GuelderJone's starred repositories
pydata-book
Materials and IPython notebooks for "Python for Data Analysis" by Wes McKinney, published by O'Reilly Media
MsgPassing
An implementation of graph triangulation, junction tree creation, MAP, sum-product and max-product algorithms
JunctionTreeUGMS
Junction Tree Framework for Undirected Graphical Model Selection
junction-tree
The junction tree algorithm for (discrete) factor graphs
cliquetree
Given a chordal graph, this package provides functions to update the graph ensuring its chordality.
graph-data-analysis
Worked with a number of real-world datasets available at http://snap.stanford.edu/ to identify the importance of certain nodes in terms of their degree, betweenness, closeness centralities and clustering co-efficient. • Studied the different random graph generator models to identify the best synthetic random graph generator that reflects real-world datasets better and experimented it with the large social networking sites such as Facebook. • Visualized the graphs using tools such as Gephi, Cystoscape and GraphViz and experimented with different layouts to identify the best visualization layout that distinguishes the critical characteristics of the network.
data-mining-clustering-algorithms
Performed DBSCAN (Density based clustering) and Markov's Clustering Algorithm(for graphs)
Web-Science-Summer-School-2011
Supporting material for the tutorial "Graph and Network Analysis" by Dr. Derek Greene from the Clique Research Cluster, providing an introduction to social network analysis, with examples using the Python NetworkX library.
Markov_clustering-Graph_API
Graph API and Markov Clustering implementation in Python using numpy.
clustergraph
Draw graph representing cluster data on screen
Clusterizer
Given a graph generate clusters
python-graph-clustering
A collection of Python scripts that implement various graph clustering algorithms, specifically for identifying protein complexes from protein-protein interaction networks.
python-cluster
Simple clustering library for python.
DensityPeakCluster
A cluster framework for 'Clustering by fast search and find of density peaks' in science 2014.
StarCluster
StarCluster is an open source cluster-computing toolkit for Amazon's Elastic Compute Cloud (EC2).
laplace-random
Generates random draws from a Laplace (Double Exponential) distribution.
MarkovNetwork
Python implementation of Markov Networks for neural computing.
ComplexNetworkClusteringAnalysis
Complex Network Clustering Analysis
ORTreeLearning
OR tree learning from data