HPI-Information-Systems/metanome-algorithms

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Created over 6 years ago
Updated about 1 year ago

HPI-Information-Systems/metanome-algorithms

HPI-Information-Systems

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Source code for several Metanome data profiling algorithms

Metanome

The source repository of the Metanome tool

TimeEval-algorithms

Time series anomaly detection algorithm implementations for TimeEval (Docker-based)

timeeval-evaluation-paper

Supporting material and website for the paper "Anomaly Detection in Time Series: A Comprehensive Evaluation"

TimeEval

Evaluation Tool for Anomaly Detection Algorithms on Time Series

Jupyter Notebook

gutentag

GutenTAG is an extensible tool to generate time series datasets with and without anomalies.

snowman

Welcome to Snowman App – a Data Matching Benchmark Platform.

TimeEval-GUI

[Read-Only Mirror] Benchmarking Toolkit for Time Series Anomaly Detection Algorithms using TimeEval and GutenTAG

inclusion-dependency-algorithms

This repository provides the implementation of several well-know INDs discovery algorithms

akka-tutorial

Code for the Akka tutorial

Quagga

An email segmentation system (reference implementation of ECIR 2018 paper)

QuaggaLib

An Email Segmentation System

DADS

Distributed detection of sequential anomalies in univariate time series

Pollock

Pollock is a benchmark for data loading on character-delimited files.

Mondrian

Code repository for Mondrian, a project for multiregion template recognition in spreadsheets.

DECENT

enno

Text Annotation tool that is hopefully less painful to use than others

ProLOD

ProLOD++ contains algorithms to perform data profiling on Linked Data.

DQ4AI

Experimental study of the effects of data quality dimensions on machine learning performance

Jupyter Notebook

ELEX

A graph exploration tool that makes it easier to understand graphs.

DataGossip

DataGossip is an extension for asynchronous distributed data parallel machine learning that improves the training on imbalanced partitions.

Jupyter Notebook

NumbER

Entity Resolution for Numerical Data

ExtracTable

Extract tables from Plain-Text Files.

Jupyter Notebook

S2Gpp

GAP-Gender-Analysis-for-Publications

The code behind the platform csgender.org

GenderAnalysis

An analysis of gender distribution in scientific publications

wikipedia_cleanup

Jupyter Notebook

Sawfish

pyro

Pyro is an algorithm to detect approximate keys and functional dependencies in relational datasets.

s2gpp_experiments

Experiments for Series2Graph++ Paper

ner-text-quality-impact

ChangeTimeSeriesClustering

Scala-Spark Framework to cluster changes in data

winepi_serial_length2

Jupyter Notebook

flink-kmeans

Metanome-Frontend

Frontend for the Metanome Project

SURAGH

The source repository of the SURAGH.

cmt_statistics_tool

CMTStat - a CMT Statistics Tool

spark-tutorial

Code for the Spark tutorial

spark-kmeans

TAHARAT

wikipediatablevandalism

A vandalism detection system for table edits on Wikipedia

Jupyter Notebook

art-ner-dataset

Data and code from the paper "Generation of Training Data for Named Entity Recognition of Artworks"

DBS1-Exercise

Armadillo

Table Overlap Approximation and Datasets