Metadata-Version: 2.1
Name: heteroverlap
Version: 0.0.1
Summary: Regression-based heterogeneity analysis to identify overlapping subgroup structure in high-dimensional data
Home-page: https://github.com/foliag/subgroup
Author: ZiyeLuo
Author-email: 2017100369@ruc.edu.cn
License: UNKNOWN
Platform: UNKNOWN
Classifier: Programming Language :: Python :: 3.6
Classifier: Programming Language :: Python :: 3.7
Classifier: Programming Language :: Python :: 3.8
Classifier: License :: OSI Approved :: MIT License
Classifier: Operating System :: OS Independent
Description-Content-Type: text/plain
License-File: LICENSE

Title: Regression-based heterogeneity analysis to identify overlapping subgroup structure in high-dimensional data
Author: Z. Luo, X. Yao, Y. Sun, and X. Fan.


Code maintainer: Z. Luo (2017100369@ruc.edu.cn)
Corresponding author email: sunyifan@ruc.edu.cn

===============
Session information for Python:
===============
-----
numpy               1.21.2
openpyxl		   3.0.9
pandas              1.3.3
scikit-learn        1.0.1
scipy               1.7.1
seaborn		   0.11.2
-----
Python standard library (built-in library):
datetime
heapq
json
multiprocessing
os
pathlib
re
sys
warnings
-----
Python 3.9.5 [Clang 10.0.0 ]
macOS-10.16-x86_64-i386-64bit
-----
IDE
spyder-kernels            2.1.3


In case of any other unlisted libraries, users can use the latest version.

=============
Files structure
=============
HeterOverlap/
	CHANGES.txt
	LICENSE.txt
	MANIFEST.in
	README.txt
	setup.py
	heteroverlap/
		__init__.py
		source.py
		utilis.py


Python files
1) source.py: this file includes the source algorithm of the proposed method.
2) utilis.py: this file includes the data generation function and evaluation function.




