Metadata-Version: 2.1
Name: pyshac
Version: 0.3.0
Summary: Python library which implements Successive Halving and Classification algorithm
Home-page: https://github.com/titu1994/pyshac
Author: Somshubra Majumdar
Author-email: titu1994@gmail.com
License: MIT
Download-URL: https://github.com/titu1994/pyshac
Platform: UNKNOWN
Classifier: Programming Language :: Python :: 2
Classifier: Programming Language :: Python :: 2.7
Classifier: Programming Language :: Python :: 3
Classifier: Programming Language :: Python :: 3.5
Classifier: Programming Language :: Python :: 3.6
Classifier: Programming Language :: Python :: 3.7
Classifier: License :: OSI Approved :: MIT License
Classifier: Operating System :: OS Independent
Classifier: Topic :: Software Development :: Libraries
Classifier: Topic :: Software Development :: Libraries :: Python Modules
Provides-Extra: tests
Requires-Dist: numpy (>=1.15.2)
Requires-Dist: scikit-learn (>=0.19.1)
Requires-Dist: pandas (>=0.23.4)
Requires-Dist: joblib (>=0.12.5)
Requires-Dist: loky (>=2.3.1)
Requires-Dist: cloudpickle (>=0.6.1)
Requires-Dist: six (>=1.11.0)
Requires-Dist: xgboost (>=0.80)
Requires-Dist: matplotlib (>=3.0.0); python_version > "3.0"
Provides-Extra: tests
Requires-Dist: coverage; extra == 'tests'
Requires-Dist: pytest-cov; extra == 'tests'
Requires-Dist: codecov; extra == 'tests'
Requires-Dist: matplotlib; extra == 'tests'

Python library which implements Successive Halving and Classification for Parallel Architecture and Hyper Parameter Search from the paper [Parallel Architecture and Hyperparameter Search via Successive Halving and Classification](https://arxiv.org/abs/1805.10255).


