Wheelodex » Projects » lohrasb

lohrasb

View on PyPI — Reverse Dependencies (0)

4.2.0 lohrasb-4.2.0-py3-none-any.whl

Wheel Details

Project: lohrasb
Version: 4.2.0
Filename: lohrasb-4.2.0-py3-none-any.whl
Download: [link]
Size: 44678
MD5: 4b4e4ceac28e2301b8580e6fb48034e7
SHA256: 52f3e46c5122da06cb9ba9bc6579b91a5ae5ab0c5486e341563f42bcf5e1f15e
Uploaded: 2023-09-09 22:14:18 +0000

dist-info

METADATA · WHEEL · RECORD · top_level.txt

METADATA

Metadata-Version: 2.1
Name: lohrasb
Version: 4.2.0
Summary: This versatile tool streamlines hyperparameter optimization in machine learning workflows.It supports a wide range of search methods, from GridSearchCV and RandomizedSearchCVto advanced techniques like OptunaSearchCV, Ray Tune, and Scikit-Learn Tune.Designed to enhance model performance and efficiency, it's suitable for tasks of any scale.
Author: drhosseinjavedani
Author-Email: h.javedani[at]gmail.com
License: BSD-3-Clause license
Keywords: Auto ML,Pipeline,Machine learning
Requires-Dist: aiosignal
Requires-Dist: alembic
Requires-Dist: ansi2html
Requires-Dist: appnope
Requires-Dist: argcomplete
Requires-Dist: astor
Requires-Dist: attrs
Requires-Dist: autograd
Requires-Dist: autograd-gamma
Requires-Dist: backcall
Requires-Dist: black
Requires-Dist: cached-property
Requires-Dist: catboost
Requires-Dist: certifi
Requires-Dist: charset-normalizer
Requires-Dist: click
Requires-Dist: cloudpickle
Requires-Dist: cmaes
Requires-Dist: colorlog
Requires-Dist: cycler
Requires-Dist: dash
Requires-Dist: dash-core-components
Requires-Dist: dash-cytoscape
Requires-Dist: dash-html-components
Requires-Dist: dash-table
Requires-Dist: debugpy
Requires-Dist: decorator
Requires-Dist: dill
Requires-Dist: distlib
Requires-Dist: entrypoints
Requires-Dist: exceptiongroup
Requires-Dist: filelock
Requires-Dist: Flask
Requires-Dist: fonttools
Requires-Dist: formulaic
Requires-Dist: frozenlist
Requires-Dist: future
Requires-Dist: gevent
Requires-Dist: graphlib-backport
Requires-Dist: graphviz
Requires-Dist: greenlet
Requires-Dist: grpcio
Requires-Dist: hyperopt
Requires-Dist: idna
Requires-Dist: imageio
Requires-Dist: imbalanced-learn
Requires-Dist: imblearn
Requires-Dist: importlib-metadata
Requires-Dist: importlib-resources
Requires-Dist: iniconfig
Requires-Dist: interface-meta
Requires-Dist: interpret
Requires-Dist: interpret-core
Requires-Dist: ipykernel
Requires-Dist: ipython
Requires-Dist: isort
Requires-Dist: itsdangerous
Requires-Dist: jedi
Requires-Dist: Jinja2
Requires-Dist: joblib
Requires-Dist: jsonschema
Requires-Dist: jupyter-client
Requires-Dist: jupyter-core
Requires-Dist: kiwisolver
Requires-Dist: lifelines
Requires-Dist: lightgbm
Requires-Dist: lime
Requires-Dist: llvmlite
Requires-Dist: Mako
Requires-Dist: MarkupSafe
Requires-Dist: matplotlib
Requires-Dist: matplotlib-inline
Requires-Dist: mccabe
Requires-Dist: msgpack
Requires-Dist: multiprocess
Requires-Dist: mypy-extensions
Requires-Dist: nest-asyncio
Requires-Dist: networkx
Requires-Dist: nox
Requires-Dist: numba
Requires-Dist: numpy
Requires-Dist: optuna
Requires-Dist: packaging
Requires-Dist: pandas
Requires-Dist: parso
Requires-Dist: pathos
Requires-Dist: pathspec
Requires-Dist: pexpect
Requires-Dist: pickleshare
Requires-Dist: Pillow
Requires-Dist: pkgutil-resolve-name
Requires-Dist: platformdirs
Requires-Dist: plotly
Requires-Dist: pluggy
Requires-Dist: pox
Requires-Dist: ppft
Requires-Dist: prompt-toolkit
Requires-Dist: protobuf
Requires-Dist: psutil
Requires-Dist: ptyprocess
Requires-Dist: py4j
Requires-Dist: pyarrow
Requires-Dist: pycodestyle
Requires-Dist: pyflakes
Requires-Dist: Pygments
Requires-Dist: pyparsing
Requires-Dist: pyrsistent
Requires-Dist: pytest
Requires-Dist: python-dateutil
Requires-Dist: python-dotenv
Requires-Dist: pytz
Requires-Dist: PyWavelets
Requires-Dist: PyYAML
Requires-Dist: pyzmq
Requires-Dist: ray
Requires-Dist: requests
Requires-Dist: retrying
Requires-Dist: ruamel.yaml
Requires-Dist: ruamel.yaml.clib
Requires-Dist: SALib
Requires-Dist: scikit-image
Requires-Dist: scikit-learn
Requires-Dist: scipy
Requires-Dist: shap
Requires-Dist: six
Requires-Dist: skope-rules
Requires-Dist: slicer
Requires-Dist: SQLAlchemy
Requires-Dist: tenacity
Requires-Dist: tensorboardX
Requires-Dist: threadpoolctl
Requires-Dist: tifffile
Requires-Dist: tomli
Requires-Dist: tornado
Requires-Dist: tqdm
Requires-Dist: traitlets
Requires-Dist: treeinterpreter
Requires-Dist: tune-sklearn
Requires-Dist: typed-ast
Requires-Dist: typing-extensions
Requires-Dist: urllib3
Requires-Dist: virtualenv
Requires-Dist: wcwidth
Requires-Dist: Werkzeug
Requires-Dist: wrapt
Requires-Dist: xgboost
Requires-Dist: xgbse
Requires-Dist: zipp
Requires-Dist: zope.event
Requires-Dist: zope.interface
Description-Content-Type: text/markdown
License-File: LICENSE
[Description omitted; length: 38983 characters]

WHEEL

Wheel-Version: 1.0
Generator: bdist_wheel (0.41.2)
Root-Is-Purelib: true
Tag: py3-none-any

RECORD

Path Digest Size
lohrasb/__init__.py sha256=X2xDJCz6yVaHNr3IfDphGtKZliwgdmNwPJydlxQzAgs 1022
lohrasb/best_estimator.py sha256=fEC3dsA8-fzb09sDGhtrOWf940NIiH5i4Hktbu9j-Hw 39131
lohrasb/project_conf.py sha256=Zjj6g1ucpw7WH9eMVTarWFQqxxgmIt4UHpq5YjtPTbE 95
lohrasb/tests_conf.py sha256=AErHiqIhrRG3SCoBPK4EZd0sXuw7BYOAEmZnoGNFXKQ 25512
lohrasb/version.py sha256=-kTVrJhj-VDSXwuq3gIwiTHvkifK4EAPKqHWc5iWSEQ 40
lohrasb/abstracts/__init__.py sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU 0
lohrasb/abstracts/estimators.py sha256=iFZJfFc-kyF1b3AB23GMrY0HYqTXiWek5dcsOBoAVWc 326
lohrasb/abstracts/optimizers.py sha256=ifhVkE0xKTdl9mknQJqqRXccIov0e28xaTRCvctPB_Y 2019
lohrasb/base_classes/__init__.py sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU 0
lohrasb/base_classes/optimizer_bases.py sha256=n5ZnBZ8aWEKv917Qd0I6tnYv2SvhjQNrwk3QGqaJb7E 51753
lohrasb/decorators/__init__.py sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU 0
lohrasb/decorators/decorators.py sha256=aUW4xUp4zbbUtpk3MxlV-IXfdgZ5tJne9-by73rpPnQ 375
lohrasb/factories/__init__.py sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU 0
lohrasb/factories/factories.py sha256=dJSLEk0k4xR1GWwIQdkDskxCv8A5fgu2ITPDJLoNFVg 414
lohrasb/utils/__init__.py sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU 0
lohrasb/utils/helper_funcs.py sha256=S2YTEEqp7P2quNWEOBiVGZkRorqljCY8YjGCUMernVo 5924
lohrasb/utils/metrics.py sha256=AboCQoAdZQJaP9CoJMat0zeIAFSkBDSlReplibOZ1l8 22709
tests/__init__.py sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU 0
tests/test_lohrasb.py sha256=11TC6TvsmP9DpYVKNFaz14djoxLtxee8HERrAotWIMQ 227
tests/test_optimize_by_gridsearchcv.py sha256=YCQUCHnacphE4IC1N9_1zU4TyWdO_trhJhmIiM1m1-s 3553
tests/test_optimize_by_optunasearch.py sha256=R25dNPWsGw7PIYXaa6LgBDXkXr34w42av-_MAz4qLtc 15303
tests/test_optimize_by_optunasearchcv.py sha256=x1iKf04HP7CWFFOhppZ0ddElAWDoggoe9hDO2PANDB8 3672
tests/test_optimize_by_randomsearchcv.py sha256=PrnhFdCMJqZO5Ic6sSTD1HFXwAZ9JgZ_kKLPguW5uQ0 3572
tests/test_optimize_by_tune.py sha256=h-Aqc7ORIt5CsjPl2k7Twg3Aa90L5FUQ1kZTCL8L7lM 11726
tests/test_optimize_by_tunegridsearchcv.py sha256=TNPmtjT0iJHVxOrVK2FF9G-tNxdwJ0KG-ASY3Ah58qM 3852
tests/test_optimize_by_tunerandomsearchcv.py sha256=EY7eiqaNGkFkhMmS04HUAQrk35O9aZdZSpOCUPVxxlM 3795
lohrasb-4.2.0.dist-info/LICENSE sha256=sNhhwBmfVdzJhw-bZG0ub2WiRAswVqPCp__t1aePdBI 1323
lohrasb-4.2.0.dist-info/METADATA sha256=lntLv-XEd7t_hw0UwwoEWKM3tohipuJ9uUXOfvZg4hA 43325
lohrasb-4.2.0.dist-info/WHEEL sha256=yQN5g4mg4AybRjkgi-9yy4iQEFibGQmlz78Pik5Or-A 92
lohrasb-4.2.0.dist-info/top_level.txt sha256=J9oaLT23oxTGGdiDb1Y3ouKtRfJ_MkyweY_58uROs8c 14
lohrasb-4.2.0.dist-info/RECORD — —

top_level.txt

lohrasb
tests