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auto-surprise

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0.1.9 auto_surprise-0.1.9-py3-none-any.whl

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Project: auto-surprise
Version: 0.1.9
Filename: auto_surprise-0.1.9-py3-none-any.whl
Download: [link]
Size: 19798
MD5: d6325df78c02a63c3ae5cd7206d5033a
SHA256: bfa4c2736da9e0798d903cce2b7ca8e868470b10f79762e2cccc5c217ad90af3
Uploaded: 2023-06-02 20:00:35 +0000

dist-info

METADATA · WHEEL · RECORD · top_level.txt

METADATA

Metadata-Version: 2.1
Name: auto-surprise
Version: 0.1.9
Summary: A python package that automates algorithm selection and hyperparameter tuning for the recommender system library Surprise
Author: Rohan Anand
Author-Email: anandr[at]tcd.ie
Home-Page: https://github.com/ISG-Siegen/Auto-Surprise
Classifier: Programming Language :: Python :: 3
Classifier: License :: OSI Approved :: MIT License
Classifier: Operating System :: OS Independent
Requires-Python: >=3.8
Requires-Dist: cloudpickle (==2.2.1)
Requires-Dist: future (==0.18.3)
Requires-Dist: hyperopt (==0.2.7)
Requires-Dist: joblib (==1.2.0)
Requires-Dist: markdown-it-py (==2.2.0)
Requires-Dist: mdurl (==0.1.2)
Requires-Dist: networkx (==3.1)
Requires-Dist: numpy (==1.24.2)
Requires-Dist: pandas (==2.0.0)
Requires-Dist: py4j (==0.10.9.7)
Requires-Dist: Pygments (==2.14.0)
Requires-Dist: python-dateutil (==2.8.2)
Requires-Dist: pytz (==2023.3)
Requires-Dist: rich (==13.3.3)
Requires-Dist: scikit-learn (==1.2.2)
Requires-Dist: scikit-surprise (==1.1.3)
Requires-Dist: scipy (==1.10.1)
Requires-Dist: six (==1.16.0)
Requires-Dist: threadpoolctl (==3.1.0)
Requires-Dist: tqdm (==4.65.0)
Requires-Dist: typing-extensions (==4.5.0)
Requires-Dist: tzdata (==2023.3)
Description-Content-Type: text/markdown
License-File: LICENSE
[Description omitted; length: 4395 characters]

WHEEL

Wheel-Version: 1.0
Generator: bdist_wheel (0.40.0)
Root-Is-Purelib: true
Tag: py3-none-any

RECORD

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auto_surprise/__version__.py sha256=Nvr0r562hFt8PjRV28O_lNXRTB_Gl6I9tgkyzW0FWlU 51
auto_surprise/constants.py sha256=jp7SibKmxBVb3dUxYGxvZOojYbPak0EYz3x-9-CI93o 1999
auto_surprise/engine.py sha256=6wQ3pwBijIfckBL9lKpblMVf3BQUfHJiiHoC0M4QFXo 4248
auto_surprise/exceptions.py sha256=uh-LqlDsNIMzwsEtvNV_6peV2U-YAPT_Brk6VRGUCm4 278
auto_surprise/trainer.py sha256=nf3bXM3j_L5FRyzYBLHrCRtGntytDUb1nLoAB30iVMs 4551
auto_surprise/validation_util.py sha256=vQufEY-YSwoFdaEzUxQZSuR7YPB7lXZ5vQ0yJ57blu0 1744
auto_surprise/algorithms/__init__.py sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU 0
auto_surprise/algorithms/base.py sha256=PPw8wJ2cjzwpORIBE2aX_pOrcQ7D4UpJWIWo8jaxN7k 3052
auto_surprise/algorithms/spaces.py sha256=2oaN5gVKPMQtQYnVcdwN21pCk08uO0PP8NGg52EAx8Q 3943
auto_surprise/context/__init__.py sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU 0
auto_surprise/context/backend.py sha256=TL8TCaz0UjSQpPUrpn0KX39mBDOCWDuENDHVGRRwFaA 688
auto_surprise/context/limits.py sha256=ArZzPiv_DHhYNWgFKFFqyArxUp6kq8mdjIr_wmKQXEs 539
auto_surprise/context/result_logging_manager.py sha256=gtSTAX5ibWNo9JVdLhcx4nhTwUU8xhfXxq2iczkNTQg 1196
auto_surprise/strategies/__init__.py sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU 0
auto_surprise/strategies/base.py sha256=MME5U9sggKkHFrPyzUnuUnwgFXs6UGkRChnFTJ6ueTA 757
auto_surprise/strategies/basic_reduction.py sha256=IxONGa_ry5UcMx69u6ugfTs1a5otk6PpqKGqfggZFOE 3048
auto_surprise/strategies/smbo.py sha256=KPB3Af5y9F1IHBQroSHpophWEoPMzJBZm9gjfw6xk6k 2325
tests/__init__.py sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU 0
tests/test_engine.py sha256=Vx_A-p5dKtADhkxb9MDPHEQ46EthhFz9o4265Put15U 677
tests/test_trainer.py sha256=TDXDigks2JY-SrEgkfoAjWrx3LV_u6nkDi3WqiyAG-A 1579
tests/test_validation_util.py sha256=7y2GsupZ3XNsD4Gmf2aQJx62Xt96xdHR0kjMMtpsiaY 1669
tests/utils.py sha256=WW9rmTDUaSHWEDKVC99YTDttxLR1B2B1JMh1xMUVEik 604
tests/algorithms/__init__.py sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU 0
tests/algorithms/test_base.py sha256=teSMfBr8L-3oxQsAdlgQtWJR5eKaV3wP-7BWfASK6QE 1683
auto_surprise-0.1.9.dist-info/LICENSE sha256=I5tBCAEcf8E5MazSqCiWgEYqQTaJ-2_0JZ5AC6YRwd8 1068
auto_surprise-0.1.9.dist-info/METADATA sha256=gc5OF2QW-oGAQOy5rxOpIuS2dPiIfcbAt3CvClLnybk 5679
auto_surprise-0.1.9.dist-info/WHEEL sha256=pkctZYzUS4AYVn6dJ-7367OJZivF2e8RA9b_ZBjif18 92
auto_surprise-0.1.9.dist-info/top_level.txt sha256=1wIWp6Q_CS6QpdumUlXTVR87gnrW21UEtS1lEdjRVDA 20
auto_surprise-0.1.9.dist-info/RECORD — —

top_level.txt

auto_surprise
tests