Discover eXascaleInfolab/GraphEmbEval Open Source project

Extended version of the Lancichinetti-Fortunato-Radicchi Benchmark for Undirected Weighted Overlapping networks to evaluate clustering algorithms using generated ground-truth communities

163

LFR-Benchmark_UndirWeightOvp

Flashback_code

JUST

Code release for LBSN2Vec

LBSN2Vec

HINGE_code

NodeSketch: Highly-Efficient Graph Embeddings via Recursive Sketching

bench-vldb20

NodeSketch

Ranking Entity Types using the Web of Data

TRank

Scala

RETA_code

Deep active learning framework for link prediction in knowledge graph

ActiveLink

Implementation of HistoSketch and D2HistoSketch in MATLAB

HistoSketch

MATLAB

GenConvNMI

Generalized Conventional Mutual Information (GenConvMI) - NMI for overlapping (soft, fuzzy) clusters (communities), compatible with standard NMI, pure C++ version (single executable)

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

clubmark

A library to evaluate TREC-like runs with TREC-like qrels. Implements similarity of rankings, ttest between runs etc…

pytrec_eval

Python Benchmarking Framework for the Clustering Algorithms Evaluation: networks generation and shuffling; failover execution and resource consumption tracing (peak RAM RSS, CPU, ...); evaluation of Modularity, conductance, NMI and F1 Score for overlapping communities

PyCABeM

MARTA

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

xmeasures

Comprehensive Benchmark for Time Series Database Systems

TSM-Bench

Jupyter Notebook

fashion_nlp_v2

FashionBrain D2.1: Named Entity Recognition and Linking Methods

fashionNLP

Network (Graph) Format Converter: RCG, Pajek, Metis, NSL (NCol, SNAP, ...), Mathlab

orbits

PyNetConvert

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

daoc

Statistical Type Inference (both fully automatic and semi supervised) for RDF datasets

StaTIX

Java

pSCAN

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

TaxoComplete

his is the repositotry of TaxoComplete: Self-Supervised Taxonomy Completion Leveraging Position-Enhanced Semantic Matching

sanaphor

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

2018-Internship-TableDetection

HTML

CORAD

CORAD: Correlation-Aware Compression of Massive Time Series using Sparse Dictionary Coding

The companion material for the Wiki2Prop Paper

Wiki2Prop

OpenCrowd

clone of https://www.assembla.com/spaces/commondata/subversion/source/HEAD/WDCFramework/trunk

WDCFramework

Java

daor

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

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

cardinal

NLP components of ArmaTweet devoted to converting tweets into quads of the form (`subject`, `predicate`, `object`, `location`) where `subject`, `object`, and `location` are DBpedia resources, and `predicate` is a WordNet synset.

entity-disambiguation-data-ecir2013

2016-armatweet

Scala

axel

Project for exploratory search on scientific articles

Latex template for XI BSc/MSc thesis

thesis_template

TeX

hirecs

High Resolution Hierarchical Clustering with Stable State

NetHash algorithm from IJCAI 2018

seer

CSS

NetHash

Deep Learning framework that trains a single model using multiple, heterogeneous datasets leveraging parallel transfer, strictly enforcing feature generalization and even preventing overfitting

typhon

inFlux

Task Flow Control

A toolset to work with the Wikidata Graph

wd-graph

WDCTools

Scala

timesvd_vc

This is the repository for data related to our submission to TKDE titled "Event Detection on Microposts: a Comparison of Four Approaches".

SNF_disambiguation

Event-Detection-Twitter

vadetis

Jupyter Notebook

pgpr

Datasets with preposition corrections for CIKM 2014 paper

preposition-data-cikm2014

resmerge

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.

Experiments for the paper: "Typhon: Parallel Transfer on Heterogeneous Datasets for Cancer Detection in Computer-Aided Diagnosis"

typhon_exp

cdrec

Lab of Time Series Database Systems

ase-lab

scala_utils

ReVival-Code

nif-entity-linking-webservice

A full-set of data structures and experimental data for CINTIA paper

interval_index

CDTool

Sources of the OSLOM2 (v2.5) clustering algorithm with slightly extended I/O for the benchmarking under Clubmark

bench-vldb20_full

oslom2

Dataset for the " Tag recommendation" paper from ISWC 2012

tag-recommendation-data-iswc2012

scientific_NER_dataset

Judged dataset for NER in scientific documents

2019_kais-bench

AGS Script

BonusBar

BonusBar Django project. An HCI prototype for worker retention.

The implementation of Moji Visualizations

libMoji

WikidataSectionLinks

Type Inference Evaluation Scripts & Accessory Apps (used for the StaTIX benchmarking)

TInfES

JOINER_code

SDS2020 - Annotating Web Tables through Knowledge Bases: A Context-Based Approach

sds2020_web_table_annotation

A collections of 30 random Wikipedia pages manually annotated with entities.

Wikipedia30

HIT-Scheduler

Opensource, HIT Scheduling backend for Amazon Mechanical Turk.

Community detection programming exercises for the SMA-17s course

SMA-17s_CommunityDetection

Jupyter Notebook

ASE-lab-2023

Time Series Database System Lab 2023

CGGC

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