Metadata-Version: 2.1
Name: sigc
Version: 0.1.17
Summary: gene signature score for gene expression matrix
Home-page: https://github.com/seqyuan/sigc
Author: Zan Yuan
Author-email: yfinddream@gmail.com
Classifier: Programming Language :: Python :: 3
Classifier: License :: OSI Approved :: MIT License
Classifier: Operating System :: OS Independent
License-File: LICENSE

sigc

install
=======

.. code-block:: bash

    pip install sigc

core usage
===========

.. code-block:: python

	import sigc

	kegg_metabolism = sigc.metabolism_sigs(resources='KEGG')
	# other custom signature gene sets also support

	df = pd.read_table("cells_X_genes.mat", header=0, index_col=0)

	sig_mtx = sigc.sigc_score(df, kegg_metabolism, method="AUCell")
	# sig_mtx: cells_X_signatures

signature example
==================

============== ============ =======
name           description  member
============== ============ =======
Glycolysis     00010        HK3
Glycolysis     00010        HK1
Glycolysis2    describ2     geneX 
============== ============ =======

Documentation
==================

Extensive documentation and tutorials are available at https://sigc.readthedocs.io

