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0.3.1 yaib-0.3.1-py2.py3-none-any.whl

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Project: yaib
Version: 0.3.1
Filename: yaib-0.3.1-py2.py3-none-any.whl
Download: [link]
Size: 16301
MD5: 95a49d12d3c982ed63fda5d25afa961b
SHA256: 79a81c6359ebac87b588e61dd4d54006a51ca63969e7784b92d8415e1ce6e53b
Uploaded: 2023-06-13 11:38:01 +0000

dist-info

METADATA · WHEEL · RECORD · top_level.txt · entry_points.txt

METADATA

Metadata-Version: 2.1
Name: yaib
Version: 0.3.1
Summary: Yet Another ICU Benchmark is a holistic framework for the automation of the development of clinical prediction models on ICU data. Users can create custom datasets, cohorts, prediction tasks, endpoints, and models.
Author: Robin van de Water
Author-Email: robin.vandewater[at]hpi.de
Home-Page: https://github.com/rvandewater/YAIB
License: MIT license
Keywords: benchmark mimic-iii eicu hirid clinical-ml machine-learning benchmark time-series mimic-iv patient-monitoring amsterdamumcdb clinical-data ehr icu ricu pyicu
Classifier: Development Status :: 4 - Beta
Classifier: Intended Audience :: Developers
Classifier: License :: OSI Approved :: MIT License
Classifier: Natural Language :: English
Classifier: Programming Language :: Python :: 3.10
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Requires-Dist: gin-config (==0.5.0)
Requires-Dist: pytorch-ignite (==0.4.11)
Requires-Dist: torch (==2.0.1)
Requires-Dist: pytorch-cuda (==11.8)
Requires-Dist: lightgbm (==3.3.5)
Requires-Dist: numpy (==1.24.3)
Requires-Dist: pandas (==2.0.0)
Requires-Dist: pyarrow (==11.0.0)
Requires-Dist: pytest (==7.3.1)
Requires-Dist: scikit-learn (==1.2.2)
Requires-Dist: tensorboard (==2.12.2)
Requires-Dist: tqdm (==4.64.1)
Requires-Dist: pytorch-lightning (==2.0.3)
Requires-Dist: wandb (==0.15.4)
Requires-Dist: pip (==23.1)
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Requires-Dist: hydra-core (==1.3)
Requires-Dist: recipies (==0.1.1)
Requires-Dist: mkl (<2022); extra == "mps"
Provides-Extra: mps
Description-Content-Type: text/markdown
License-File: LICENSE
[Description omitted; length: 13653 characters]

WHEEL

Wheel-Version: 1.0
Generator: bdist_wheel (0.38.4)
Root-Is-Purelib: true
Tag: py2-none-any
Tag: py3-none-any

RECORD

Path Digest Size
icu_benchmarks/__init__.py sha256=pBMRirXTJQo-EO2fGRq6eOp7aR7f5yqa6iYkH_QVObI 159
icu_benchmarks/contants.py sha256=_YB08CQmENCUnRWTIldaXzNKYeRlRo98qZi7qo6ZYck 155
icu_benchmarks/cross_validation.py sha256=_DXeu-V4qTEyb-V-4ci3hrpNH0BZfSnvMpbyJh8y5RY 4875
icu_benchmarks/run.py sha256=HrJC3Pj40Y9TDEaMCp13xgg4w5iou5SFcdzhkhmQpKI 6061
icu_benchmarks/run_utils.py sha256=d0LsHBepoFqBHFQNgVMbgHyGXwIjCq2_lp6chFRaEHU 11821
icu_benchmarks/wandb_utils.py sha256=zQOkXlI64TXn3ylbrxm9kbMc1TbNx2kVyNRNGmerBsU 1637
yaib-0.3.1.dist-info/LICENSE sha256=aQO49L5qimHt0UxPTlRLicU5cSVhdUnm7k1Ec98-r8E 1215
yaib-0.3.1.dist-info/METADATA sha256=9NpyKdl0p8qdgjxwcRU7DNaiHBRFTWquKaqk3Pe0KDw 15674
yaib-0.3.1.dist-info/WHEEL sha256=bb2Ot9scclHKMOLDEHY6B2sicWOgugjFKaJsT7vwMQo 110
yaib-0.3.1.dist-info/entry_points.txt sha256=2FvHz3-zDtaqFJXungdMpL9sWlL8roqgPttNzmKr8kQ 59
yaib-0.3.1.dist-info/top_level.txt sha256=tMNfKvvlPACIbabj4GoWKS3Qd3sukUaiq7AcbqTXaiM 15
yaib-0.3.1.dist-info/RECORD — —

top_level.txt

icu_benchmarks

entry_points.txt

[console_scripts]
icu-benchmarks = icu_benchmarks.run:main