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tpot

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0.12.2 TPOT-0.12.2-py3-none-any.whl

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Project: tpot
Version: 0.12.2
Filename: TPOT-0.12.2-py3-none-any.whl
Download: [link]
Size: 87448
MD5: c8570d75a749ed892d532c245528fe27
SHA256: dc0d07b978d89d0086d8d32ceee3c8c3db273c7b2828a92c1ade211504f602e6
Uploaded: 2024-02-23 19:06:10 +0000

dist-info

METADATA · WHEEL · RECORD · top_level.txt · entry_points.txt · zip-safe

METADATA

Metadata-Version: 2.1
Name: TPOT
Version: 0.12.2
Summary: Tree-based Pipeline Optimization Tool
Author: Randal S. Olson
Author-Email: rso[at]randalolson.com
Home-Page: https://github.com/EpistasisLab/tpot
License: GNU/LGPLv3
Keywords: pipeline optimization,hyperparameter optimization,data science,machine learning,genetic programming,evolutionary computation
Classifier: Intended Audience :: Science/Research
Classifier: License :: OSI Approved :: GNU Lesser General Public License v3 (LGPLv3)
Classifier: Programming Language :: Python :: 3.5
Classifier: Programming Language :: Python :: 3.6
Classifier: Programming Language :: Python :: 3.7
Classifier: Topic :: Scientific/Engineering :: Artificial Intelligence
Requires-Dist: numpy (>=1.16.3)
Requires-Dist: scipy (>=1.3.1)
Requires-Dist: scikit-learn (>=1.4.1)
Requires-Dist: deap (>=1.2)
Requires-Dist: update-checker (>=0.16)
Requires-Dist: tqdm (>=4.36.1)
Requires-Dist: stopit (>=1.1.1)
Requires-Dist: pandas (>=0.24.2)
Requires-Dist: joblib (>=0.13.2)
Requires-Dist: xgboost (>=1.1.0)
Requires-Dist: dask (>=0.18.2); extra == "dask"
Requires-Dist: distributed (>=1.22.1); extra == "dask"
Requires-Dist: dask-ml (>=1.0.0); extra == "dask"
Requires-Dist: imbalanced-learn (>=0.7.0); extra == "imblearn"
Requires-Dist: scikit-mdr (>=0.4.4); extra == "mdr"
Requires-Dist: skrebate (>=0.3.4); extra == "skrebate"
Requires-Dist: torch (==1.13.1); extra == "torch"
Provides-Extra: dask
Provides-Extra: imblearn
Provides-Extra: mdr
Provides-Extra: skrebate
Provides-Extra: torch
License-File: LICENSE
[Description omitted; length: 431 characters]

WHEEL

Wheel-Version: 1.0
Generator: bdist_wheel (0.42.0)
Root-Is-Purelib: true
Tag: py3-none-any

RECORD

Path Digest Size
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tpot/_version.py sha256=7cP-sjTdKAalXDvR-XP4J9Jtuc9yQcaXNqDB69MFjfw 947
tpot/base.py sha256=qgAW-DVLIo1ZE0Xkh-qx03Yjp2osIE4YmnUD3L694ds 86216
tpot/decorators.py sha256=4ZMpThiUfkuiP07gDcwJX2_PW8R30PWmgrCJwUSgDa0 4218
tpot/driver.py sha256=ACJ5qQbSaPHQ-En8pr8Ror5EM3qId7nX8gAiItMHGL8 19648
tpot/export_utils.py sha256=VH6xzF2MJBcsvPal7j_PVVPTtgpNX8Xb4vwMCIZ-hVM 15714
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tpot/gp_types.py sha256=auIeaAHp6RuUAePZFd30MGgVnQEcEYRGbhircWQFm0s 1008
tpot/metrics.py sha256=99cL7cmWg8zdugjnE2ftBSQXHokY0jWyeJX2eWrwtII 2712
tpot/operator_utils.py sha256=tO2MKRopaSg_fz9EYLSUf_Zag9GfguKPwMUrchkycaw 11634
tpot/tpot.py sha256=UQLqj_n3l1lUr7uA0DHZY-dj_t2gM72zArnQI7V4xSk 3465
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TPOT-0.12.2.dist-info/RECORD — —

top_level.txt

tpot

entry_points.txt

[console_scripts]
tpot = tpot:main

zip-safe