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Smart Data Analytics (@SmartDataAnalytics)

SmartDataAnalytics

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Knowledge-Graph-Analysis-Programming-Exercises

Exercises for the Analysis of Knowledge Graphs

Jupyter Notebook

DL-Learner

A tool for supervised Machine Learning in OWL and Description Logics

Sparqlify

Sparql -> SQL Rewriter enabling virtual RDB -> RDF mappings

AK-DE-biGRU

Improving Response Selection in Multi-turn Dialogue Systems by Incorporating Domain Knowledge

jena-sparql-api

A collection of Jena-extensions for hiding SPARQL-complexity from the application layer

HORUS-NER

HORUS: A framework to boost NLP tasks

BioKEEN

A computational library for learning and evaluating biological knowledge graph embeddings - please see the main PyKEEN repo at https://github.com/pykeen/pykeen/

Jupyter Notebook

SemWeb2NL

Semantic Web related concepts converted to Natural language

Web Ontology Language

LiteralE

Knowledge Graph Embeddings learned from the structure and literals of knowledge graphs

RdfProcessingToolkit

Command line interface based RDF processing toolkit to run sequences of SPARQL statements ad-hoc on RDF datasets, streams of bindings and streams of named graphs with support for processing JSON, CSV and XML using function extensions

Polisis_Benchmark

Reproducing state-of-the-art results

SML-Bench

A Benchmark for Machine Learning from Structured Data

OWL2SPARQL

OWL To SPARQL Query Rewriter

KG-Copy_Network

Implementation of the paper: Using a KG-Copy Network for Non-Goal Oriented Dialogues

MA-INF-4222-NLP-Lab

MA-INF 4222: NLP Lab (University of Bonn)

Jupyter Notebook

Jassa-UI-Angular

Angular-JS based user interface components for Jassa

linked-uspto-patent-data

dcat-suite

Semantic Web library and tool for retrieval and deployment of data from/to GIT, CKAN, MAVEN repos and triple stores using DCAT as the backbone.

lodservatory

Public SPARQL Endpoint Service Monitoring

Wikipedia_TF_IDF_Dataset

Pre-computed IDF stats over all EN Wiki articles

kgirnet

Scripts for KGIRNet model for ESWC

MA-INF-4223-DBDA-Lab

Repository for Lab “Distributed Big Data Analytics” (MA-INF 4223), University of Bonn

Jupyter Notebook

SDA-README

Links to SDA Github organisations - visit those if you want to see all our projects

DL-Learner-Protege-Plugin

A Protégé plugin for the DL-Learner framework

OpenResearch

Public issue system for OPENRESEARCH/ConfIDent

R2RLint

An RDB2RDF quality assessment tool

minds

MINDS - Maths INsiDe SPARQL

POEM

A package of training and evaluating multimodal knowledge graphs embedding models.

ORE

Ontology Repair and Enrichment

proxy_indicators

Jupyter Notebook

codeCAI

SubgraphIsomorphismIndex

An index data structure for fast isomorphic subset / subgraph queries

sda.tech

a linked data driven web page rendered by Jekyll-RDF

TagMap

Implementation of an Index Data Structure for Fast Subset and Superset Queries (based on the paper by Iztok Savnik)

BigDataOcean-Harmonization

Tool for harmonization of datasets in BigDataOcean

Embeddable-BSBM

Fork of the BSBM source code intended for closer integration in software projects

BigDataOcean-LOV

BigDataOcean Metadata Repository (based on LOV)

qelos-core

Pytorch utilities

EULAide

Interpretation of an EULA (End-User License Agreement) for the benefit of end-user

aksw-commons

A collection of utilities and micro frameworks with as little dependencies as possible. For the cases where Guava isn't enough.

BlankNodeSurvey

Survey and accompanying toolkit for analyzing how triple stores support references to blank nodes

ARCANA

Large Scale Quality Assessment For Potential Dual Use with Spark - Master Thesis Project

KUPP

A Python package for preprocessing a knowledge graph.

transformers_dialogue_evaluators

Resources to reproduce the results reported in the paper: "Language Model Transformers as Evaluators for Open-domain Dialogues".

Jupyter Notebook

Conjure

A declarative approach to conjure RDF datasets from RDF datasets using SPARQL with caching of repeated operations.

lascar.sda.tech

Workshop on Large Scale RDF Analytics - LASCAR

MA-INF-4221-NLP-Seminar

MA-INF 4221: NLP Seminar (University of Bonn)

iana-language-subtag-registry-rdf

Jena plugin to RDFize the iana subtag registry and validate language tags against it

dialogue

shared repo for collected dialogue tools

Beast

Benchmarking, Evaluation, and Analysis Stack - A powerful yet lightweight Java8/Jena-based RDF processing stack.

SDA-Publications

KEEN-Model-Zoo

A model zoo for the KEEN Universe

MoMatch

MoMatch (Multilingual Ontology Matching)

AutoChef

Automated recipe generator

Jupyter Notebook

Climate-Bot

This repo includes the data and code for the demo paper titled "Climate Bot: A Machine Reading Comprehension System for Climate Change Question Answering"