eXascale Infolab

OvpNMI

Forked from aaronmcdaid/Overlapping-NMI

Overlapping Normalized Mutual Information and Omega Index evaluation for the overlapping community structure produced by clustering algorithms

clustering-evaluation nmi quality-measures omega-index

C++ GPL-3.0 21 8 0 0 Updated Nov 25, 2019

pSCAN

pSCAN: Fast and Exact Structural Graph Clustering (with overlaps)

clustering-algorithm

C Apache-2.0 0 0 0 0 Updated Nov 25, 2019

Resolution levels clustering merger with filtering and clusters deduplication. Flattens a hierarchy/list of multiple resolutions levels (clusterings) into the single flat clustering (collection), synchronizing the node base and deduplicating.

data-cleaning clustering-evaluation

C++ Apache-2.0 0 1 0 0 Updated Nov 25, 2019

xmeasures

Extremely fast evaluation of the extrinsic clustering measures: various (mean) F1 measures and Omega Index (Fuzzy Adjusted Rand Index) for the multi-resolution clustering with overlaps/covers, standard NMI, clusters labeling

ari clustering-evaluation benchmark-measures nmi f1-score quality-measures omega-index

C++ Apache-2.0 3 6 0 0 Updated Nov 25, 2019

leidenalg

Forked from vtraag/leidenalg

Implementation of the Leiden algorithm for various quality functions to be used with igraph in Python.

community-detection-algorithm clustering-algorithm graph-analysis community-structure-discovery

C++ GPL-3.0 26 0 0 0 Updated Nov 22, 2019

bench-vldb20

AGS Script 0 1 0 0 Updated Nov 15, 2019

CGGC

RG (Randomized Greedy clustering), CGGC_RG (Core Groups Graph ensemble Clustering) or CGGCi_RG (Core Groups Graph ensemble Clustering Iterative) algorithms

clustering-algorithm

C++ LGPL-2.1 1 1 0 0 Updated Nov 15, 2019

fastconsensus

Forked from adityat/fastconsensus

Fast consensus clustering in networks

community-detection-algorithm graph-clustering-algorithm concensus-clustering

Python BSD-3-Clause 6 1 0 0 Updated Nov 1, 2019

daoc

DAOC (Deterministic and Agglomerative Overlapping Clustering algorithm): Stable Clustering of Large Networks

community-detection-algorithm cluster-analysis clustering-algorithm community-stability stable-clustering overlapping-clustering community-structure-discovery

C++ Apache-2.0 0 1 0 0 Updated Oct 25, 2019

2018-Internship-TableDetection

This repository contains the pipeline for table detection/extraction from 'Bundesarchive' documents.

HTML 1 4 0 1 Updated Oct 24, 2019

thesis_template

Latex template for XI BSc/MSc thesis

TeX 1 2 0 0 Updated Oct 16, 2019

2019_kais-bench

AGS Script 0 1 0 0 Updated Oct 14, 2019

JUST

Python 2 7 0 0 Updated Oct 14, 2019

daor

DAOR Parameter-free Embedding Framework for Large Graphs (Networks)

unsupervised-learning cluster-analysis network-embedding network-representation-learning graph-embedding-methods parameter-free-graph-embedding

C++ AGPL-3.0 0 2 0 0 Updated Oct 10, 2019

GraphEmbEval

Graph (network) embeddings evaluation framework via classification, gram martix construction for links prediction

embedding-evaluation graph-embeddings-evaluation feature-accuracy-evaluation

Python GPL-3.0 0 2 0 0 Updated Oct 10, 2019

clubmark

Clubmark: a Parallel Isolation Framework for Benchmarking and Profiling of Clustering (Community Detection) Algorithms Considering Overlaps (Covers)

benchmark-framework evaluation-metrics clustering-evaluation clustering-algorithms-benchmarking community-detection-evaluation parallel-benchmarking algorithm-profiling

Python 1 7 0 0 Updated Oct 9, 2019

cardinal

Source Code and Companion Material of the Non-Parametric Class Completeness Estimators

Python MIT 0 1 0 0 Updated Sep 30, 2019

CORAD

Python 0 0 0 0 Updated Sep 16, 2019

HARP

Forked from GTmac/HARP

Code for the AAAI 2018 Paper "HARP: Hierarchical Representation Learning for Networks"

network-embedding graph-embedding network-representation-learning

Python MIT 21 1 0 0 Updated Sep 13, 2019

magic-graph

Forked from phanein/magic-graph

Python BSD-3-Clause 7 0 0 0 Updated Sep 13, 2019

deepwalk

Forked from phanein/deepwalk

DeepWalk - Deep Learning for Graphs

network-embedding graph-embedding network-representation-learning

Python GPL-3.0 652 1 0 0 Updated Aug 29, 2019

PyExPool

Python Multi-Process Execution Pool: concurrent asynchronous execution pool with custom resource constraints (memory, timeouts, affinity, CPU cores and caching), load balancing and profiling capabilities of the external apps on NUMA architecture

multiprocessing parallel-computing numa monitoring-server cache-control task-queue application-framework

Python 13 138 1 0 Updated Aug 28, 2019

NetHash

NetHash algorithm from IJCAI 2018

hashing network-embedding graph-embedding network-representation-learning

C++ 1 1 0 0 Updated Aug 12, 2019

eXascale Infolab

InCD_bench-19

JOINER_code

ReVival-Code