hyperimpute

View on PyPIReverse Dependencies (3)

0.1.17 hyperimpute-0.1.17-py3-none-any.whl
hyperimpute-0.1.17-py3-none-macosx_10_14_x86_64.whl

Wheel Details

Project: hyperimpute
Version: 0.1.17
Filename: hyperimpute-0.1.17-py3-none-any.whl
Download: [link]
Size: 92923
MD5: d3ababcaeeeec7b625b1e47906d9cec7
SHA256: a856fa2b07592e9edbf69d4370d426b10e75487e2f28923970b6f5bbf391429b
Uploaded: 2023-02-28 17:39:34 +0000

dist-info

METADATA

Metadata-Version: 2.1
Name: hyperimpute
Version: 0.1.17
Summary: A library for NaNs and nulls
Author: Bogdan Cebere
Author-Email: bcc38[at]cam.ac.uk
Home-Page: https://www.vanderschaar-lab.com/
License: MIT
Classifier: Programming Language :: Python :: 3
Classifier: Topic :: Scientific/Engineering :: Artificial Intelligence
Classifier: Intended Audience :: Healthcare Industry
Classifier: License :: OSI Approved :: MIT License
Classifier: Operating System :: OS Independent
Platform: any
Requires-Dist: scikit-learn (>=1.0)
Requires-Dist: pandas (>=1.3)
Requires-Dist: torch (>=1.10.0)
Requires-Dist: numpy (>=1.20)
Requires-Dist: catboost (>=1.0.5)
Requires-Dist: optuna (>=3.1)
Requires-Dist: loguru (==0.6.0)
Requires-Dist: xgboost (>=1.6.1)
Requires-Dist: miracle-imputation (>=0.1.3)
Requires-Dist: lightgbm
Requires-Dist: redis
Requires-Dist: cloudpickle
Requires-Dist: geomloss
Requires-Dist: pydantic
Requires-Dist: jupyter
Requires-Dist: notebook
Requires-Dist: importlib-metadata; python_version < "3.8"
Requires-Dist: setuptools; extra == "testing"
Requires-Dist: pytest; extra == "testing"
Requires-Dist: pytest-cov; extra == "testing"
Requires-Dist: pytest-benchmark; extra == "testing"
Requires-Dist: tabulate; extra == "testing"
Requires-Dist: bandit; extra == "testing"
Requires-Dist: black; extra == "testing"
Requires-Dist: flake8; extra == "testing"
Requires-Dist: pre-commit; extra == "testing"
Requires-Dist: xlrd; extra == "testing"
Provides-Extra: testing
Description-Content-Type: text/markdown; charset=UTF-8
License-File: LICENSE
[Description omitted; length: 9503 characters]

WHEEL

Wheel-Version: 1.0
Generator: bdist_wheel (0.38.4)
Root-Is-Purelib: true
Tag: py3-none-any

RECORD

Path Digest Size
hyperimpute/__init__.py sha256=-0roUN7YS4XJuWvAuVetHFdi0IftwGqRc0JcvoTiQkQ 553
hyperimpute/logger.py sha256=ZRB-sc8d6Ukx2BeAP4Jk8qX1LuJj0pS_43HfV4qnv-0 2877
hyperimpute/version.py sha256=1QztwoyK8p6Eg933YczTEXu4ZNWkRiznzZmdK54vH88 125
hyperimpute/exceptions/__init__.py sha256=NbZUuC7oVHbCpuAcI4_V6ftsNfHpWd1fv7pv5OM9Ezs 92
hyperimpute/hooks/__init__.py sha256=Eqq3-8h598K6rfT6IyN0RKdnM1VQZ0hQZeIgHsdBcYQ 322
hyperimpute/plugins/__init__.py sha256=aaXI0xmz52fmLwtx9iW4JvdU02MeaNpm48gr31EbTF8 1831
hyperimpute/plugins/core/__init__.py sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU 0
hyperimpute/plugins/core/base_plugin.py sha256=Dq47S48aSECEwYrxJkxwUKwLb_SE9sPqiUoJWWVUFPs 7969
hyperimpute/plugins/core/device.py sha256=vKevpLw9PSERyngSgTHAi9Es6JnvmgdZCfNQZo7dXG4 16
hyperimpute/plugins/core/params.py sha256=YrbNK1r7kQd3-BhPOxJyXeLz2xA36gKoAbFu-vDmYGw 2578
hyperimpute/plugins/imputers/__init__.py sha256=-THRduAu4XkK-61Ne0ARMy_WsUBj5BSkK6evl6ezWNI 533
hyperimpute/plugins/imputers/_hyperimpute_internals.py sha256=ZNrG2Z6GZjI7EWurc05I64LQnTbmZhoxss5_jFOOD6s 32197
hyperimpute/plugins/imputers/base.py sha256=Xg5vT4ebLKbrZYCCGqgWyEoTQukoa_yMC5ozIqpxi3M 1842
hyperimpute/plugins/imputers/plugin_EM.py sha256=IcHVzcmv5qFYPIOOySVsJ3XXLezYl1Iq0kotBe26w-8 9997
hyperimpute/plugins/imputers/plugin_gain.py sha256=ZAcidMUAarmmFTZ9k9NmlEHGQwO-Xwa-H2iOp52gDws 11190
hyperimpute/plugins/imputers/plugin_hyperimpute.py sha256=5jdMDmjpTIZxRt9IjGw0Ckqh0YQMRUGDTx9FhXuNOsY 5511
hyperimpute/plugins/imputers/plugin_ice.py sha256=-2OKiDvtYYu9nr5LbVTtHNgk_3EZrjXdkR5BYBkTfZI 3100
hyperimpute/plugins/imputers/plugin_mean.py sha256=yI1Pvzu5Lb33CVMNKZ7bnaU-TU4RArCE_H8Ual-2oao 1434
hyperimpute/plugins/imputers/plugin_median.py sha256=Q3wcfi0u9SkREwUKEvtlUL5b3zl2yCV0KLMOeRrB5JE 1607
hyperimpute/plugins/imputers/plugin_mice.py sha256=OQ896cy4-UYTgUUbsKgEgbTsCvNZAOwIW4pdkYff0U0 4598
hyperimpute/plugins/imputers/plugin_miracle.py sha256=KZy1rEg_Lz8-sG7yqbYC0NZUf1OTOK4ABxt9W0F31dQ 4294
hyperimpute/plugins/imputers/plugin_missforest.py sha256=5E1nn22KEBTJCiI7lV2tpUB0C-EwVyRZU8StL-QUDhw 3089
hyperimpute/plugins/imputers/plugin_miwae.py sha256=0jsBBRwztCNFaAQv9FLLkxWP6RJ_V89nIMByvh-FtR4 10270
hyperimpute/plugins/imputers/plugin_most_frequent.py sha256=lHde46rAKHUtVAJ7DyrqpOgs2EcPphcu0tWjoXAZeak 1485
hyperimpute/plugins/imputers/plugin_nop.py sha256=MNOa32gFkipMVZv2XXU7M8wPaq00FQohnEw2u_PFWsA 839
hyperimpute/plugins/imputers/plugin_sinkhorn.py sha256=hX-11ivcmWgOzgQfn6H0nCf_itfkTOxAU8osbEnUXAk 6694
hyperimpute/plugins/imputers/plugin_sklearn_ice.py sha256=EfGuNh2d8AuTTP49y94cbXclBS60f6-74a9VisG0W6U 3453
hyperimpute/plugins/imputers/plugin_sklearn_missforest.py sha256=PkpbPzCkRR-1AonXPe66zeDmONfLiDzMYwtqu8mbPLo 3279
hyperimpute/plugins/imputers/plugin_softimpute.py sha256=Q-e99lR_Z7KjpLsIntl1YZ-obhW3Y9ra1g0KGGu5adI 11479
hyperimpute/plugins/prediction/__init__.py sha256=-Dtu5Bmo9uheZf7JsPfXSsJLs64BPokE0toyzU2U00M 1574
hyperimpute/plugins/prediction/base.py sha256=086L4WT_Qv12xT0IBwtdWAp7uRFFG5WaUoqcFpq5TQg 2332
hyperimpute/plugins/prediction/classifiers/__init__.py sha256=6PizWGWtR0JgU25lWMjVTGCyRRWzI6HNQgsR3YQSA18 575
hyperimpute/plugins/prediction/classifiers/base.py sha256=uphxXLqcKKTY8Kdk5GCV9ij5JaJkxIf1DbFS8pvIaCA 2178
hyperimpute/plugins/prediction/classifiers/plugin_catboost.py sha256=AdSITyP0wfceonANRYuPbxo1aQCS6OMPSjZ4pUSxtvs 3908
hyperimpute/plugins/prediction/classifiers/plugin_kneighbors.py sha256=gctP41_J6x2yCCf9UmGt0mzW_aDBQcqu35uITNlqzQQ 2746
hyperimpute/plugins/prediction/classifiers/plugin_logistic_regression.py sha256=d006sbnDXahV5BT_owYvsnQPhnhdqoyCMHnKs6qq6aM 4117
hyperimpute/plugins/prediction/classifiers/plugin_neural_nets.py sha256=X3BR0D2o0nQoHdC1CAbNR8I6E8mVAsy062tSfEmbCcQ 11174
hyperimpute/plugins/prediction/classifiers/plugin_random_forest.py sha256=VN5EuS6PYRSiskhs70U29ncR5kxZranFqoWAt4ykhuo 4188
hyperimpute/plugins/prediction/classifiers/plugin_svc.py sha256=_F7_TcrD5L1OsWId2bK5CGPkA8qACex_BgCGWXioSHA 2216
hyperimpute/plugins/prediction/classifiers/plugin_xgboost.py sha256=Vn53MTPO9ltgJXcPsfIMAqsqNDNl20ySrmTUIX4lyxA 5698
hyperimpute/plugins/prediction/regression/__init__.py sha256=LYec6Z9MFGUkblcMlxSnaDzo-NXY1yZl_qR4fxWFjq4 572
hyperimpute/plugins/prediction/regression/base.py sha256=1E_LN3kirq6UcAeQVdvLuFWUcUr06YDz0EJm2s9HEJU 1980
hyperimpute/plugins/prediction/regression/plugin_catboost_regressor.py sha256=mPRMsIIj_xfyHJtA0z65e3RYy7RLNyXaFvZyUAYR3DA 3651
hyperimpute/plugins/prediction/regression/plugin_kneighbors_regressor.py sha256=V6gjbVCrkRRQMa3kznjA2KGDSSwhlKkCqc4_CgoNhI4 2489
hyperimpute/plugins/prediction/regression/plugin_linear_regression.py sha256=tmznEj8KhHhjfihibNjQ0-x8WJgeSubzvoealaTgl8U 2076
hyperimpute/plugins/prediction/regression/plugin_mlp_regressor.py sha256=czdlLvvtV03A1axZE2y_5fxKbTkFkEaatNPmMI5sQow 1558
hyperimpute/plugins/prediction/regression/plugin_neural_nets_regression.py sha256=Wj7vyLwg7m04Foi8KkymtA6kKnxrV3FjCeaLbNthgsU 10648
hyperimpute/plugins/prediction/regression/plugin_random_forest_regressor.py sha256=GGkUYgO14uQZ9fAwIvOT-ahQmsdZA5JoilPJrnUo_eg 4093
hyperimpute/plugins/prediction/regression/plugin_svm.py sha256=533WFFzMqDDJRG508hXiFG9ttaETrjjBgpHCzpv1fcE 1987
hyperimpute/plugins/prediction/regression/plugin_xgboost_regressor.py sha256=Z4mkUhgrlRr_aPaDx55UQ2uTR3PwaPBQ-IIHexSPw5M 5645
hyperimpute/plugins/utils/__init__.py sha256=4bNDHHH3HJWWgGwh97eryLQVeS4rVS-ZQ8f4-jzkf6Q 148
hyperimpute/plugins/utils/cast.py sha256=apMMVRs7EKu92hl-rxUQUZtD4ce_PHA-7CGlMN1bvy8 1315
hyperimpute/plugins/utils/decorators.py sha256=vbWD-ERtXWrZIuPdrOvzvElhECyqdQQfVbBXkPWeip8 1834
hyperimpute/plugins/utils/metrics.py sha256=cK6ftoVwBZ1X4xq1m9H-oDgGJM0l3XZ97WBnAmvtj4w 992
hyperimpute/plugins/utils/simulate.py sha256=kMRHISbXe-8obGR8KJGJzb7CjQZUkULTLwHa9lnU2Mc 11981
hyperimpute/utils/__init__.py sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU 0
hyperimpute/utils/benchmarks.py sha256=Qvlos84kCi0zdCu8w7X1ib0_upm-yZMgzxh2wMNGRMQ 10383
hyperimpute/utils/distributions.py sha256=3WydFrAkfuajHWgFko-cgSQVLmjrH2PSMWzgFM8LKbE 215
hyperimpute/utils/encoder.py sha256=q5QAtscTmPCV-HuGLdZJ9cZFZuQAfhNnhf_7QM7snSs 465
hyperimpute/utils/metrics.py sha256=U9t6UPiyYKKv0NFMVdnahWZQH8ot2qaFahyfPPgvm_A 3577
hyperimpute/utils/optimizer.py sha256=DnpgQqZSBoomQ984MFknrlJXamQzkdtcLUUc67UyF_0 3406
hyperimpute/utils/pandas.py sha256=BLbkyXK3iSnxr4uvsZOabHGLHD10fA_K3N0KCZeijaQ 1255
hyperimpute/utils/parallel.py sha256=KrC5vhTH7Isv31MAPJwm2BXooBg4LESvzfXOw8xo0jA 371
hyperimpute/utils/serialization.py sha256=yvWSvH2u7m1pZ91RtU4LnoXXdkS3jcUIIlhZqzcNzR8 5437
hyperimpute/utils/tester.py sha256=hh4u6m5rPEw3d3nWJ6enjwpRNmP15f7BqX_7iwFO0Bg 7863
hyperimpute/utils/torch.py sha256=2L7x7PShXAhQWdDaPN-xSdoCFl9NhPfwS24lYu_79HU 249
hyperimpute-0.1.17.dist-info/LICENSE sha256=MzhgS6zHSRWv3ge3FfZ5ULYPBKlKZ6HBWZ-Il9iYYLo 1097
hyperimpute-0.1.17.dist-info/METADATA sha256=DnJLKXzZsv_XOi953_y4y07wRmgLQB4S9ngjWaOal1M 11332
hyperimpute-0.1.17.dist-info/WHEEL sha256=2wepM1nk4DS4eFpYrW1TTqPcoGNfHhhO_i5m4cOimbo 92
hyperimpute-0.1.17.dist-info/top_level.txt sha256=Dag4l5y5_mK5Di2PiiHCJIYj9XlZevr6gKAriyvv6KM 12
hyperimpute-0.1.17.dist-info/RECORD

top_level.txt

hyperimpute