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geochemistrypi

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0.6.1 geochemistrypi-0.6.1-py3-none-any.whl

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Project: geochemistrypi
Version: 0.6.1
Filename: geochemistrypi-0.6.1-py3-none-any.whl
Download: [link]
Size: 934495
MD5: 2b2bdc8d0d6bf82de81eaeb31990eb92
SHA256: ef53132137facdd5e1dc0b6e8d5a8ddb6c7d13d2cb2092a2deb6778afa2947bb
Uploaded: 2024-07-05 02:14:24 +0000

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METADATA · WHEEL · RECORD · entry_points.txt

METADATA

Metadata-Version: 2.3
Name: geochemistrypi
Version: 0.6.1
Summary: A highly automated machine learning Python framework dedicating to build up MLOps level 1 software product for data-driven geochemistry discovery
Author-Email: Can He <sanyhew1097618435[at]163.com>, Jianhao Sun <sjh20171502[at]gmail.com>, Jianming Zhao <zhaojianming[at]zju.edu.cn>, Yang Lyu <lyuyang1007[at]zju.edu.cn>
Maintainer-Email: Can He <sanyhew1097618435[at]163.com>, Jianhao Sun <sjh20171502[at]gmail.com>, Jianming Zhao <zhaojianming[at]zju.edu.cn>, Yongkang Shan <kk1361207571[at]163.com>, Mengqi Gao <2534671415[at]qq.com>
Project-Url: Homepage, https://geochemistrypi.deep-time.org
Project-Url: GitHub, https://github.com/ZJUEarthData/geochemistrypi
Project-Url: Bug Tracker, https://github.com/ZJUEarthData/geochemistrypi/issues
Project-Url: Online Documentation, https://geochemistrypi.readthedocs.io/en/latest/
License: MIT License Copyright (c) 2021 ZJUEarthData Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal in the Software without restriction, including without limitation the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions: The above copyright notice and this permission notice shall be included in all copies or substantial portions of the Software. THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.
Keywords: Automated,Continuous Training,Data Mining,Geochemistry Discovery,Geochemistry π,MLOps,Machine Learning,Machine Learning Lifecycle Management,Model Inference
Classifier: License :: OSI Approved :: MIT License
Classifier: Operating System :: OS Independent
Classifier: Programming Language :: Python :: 3.9
Requires-Python: ~=3.9
Requires-Dist: bcrypt
Requires-Dist: dash
Requires-Dist: fastapi
Requires-Dist: flaml (==1.0.14)
Requires-Dist: imblearn
Requires-Dist: joblib (==1.2.0)
Requires-Dist: matplotlib (==3.5.2)
Requires-Dist: mlflow
Requires-Dist: multipledispatch (==0.6.0)
Requires-Dist: numpy (==1.23.5)
Requires-Dist: openpyxl (==3.0.10)
Requires-Dist: optuna
Requires-Dist: pandas (==1.5.2)
Requires-Dist: passlib
Requires-Dist: pydantic (<2.0.0)
Requires-Dist: python-dotenv
Requires-Dist: python-jose[cryptography]
Requires-Dist: python-multipart
Requires-Dist: ray (==2.2.0)
Requires-Dist: ray[tune]
Requires-Dist: rich
Requires-Dist: scikit-learn (==1.1.3)
Requires-Dist: scipy
Requires-Dist: seaborn (==0.11.0)
Requires-Dist: sqlalchemy
Requires-Dist: statsmodels (==0.13.2)
Requires-Dist: threadpoolctl (==3.1.0)
Requires-Dist: typer (==0.7.0)
Requires-Dist: uvicorn
Requires-Dist: xgboost (==1.6.2)
Requires-Dist: pytest; extra == "test"
Provides-Extra: test
Description-Content-Type: text/markdown
License-File: LICENSE
[Description omitted; length: 20650 characters]

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entry_points.txt

[console_scripts]
geochemistrypi = geochemistrypi.cli:app