eXascaleInfolab/xmeasures

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C++
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Apache License 2.0
Created almost 8 years ago
Updated over 3 years ago

eXascaleInfolab/xmeasures

eXascaleInfolab

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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

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

LFR-Benchmark_UndirWeightOvp

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

Flashback_code

JUST

LBSN2Vec

Code release for LBSN2Vec

HINGE_code

bench-vldb20

NodeSketch

NodeSketch: Highly-Efficient Graph Embeddings via Recursive Sketching

TRank

Ranking Entity Types using the Web of Data

RETA_code

ActiveLink

Deep active learning framework for link prediction in knowledge graph

HistoSketch

Implementation of HistoSketch and D2HistoSketch in MATLAB

GenConvNMI

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

clubmark

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

pytrec_eval

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

PyCABeM

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

MARTA

TSM-Bench

Comprehensive Benchmark for Time Series Database Systems

Jupyter Notebook

fashion_nlp_v2

FashionBrain D2.1: Named Entity Recognition and Linking Methods

fashionNLP

orbits

PyNetConvert

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

daoc

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

StaTIX

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

GraphEmbEval

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

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

2018-Internship-TableDetection

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

CORAD

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

Wiki2Prop

The companion material for the Wiki2Prop Paper

OpenCrowd

WDCFramework

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

daor

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

cardinal

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

entity-disambiguation-data-ecir2013

2016-armatweet

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.

axel

Project for exploratory search on scientific articles

thesis_template

Latex template for XI BSc/MSc thesis

hirecs

High Resolution Hierarchical Clustering with Stable State

seer

NetHash

NetHash algorithm from IJCAI 2018

typhon

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

inFlux

Task Flow Control

wd-graph

A toolset to work with the Wikidata Graph

WDCTools

timesvd_vc

SNF_disambiguation

Event-Detection-Twitter

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

vadetis

Jupyter Notebook

pgpr

preposition-data-cikm2014

Datasets with preposition corrections for CIKM 2014 paper

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.

typhon_exp

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

cdrec

ase-lab

Lab of Time Series Database Systems

scala_utils

Few Scala utils...

ReVival-Code

nif-entity-linking-webservice

interval_index

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

CDTool

bench-vldb20_full

oslom2

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

tag-recommendation-data-iswc2012

Dataset for the " Tag recommendation" paper from ISWC 2012

scientific_NER_dataset

Judged dataset for NER in scientific documents

2019_kais-bench

BonusBar

BonusBar Django project. An HCI prototype for worker retention.

libMoji

The implementation of Moji Visualizations

WikidataSectionLinks

TInfES

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

JOINER_code

sds2020_web_table_annotation

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

Wikipedia30

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

HIT-Scheduler

Opensource, HIT Scheduling backend for Amazon Mechanical Turk.

SMA-17s_CommunityDetection

Community detection programming exercises for the SMA-17s course

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