Discover eXascaleInfolab/clubmark 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)

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

GraphEmbEval

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

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

pSCAN

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