#!/usr/bin/env python


# Cluster_Ensembles/src/Cluster_Ensembles/__init__.py;

# Author: Gregory Giecold for the GC Yuan Lab
# Affiliation: Harvard University
# Contact: g.giecold@gmail.com, ggiecold@jimmy.harvard.edu


"""Cluster_Ensembles is a package for combining multiple partitions 
into a consolidated clustering.
The combinatorial optimization problem of obtaining such a consensus clustering
is reformulated in terms of approximation algorithms for 
graph or hyper-graph partitioning.

References
----------
Giecold, G., Marco, E., Trippa, L. and Yuan, G.-C., 
"Robust Inference of Cell Lineages", to appear

A. Strehl and J. Ghosh, "Cluster Ensembles - A Knowledge Reuse Framework
for Combining Multiple Partitions".
In: Journal of Machine Learning Research, 3, pp. 583-617. 2002
"""


from . Cluster_Ensembles import *


__all__ = []
__all__ += Cluster_Ensembles.__all__


#!/usr/bin/env python


# Cluster_Ensembles/src/Cluster_Ensembles/__init__.py;

# Author: Gregory Giecold for the GC Yuan Lab
# Affiliation: Harvard University
# Contact: g.giecold@gmail.com, ggiecold@jimmy.harvard.edu


"""Cluster_Ensembles is a package for combining multiple partitions 
into a consolidated clustering.
The combinatorial optimization problem of obtaining such a consensus clustering
is reformulated in terms of approximation algorithms for 
graph or hyper-graph partitioning.

References
----------
* Giecold, G., Marco, E., Trippa, L. and Yuan, G.-C.,
"Robust Inference of Cell Lineages", to submitted for publication

* Strehl, A. and Ghosh, J., "Cluster Ensembles - A Knowledge Reuse Framework
for Combining Multiple Partitions".
In: Journal of Machine Learning Research, 3, pp. 583-617. 2002

* Kernighan, B. W. and Lin, S., "An Efficient Heuristic Procedure 
for Partitioning Graphs". 
In: The Bell System Technical Journal, 49, 2, pp. 291-307. 1970

* Karypis, G. and Kumar, V., "A Fast and High Quality Multilevel Scheme 
for Partitioning Irregular Graphs"
In: SIAM Journal on Scientific Computing, 20, 1, pp. 359-392. 1998

* Karypis, G., Aggarwal, R., Kumar, V. and Shekhar, S., "Multilevel Hypergraph Partitioning: 
Applications in the VLSI Domain".
In: IEEE Transactions on Very Large Scale Integration (VLSI) Systems, 7, 1, pp. 69-79. 1999
"""


from . Cluster_Ensembles import *


__all__ = []
__all__ += Cluster_Ensembles.__all__


Update __init__.py