCt6NNeO_89w_r72RINcY 8397
xbbo/configspace/space.py sha256=DvPAa-bGzeEyy5kBmfd1l_Go6hbkpZsARVi7_ni3nZA 17044
xbbo/core/__init__.py sha256=PE2rFeBlSkKyQ1kcj15dJ4s7QnkkLaWVLiVXvKYUi0I 118
xbbo/core/constants.py sha256=rcYGNwKB48jlt2Dfcmqf97_IwDhDmqiKjVDnOYzicFY 325
xbbo/core/register.py sha256=lvg7dLnmjLnvnNa5s_XIXKD_7g_9O7Vu0D5Li6cZ0As 1012
xbbo/core/stochastic.py sha256=NjkkQh7-YxfOnyqEOMg28c8Cjd7f7JnPSr4OwHP_kJQ 1769
xbbo/core/trials.py sha256=hZcuTXS6slCJahUR_m0AjrpKOmI2t9g8W_2okhLZAME 5309
xbbo/datasets/__init__.py sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU 0
xbbo/initial_design/__init__.py sha256=WOM813V5N_YUW3QlJRwOuIVNTZ1M-d2ql-0KgtAIC5g 441
xbbo/initial_design/base.py sha256=kCrSxyuT-Nko2P5qMjvG98Td2FFCNiKvk5QsgdUVaM8 3414
xbbo/initial_design/default_configuration_design.py sha256=Q9ZyGRcHhzN5C98TKMI5YI2hg9VVf8dwry-gYQOJNO8 712
xbbo/initial_design/factorial_design.py sha256=CzAXBFGI6hulcNp6Xlxx4GEAnOfO3VZZK1-1qjcYyD0 2609
xbbo/initial_design/latin_hypercube_design.py sha256=Mb0JOhwE8QG9lrHLNI-EowB9f12oYqeB_0TSu_s8NQ4 1394
xbbo/initial_design/random_design.py sha256=fRXosVanZPrK0nVKUMxU5swudKdVONfEu5ysMR0vTp8 844
xbbo/initial_design/sobol_design.py sha256=irGKUWk7P86RwM19Eil_Ecm-zMsP05Lzfyc1PiNu-t0 1868
xbbo/pipeline/__init__.py sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU 0
xbbo/pipeline/bbo_benchmark.py sha256=sKuXepTS5vTMIpwUOwT8BaECXsNizREHz400tc99j28 12433
xbbo/problem/__init__.py sha256=r1SZluz56khf4PiwBqSetUTN2NQm0LEeH9RDaOe6Qk4 162
xbbo/problem/base.py sha256=5dAF9xN9mZlDS_1Xj6AUl-adqXPLD4aOT9THky69SAk 5884
xbbo/problem/fast_example_problem.py sha256=JJUftjf7OIR_-a7SaVW6_tl4EaXR-oM92fjGtuXO9Zs 30541
xbbo/problem/transfer_problem.py sha256=pov88SRdr0F1_HEQtBcPjug-hkYMv1GiJiLAqJz-KOM 14627
xbbo/search_algorithm/__init__.py sha256=VHETnUA9nxC8wpZ2B06Ao-CNnhVJ4uL8WE6Bc75B1jU 4801
xbbo/search_algorithm/anneal_optimizer.py sha256=RYkJ7HcChQ9Osth6eQAS5Uk3kSJU1V15mv5O9o7JiFw 6344
xbbo/search_algorithm/base.py sha256=BTrY7XjRApXyKYuXbQlc4rPxeFIaakYPmqVkJ9JOcAA 5468
xbbo/search_algorithm/bo_optimizer.py sha256=qEDsfh2Xb98ubThaI3YBToujy-G1yGNabP26sXeqRYs 9221
xbbo/search_algorithm/bore_optimizer.py sha256=xAeOTCIpMxoxUOauvIfw5wvaF8F65lXToWM41iK6Qgw 7691
xbbo/search_algorithm/cem_optimizer.py sha256=n4rGrCrZH6fkR6SqCZfoi-gpNL73EwN4CYYfks7wUUo 4270
xbbo/search_algorithm/cma_optimizer.py sha256=MdEPirOf1JYTtYZQs4yumDCqSS-WYY8dIbFEL2VumKQ 2499
xbbo/search_algorithm/de_optimizer.py sha256=ZhWzULroRnyPrlQDUof6LAWejrTyjp09gLN4iWFTRyw 9964
xbbo/search_algorithm/lamcts.py sha256=l2UQqkWnLT4d8KHq0TCeZtGSuYJFA5wGiv6ey_mY0wc 8249
xbbo/search_algorithm/lfbo_optimizer.py sha256=POAKEWvIQ0evWcOF5nWPcWOK7pKr_msnqxoK8I60M78 11919
xbbo/search_algorithm/pbt_optimizer.py sha256=GURgXdSxqgTkv7LoOYCgR6gcr8Q9JUIDuanHfrCM23g 5038
xbbo/search_algorithm/pso_optimizer.py sha256=9VVYbkSeZSZA6I8SEGGeaOx7DD6YeTWD_-o-1uu2F-k 6552
xbbo/search_algorithm/random_optimizer.py sha256=3r-ODzc-09Xn9QunVDGyDlijgkUEF2hDYh55cks4S5s 2682
xbbo/search_algorithm/regularizedEA_optimizer.py sha256=l0N78bGmIcAusrrOE5zav-WkJCj0BWrQnd0JPJyLyvg 5953
xbbo/search_algorithm/rfrbo_optimizer.py sha256=tSL5ZoX4_qm9S8R1qxYOtYcYeyLE4e6uYJ2kUDY3pfc 12251
xbbo/search_algorithm/tpe_optimizer.py sha256=WxczjNtSBeZdfmn4gBX3S5UGCVW7EyXnEYJxhiML3Uo 13736
xbbo/search_algorithm/transfer_bo_optimizer.py sha256=3yNIwcP9_tognuBpZ02NOAsdDpu2KeKaMYL17gzLddU 10946
xbbo/search_algorithm/turbo_optimizer.py sha256=VczyaOmmGfQOHrtw7HuQjG-_z65SQN0J41p2reYXP4g 12730
xbbo/search_algorithm/xnes_optimizer.py sha256=lYWerlFLmH6nTCUpVSDoaujn82yVGwz6-_rsXV85hKg 6373
xbbo/search_algorithm/multi_fidelity/BOHB.py sha256=dtyvDq9EHVC1OLbwm8oO6FrsnF625z9Q08za2higY-Q 6775
xbbo/search_algorithm/multi_fidelity/DEHB.py sha256=TdDoYvsKOoh7Ry5s4MZt8Y0UhBwgOgPcmcCh9xMcA-Q 10375
xbbo/search_algorithm/multi_fidelity/RFDEHB.py sha256=NMKHYfhbPLh6H-9iD-rheyBLnc7urvBzNS8JpODf6iE 10145
xbbo/search_algorithm/multi_fidelity/RFHB.py sha256=rth8w33I-uttNrZuqsvS0TKNvw2mFZJTwti-rIZxT28 5653
xbbo/search_algorithm/multi_fidelity/__init__.py sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU 0
xbbo/search_algorithm/multi_fidelity/hyperband.py sha256=-5eoxtc5mPY-7zi-JVQJl6Nq6R8fDfUbDhZH9LJX3uE 13452
xbbo/search_algorithm/multi_fidelity/mfes_BOHB.py sha256=J26Tnh-G5TkeqQryQCr9W-Toj8XBPGEG7KOPRaLzjso 23030
xbbo/search_algorithm/multi_fidelity/utils/__init__.py sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU 0
xbbo/search_algorithm/multi_fidelity/utils/bracket_manager.py sha256=dBYTrDzaQl0iwbkAKf0CCqchAV0WVAHbTWree5Ty82o 37777
xbbo/search_algorithm/multi_obj/__init__.py sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU 0
xbbo/search_algorithm/multi_obj/nsga_optimizer.py sha256=2FwWtCcASjNpSbegWEH6HXCaPkfhwwHnNnNWMuW-l0Q 9131
xbbo/surrogate/__init__.py sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU 0
xbbo/surrogate/base.py sha256=Iuld5hPrxczwfSAouBBUKAJds-HNCEPPFsY_09bqCKA 19914
xbbo/surrogate/gaussian_process.py sha256=9-l0iqM2_T6ujlxULUY670SUEK5vWttxu5Z-4IJEEwY 14476
xbbo/surrogate/gp_kernels.py sha256=8OeNpanpw3nuazJGS1v_zz4dL1wfYxRZenZVwRUe7CA 29032
xbbo/surrogate/gp_prior.py sha256=XsOBANx25ni3NHoAIi7DDpZhqCff3Vpt8alUCCEqzU4 16669
xbbo/surrogate/prf.py sha256=TBKz2auZwTpZP5ePXkS_DwFXhlXyHUg5-dxWdH3ph1U 11194
xbbo/surrogate/sk_prf.py sha256=-sg8RDUO3SnwkvqF91yhVOPRq4hWvwa9tIymOjZoxnk 10124
xbbo/surrogate/skrf.py sha256=ZTE4vNFrDoTRaPaJy2CCHvUOCszQgQvrIj_XpJACjEE 5118
xbbo/surrogate/transfer/__init__.py sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU 0
xbbo/surrogate/transfer/base_surrogate.py sha256=jIseSKcA-VFYTIOdw85d5DIrGhS7D2RL7MfiJLL4O1w 3929
xbbo/surrogate/transfer/gp_ensemble.py sha256=bqInUqVPXoeOFHALkx_kOEj-foMRaae-Tbp6VfSRtAk 3951
xbbo/surrogate/transfer/rf_ensemble.py sha256=9p1QGIyQBJZJIrAImZnp36s1PeI0NF60XeDamjPRlDk 4095
xbbo/surrogate/transfer/tst.py sha256=3IIeVBVGmOx06KEjnOjzprjr1dK03JZY2me3PiEbjTg 4449
xbbo/surrogate/transfer/weight_stategy.py sha256=spW8Pip6T-W5oy5whQXD4eGViRb4fAy8TVTib5OyCz8 11445
xbbo/utils/__init__.py sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU 0
xbbo/utils/analysis.py sha256=Q9dT3ifulIwsEV_9ke2V0Z0gNttmhNKEE7voY69JoCQ 21838
xbbo/utils/config.py sha256=h3lYMMHOr4JOanE2CLezbjNfXtCD-5ZJ5It9h9bCxr4 4123
xbbo/utils/record.py sha256=vB_Wa2jFapoVl2UZ9BcDKXT0XwNc3iD_58eisHezB3Q 5002
xbbo/utils/util.py sha256=7JisHsMSz_MJaXzv67XZSNusfzGUANdf21XjX95_YOQ 4304
xbbo/utils/message_queue/__init__.py sha256=sPD1_QOC8I1lQivUNARk3Rv0z4zL5-kaZgiUFQpYtE4 15
xbbo/utils/message_queue/limit.py sha256=sv08KBCbSefJvCvvZKj9K8ujILIVkNBhOa3OQ_EpsWM 2745
xbbo/utils/message_queue/master_messager.py sha256=CYht5CVFSf7y5K6tsb3qxtHdWagHGOlXkyzRVxQBeDU 1424
xbbo/utils/message_queue/worker.py sha256=o5EHq0RkTbKoIo6x3GrW2KJGbF0C8JqpGz8XBZXi534 2824
xbbo/utils/message_queue/worker_messager.py sha256=av7-M889oT7RFPoTwNdWKyi-mOCFInUjQq8Sx29fjQM 1029
XBBO-0.3.3.dist-info/LICENSE sha256=IfrgIgOvR42lb6_NRC5O1OntfruiMVmZZcy8r_rG0ms 1066
XBBO-0.3.3.dist-info/METADATA sha256=Mm9ts-oM3ZQKJaqtM7DXEdy3LQNWKnPBi329vl4erWs 9644
XBBO-0.3.3.dist-info/WHEEL sha256=iYlv5fX357PQyRT2o6tw1bN-YcKFFHKqB_LwHO5wP-g 110
XBBO-0.3.3.dist-info/top_level.txt sha256=BiGisdpr05QVaC4eIxJGVVMco4nANibkyjw-qcbq32Q 16
XBBO-0.3.3.dist-info/RECORD

top_level.txt

comparison
xbbo