Data Systems Group

Tartu, Estonia

Pinned Repositories

Adaptive-Watermarks
An approach to apply concept drifts and ADWIN on the streams event time to reason about the progress of watermarks
Language:Java11 5 00
AutoML_Survey
206 28 158
BigFeat
Automated feature engineering project
Language:Jupyter Notebook7 4 01
dataeng
Repository fo Data Engineering Course
Language:Jupyter Notebook59 9 239
DLBench
A repository for benchmarking deep learning frameworks on different data sets
Language:Jupyter Notebook6 6 02
Flink-Stream-SQL-Examples
Language:Java6 1 03
Interpretability-comparison
Language:Jupyter Notebook5 2 02
PAPyA
Prescriptive Performance Analysis in Python Actions
Language:HTML5 3 00
SmartML
SmartML: Supervised Machine Learning Automation in R
Language:R25 5 09
SPARKSQLRDFBenchmarking
A systematic Benchmarking on the performance of Spark-SQL for processing Vast RDF datasets
Language:Scala14 2 01

Data Systems Group's Repositories

DataSystemsGroupUT/dataeng
Repository fo Data Engineering Course
Language:Jupyter Notebook59 9 239
DataSystemsGroupUT/SPARKSQLRDFBenchmarking
A systematic Benchmarking on the performance of Spark-SQL for processing Vast RDF datasets
Language:Scala14 2 01
DataSystemsGroupUT/BigFeat
Automated feature engineering project
Language:Jupyter Notebook7 4 01
DataSystemsGroupUT/DLBench
A repository for benchmarking deep learning frameworks on different data sets
Language:Jupyter Notebook6 6 02
DataSystemsGroupUT/Flink-Stream-SQL-Examples
Language:Java6 1 03
DataSystemsGroupUT/ConformanceCheckingUsingTries
A Trie-based approach to efficiently compute alignment approximations
Language:Java5 3 03
DataSystemsGroupUT/DC-classification
DC classification with unlabeled data
Language:Python5 4 00
DataSystemsGroupUT/ismartml
Language:Python5 3 01
DataSystemsGroupUT/PAPyA
Prescriptive Performance Analysis in Python Actions
Language:HTML5 3 00
DataSystemsGroupUT/Minaret
A tool chain to intelligently search for scholars matching research disciplines
Language:CSS4 4 02
DataSystemsGroupUT/big_data_management_2025
Practice material for the Big Data Management course, 2025 edition
Language:Jupyter Notebook34
DataSystemsGroupUT/zero-shot-machine-unlearning
Language:Python3 2 0
DataSystemsGroupUT/HyperParameterTunability
Language:Jupyter Notebook2 4 12
DataSystemsGroupUT/StreamingConformanceChecker
Streaming Conformance Checker on top of Beamline
Language:Jupyter Notebook2 4 0
DataSystemsGroupUT/AutoCoRe-FL
AutoCoRe-FL: Automatic Concept-based Rule Reasoning in Federated Learning
Language:Python1
DataSystemsGroupUT/csmartml
Language:TypeScript1 4 12
DataSystemsGroupUT/Process-Mining-Pipelines
Language:Jupyter Notebook1 4 0
DataSystemsGroupUT/data_engineering_2025
Data Engineering course material for 2025 Fall semester.
Language:Python00
DataSystemsGroupUT/explainability-comparison-for-images
A Comparative Evaluation of Explainability Techniques for Image Data
Language:Jupyter Notebook0 2 00
DataSystemsGroupUT/singularity-tutorial
Language:Python0 3 02
DataSystemsGroupUT/AutoMLBench
Language:Jupyter Notebook6 0
DataSystemsGroupUT/AutoXAI
Language:Python
DataSystemsGroupUT/chpi
Language:Jupyter Notebook0 0
DataSystemsGroupUT/csmartml-glassbox
4 0
DataSystemsGroupUT/DataSystemsGroupUT.github.io
Language:Ruby4 0
DataSystemsGroupUT/gaiandb
A light-weight data-federation technology built on Apache Derby. Gaian accesses and transforms data securely "at the edge" and can discover other instances of itself to form a scalable data network.
Language:Java0 0
DataSystemsGroupUT/HPI
To tune or not to tune? An Approach for Recommending Important Hyperparameters for Classification and Clustering
4 0
DataSystemsGroupUT/memeproject
memeproject
Language:Jupyter Notebook4 0
DataSystemsGroupUT/SustainaML
Language:Python
DataSystemsGroupUT/xAutoML_2025
Explainable Automated ML course material for 2025 Fall semester, University of Tartu
Language:Jupyter Notebook