Wheelodex » Projects » HEBO

HEBO

View on PyPI — Reverse Dependencies (4)

0.3.5 HEBO-0.3.5-py3-none-any.whl

Wheel Details

Project: HEBO
Version: 0.3.5
Filename: HEBO-0.3.5-py3-none-any.whl
Download: [link]
Size: 112726
MD5: 0e9a3371a700a18e9dd0adfdad83e641
SHA256: e03721982db0e9979432ca4df25f060ca202d9c03935d9caec8f21b8e2d2397a
Uploaded: 2023-09-18 07:57:24 +0000

dist-info

METADATA · WHEEL · RECORD · top_level.txt

METADATA

Metadata-Version: 2.1
Name: HEBO
Version: 0.3.5
Summary: Heteroscedastic evolutionary bayesian optimisation
Home-Page: https://github.com/huawei-noah/HEBO/tree/master/HEBO
Classifier: License :: OSI Approved :: MIT License
Requires-Dist: numpy (<1.25,>=1.16)
Requires-Dist: pandas (>=1.0.1)
Requires-Dist: torch (>=1.9.0)
Requires-Dist: pymoo (>=0.6.0)
Requires-Dist: scikit-learn (>=0.22)
Requires-Dist: gpytorch (>=1.4.0)
Requires-Dist: GPy (>=1.9.9)
Requires-Dist: catboost (>=0.24.4)
Requires-Dist: xgboost
Requires-Dist: lightgbm
Description-Content-Type: text/markdown
License-File: LICENSE
[Description omitted; length: 4002 characters]

WHEEL

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

RECORD

Path Digest Size
hebo/__init__.py sha256=UMh0XD8b1jCgzeyeE2jHNy1WgmDLAXkN9H8MuI52-yg 609
hebo/sklearn_tuner.py sha256=SvAkmhNtibJZUVxYeqVzhqaG8h3svFqplYuiFtFOSwo 3502
hebo/acq_optimizers/__init__.py sha256=Agx3fC6a3KiEhGlRPmwOHbFht8VLUqJMtKxAL7PkqPU 456
hebo/acq_optimizers/evolution_optimizer.py sha256=ijZNpkEk52dHv6qKoVvHE5-1hWTrUo__04wlzP_CMh8 6880
hebo/acquisitions/__init__.py sha256=-3bB_vbY4Etckl834zZXQ01YDIHfUwgEqjkTT54K1go 440
hebo/acquisitions/acq.py sha256=vZFpiajA7t9qSjnVJNECjvC1MxPCc-M15HfAvjmc_X0 8124
hebo/benchmarks/__init__.py sha256=4G36LuGLM3qDkhLmibEzYxZg5M0vu3T7gD12yvosYVw 457
hebo/benchmarks/synthetic_benchmarks.py sha256=Ye32jejKGV_0sPQCRFAlp-KxCSHgPIhoYO4v1Az3mfo 7433
hebo/design_space/__init__.py sha256=GjfOrH8LnfSNBnvcluVAFfv_YvrRfiM8DJwwKB3mG3g 708
hebo/design_space/bool_param.py sha256=E1G_UA0aec10meuB5D_Kq_DLXGBcm-5_oMbLZxInj0Y 1441
hebo/design_space/categorical_param.py sha256=h6Pt8S1OGhhqJPrSf6U091kVZffgpng2RjRhbXU1lEI 2023
hebo/design_space/design_space.py sha256=7StApzsEz0GhZGBF7hwWOuZRpChPEBVjr9ze1sp0Pv0 4587
hebo/design_space/int_exponent_param.py sha256=WPz7Lk1hCDVD5y-x04u8Hj-X8bGOTAOQFdvCm6l-zZI 1668
hebo/design_space/integer_param.py sha256=E3_LX-Y4dZSQeYWPKse3Zk2FSVAOmshXcsNJJ8NC9Z4 1294
hebo/design_space/numeric_param.py sha256=HM8KR9i5htmx2jUYd4V9z-phMDFUDfN-h0qR-fXcFrs 1232
hebo/design_space/param.py sha256=6GteIsRcR7JdvwWJzUO43eTO58liY1hU8d5IJXTPkrQ 1540
hebo/design_space/pow_integer_param.py sha256=L3liscEXVjtHZiSctIi8s4D1reDf0EbQZwT9ZhqElJY 1475
hebo/design_space/pow_param.py sha256=HHM6qtozIvBK9GiRbiE8fonKIDE8h1EdfHGPxnhQxoE 1385
hebo/design_space/step_int.py sha256=O12d-dCeEJ-N0HL-r4CB2XgCc9rdMo2EPoBb5XXQ8l4 1711
hebo/models/__init__.py sha256=Io0XIAJGSFkapXY-4mSRjel82SM4uJTr9lT3b-IyJfA 485
hebo/models/base_model.py sha256=YWxSduUcrLt5TVRuMiwKijXPvzNiqyT0F_BozSWMaJo 2990
hebo/models/layers.py sha256=xCszcykxBUuK_eUDUHsG0Arx_0uU7UhiPKHccxBc_hs 1692
hebo/models/model_factory.py sha256=Oa4o5UEC2crDVN-xCRIiTX6B0ku-XxXzwdF3deXWrds 3035
hebo/models/scalers.py sha256=t7Q66ikXRLjy3v0ztTLA3_N19xT2X2TlNBmKsSlH8qE 3191
hebo/models/util.py sha256=2TulTQ6bKE8RHSwmClTnFCWEBRC4-rq3wFaE-kiBqLE 1418
hebo/models/boosting/__init__.py sha256=haLArYAGMQ26O5YXgR_ImuO_I2737O-_W8Dzo_E45Z4 445
hebo/models/boosting/catboost.py sha256=-0JhvzNaR2MhQ8wUGqtu7HlNuAV8eYzRmzIiqRFrohk 3168
hebo/models/gp/__init__.py sha256=jsYuRSjeJ-HcV_WLlvedyM82tx-FN-BrdA_evsnqYvM 439
hebo/models/gp/gp.py sha256=XqNtm9XBRy0NsNKTvGTepHBezYT7f6XqKHlsVIEHwTw 6643
hebo/models/gp/gp_util.py sha256=58L7PavPW0ubKYd4_yqgR-iI0LEN4zmr2zfdTj2VEPM 2813
hebo/models/gp/gpy_mlp.py sha256=1a_a46fuqaOkOGhq-XkMcpabLRwLJ0eUUlfpD0AwrOk 3908
hebo/models/gp/gpy_wgp.py sha256=n0U-IxvH0wf8H-RYOo2uKXgdmpmgfhWpZp_Dw9bBr0k 4947
hebo/models/gp/svgp.py sha256=7n-W4ex4c850KBYPlDKpzx45xeej0ZcV99B1V0nPJRo 10558
hebo/models/gp/svidkl.py sha256=Yp72O_8Gsq5C8q3sg8StYy7bX1HLDZNJAxLHCQ0zYEo 2525
hebo/models/nn/__init__.py sha256=CpdtR_DGZsGdy2CVMmbjDEnr19R0PpgpaCnPX870ppQ 450
hebo/models/nn/conditional_deep_ensemble.py sha256=BZUgnH25PIo1C6X0PqUM7xxOjkjAeyVd85Cai2VqYvM 14585
hebo/models/nn/deep_ensemble.py sha256=lhmCdFFkg5lUwJcm_Psj8pZjuzwYgR7hdz-v8KMbSlE 10462
hebo/models/nn/fe_deep_ensemble.py sha256=m-qpeAvQH1-4OrLLp9m2ypGNSmM-xSWBmZsU9pMuMH8 4050
hebo/models/nn/fe_layers.py sha256=KoeC77KLTGEXuJBZ1n9ILVst1pMnHLW4B6ygfqwdgY4 3396
hebo/models/nn/gumbel_linear.py sha256=lXcclNzybnMw8h7vqbup2fjnHkIsJiZY52ahZ4TrnKE 4398
hebo/models/nn/mcbn.py sha256=HfEVbXb9IsJWyp-box0f8mDmFaV0xSGKfjgsoELO-tU 2470
hebo/models/nn/sgld.py sha256=PqS3lPRs2Q5loQSDmHkEI9kvkxvEZFsQG2PME6zgQ3M 4814
hebo/models/nn/eac/__init__.py sha256=YgnFzSias2Ov4quDAdhaRgejjd6Fo6X1Iy3YWHWTav8 564
hebo/models/nn/eac/eac_ensemble.py sha256=MTx2zOxhQf_dIT6dz1wKRV5cIlLyTQbgCsHDLQf-Yhw 5333
hebo/models/nn/eac/eac_model.py sha256=xwLvEQoEZJbVNeUXAPOnab8b9tVN-bmy17CydWlRn6M 8128
hebo/models/nn/eac/embedding_alignment_cell.py sha256=SnGz30FUJlV0_cBZdbQzgEav5O9n6RyTKai8ftAXR_4 7669
hebo/models/nn/eac/masked_deep_ensemble.py sha256=3YeRcA5UC86R6Xyg31YAmaxcfyYrx4w9cn1YbwoEzFY 2894
hebo/models/nn/eac/positional_encoding.py sha256=NGp0F6J7FM5YWwF3FYnmeTF92-67xBM94phlF9xRvUE 1755
hebo/models/rf/__init__.py sha256=iCDmFy6qwFZvLbFAhXND2xT5r9VxPOu4HQC9wawkwvI 439
hebo/models/rf/rf.py sha256=dfh2FOCZ8rfqzbvUflaJUiCqJJXk2kx2lEmtJ18CbtU 2339
hebo/optimizers/__init__.py sha256=He8YS0IbIfHQwyl9j4wkjZwTGPBQK58tZYtkOWD1pR0 518
hebo/optimizers/abstract_optimizer.py sha256=8AnLLOsVlu-7cPvd82HjQoMlRnlz-RZ-qx_29pZ_N1s 1728
hebo/optimizers/bo.py sha256=wtsmpZo8xFSywKhtVpewxWX4eCvwcjZ6GxOpXRgjGwc 3726
hebo/optimizers/cmaes.py sha256=Y9DY-LDIP2rGCuJKCbW8ZudSdJlZ44f7gVg67_wt-38 8973
hebo/optimizers/evolution.py sha256=Mvevd-VKJAyt2D7Q4eUBkmirT36-ohDW-DN1rKo25b4 4976
hebo/optimizers/general.py sha256=NlBfClULBz9Zc1NJtDF8ATmBPqMCfuwIX1n2yeIGxP4 8038
hebo/optimizers/hebo.py sha256=K4goQtMJdY8WbikKVFJLuyvd9p90Qe8HuXGJ4w_XkRE 9797
hebo/optimizers/hebo_contextual.py sha256=ZqyShiA2HewMns9rTULB1duaG2_O9zff3EPtf7rr8uY 1718
hebo/optimizers/hebo_embedding.py sha256=ACcQd2CIl1cKxW2YuKKSIfpmg98WwxtkJtTXEbHaNBs 5836
hebo/optimizers/noisy_opt.py sha256=ODrdq3tjCV8G1gyFrgLVyEC5uzcB3SClv4Dygs6EWDg 3974
hebo/optimizers/nomr.py sha256=KmrzaGkCRolxanc14vkBdgxWfYi-NVgAxaXHLtJuE_Y 2741
hebo/optimizers/util.py sha256=9jivw9vOAcR12cQgwLnFHPUXvgOdvh6CmXbFtoAyBG0 2116
test/__init__.py sha256=zmK4Fx3GwpFfaDj6oi61RRAePA3B5RqwxblLQFAMfhQ 421
test/test_acq.py sha256=xJbt6CdaDw2CEx0P_Db2WNxVzH9-wyHUenZVkEEYDlQ 1869
test/test_base_model.py sha256=9zRWwNIqn_KTmoFti6rnDAyJJowBybXjxcLJT82ElUE 5081
test/test_categorical_encoder.py sha256=jYlQeXLgPMm8x4j8772e-mm9TYdwGGY369HQ1ufGJzQ 1758
test/test_concrete.py sha256=KqsQakNF-nia_u_1zdT3hWcXPlvpjD6s6IaEi8zmPbs 2536
test/test_constrained_multi_objective.py sha256=a80lOFRFFx2nyITtvWff2xjQM7N_4_UtnNDRKa_Lw6U 1398
test/test_deep_ensemble.py sha256=gfzVyzakaydidc3Vyy41AL9wy23182ITGcMyEt3CjRE 3679
test/test_design_space.py sha256=twh05JLqJebtIoLCtYnTxeL1Rzd3t8l7b-RypVY492g 3188
test/test_eac.py sha256=nXBIXdoZfWoIi_wo2aBr7DJSZgQGV7U-oSaMQJ1hZt4 11123
test/test_evolution_optimizer.py sha256=L1RfuzO7g6M_UUdKIAHuWVylOXXQE6q-Vti-sPSvssw 4678
test/test_fe_layers.py sha256=3RmHriM_QWqNmyOYQ9cHv0dONqYFtJPOSXFSSXO5_zo 1850
test/test_gp.py sha256=vzTyY9rGQlvObRzYsikBG7HEgFzs45vorVgBfyEGDPA 1810
test/test_model_util.py sha256=wdvBtJVRERvGBguUJLjhzfruqbC-tVhkSSiTvAkIrAI 980
test/test_multi_task_model.py sha256=oivz39G6YdRVuiJAgXfwC-falGRu-hKlHFPoJmk5OdA 4226
test/test_nju.py sha256=EuREhU1iGeKK8Oy4Q0-AqpGwAjnFEsLx8p6Y9I71x4I 1401
test/test_optimizer.py sha256=gZHiXvrDF0ysIcT_PwOplCuI994MDOtEyDsNi7vKeqQ 8478
test/test_scalers.py sha256=TCDLpQ-FIdfNwwFkCfEbLJPzwWjc0R0ulgzHN_GzUQ8 3449
test/test_sklearn_tuner.py sha256=h6-XdqSgRUqBZgBQ-ZF-_zBUPh6aBnsP1IUZBm0e4GQ 1335
test/util.py sha256=T3OlhqwqSusEdNrlMOWiDHBJBOFgzquTZf2syxZm9PU 797
HEBO-0.3.5.dist-info/LICENSE sha256=QJFm5lHcc8e-EE5WvCR4dkIfM3ZHq542uKgl7W5KbH8 1117
HEBO-0.3.5.dist-info/METADATA sha256=BhcP7YYsceJN_Jz7ajCJ5Y6W8mSF-wuly9q7799ZGck 4584
HEBO-0.3.5.dist-info/WHEEL sha256=yQN5g4mg4AybRjkgi-9yy4iQEFibGQmlz78Pik5Or-A 92
HEBO-0.3.5.dist-info/top_level.txt sha256=EsYMz5RPj6-B5J64rfj0SNkrRFr-YqTiSBuPcYFO-dY 10
HEBO-0.3.5.dist-info/RECORD — —

top_level.txt

hebo
test