Pinned Repositories
AGD-Exercises-2020
The programming exercises for the lecture "Big Data Analytics" at the Karlsruhe Institute of Technology (KIT), winter term 2020/2021.
Alternative-Feature-Selection
Code for the papers "Finding Optimal Diverse Feature Sets with Alternative Feature Selection" and "Alternative Feature Selection with User Control".
Analyzing-Auction-Verification
Code for the paper "Analyzing and Predicting Verification of Data-Aware Process Models -- a Case Study with Spectrum Auctions".
Constrained-Filter-Feature-Selection
Code for the paper "An Empirical Evaluation of Constrained Feature Selection".
Constrained-Subgroup-Discovery
Code for the paper "Using Constraints to Discover Sparse and Alternative Subgroup Descriptions".
Dislocation-Reaction-Prediction
Code for Section 2 of the paper "Data-driven exploration and continuum modeling of dislocation networks".
FastTSDistances
An R package containing dissimilarity measures and aggregation functions for time series, plus cluster validity indices. Part of the code for the paper "Understanding the Effects of Temporal Energy-Data Aggregation on Clustering Quality".
Small-Portfolios
Code and text for the paper "A Comprehensive Study of k-Portfolios of Recent SAT Solvers".
Solver-Demo
Demonstration of some MIP/SAT/SMT solvers/optimizers in multiple programming languages.
Tournament-FS
Code for the suspended research project "Tournament Feature Selection".
Jakob-Bach's Repositories
Jakob-Bach/FastTSDistances
An R package containing dissimilarity measures and aggregation functions for time series, plus cluster validity indices. Part of the code for the paper "Understanding the Effects of Temporal Energy-Data Aggregation on Clustering Quality".
Jakob-Bach/Alternative-Feature-Selection
Code for the papers "Finding Optimal Diverse Feature Sets with Alternative Feature Selection" and "Alternative Feature Selection with User Control".
Jakob-Bach/Small-Portfolios
Code and text for the paper "A Comprehensive Study of k-Portfolios of Recent SAT Solvers".
Jakob-Bach/Constrained-Subgroup-Discovery
Code for the paper "Using Constraints to Discover Sparse and Alternative Subgroup Descriptions".
Jakob-Bach/Solver-Demo
Demonstration of some MIP/SAT/SMT solvers/optimizers in multiple programming languages.
Jakob-Bach/Analyzing-Auction-Verification
Code for the paper "Analyzing and Predicting Verification of Data-Aware Process Models -- a Case Study with Spectrum Auctions".
Jakob-Bach/Constrained-Filter-Feature-Selection
Code for the paper "An Empirical Evaluation of Constrained Feature Selection".
Jakob-Bach/Dislocation-Reaction-Prediction
Code for Section 2 of the paper "Data-driven exploration and continuum modeling of dislocation networks".
Jakob-Bach/Tournament-FS
Code for the suspended research project "Tournament Feature Selection".
Jakob-Bach/AGD-Exercises-2020
The programming exercises for the lecture "Big Data Analytics" at the Karlsruhe Institute of Technology (KIT), winter term 2020/2021.
Jakob-Bach/AGD-Lab-2019-Task-1
The supervisor repo for task 1 of the "Analyzing Big Data Laboratory Course" at the Karlsruhe Institute of Technology (KIT), summer term 2019.
Jakob-Bach/AGD-Lab-2019-Task-2
The supervisor repo for task 2 of the "Analyzing Big Data Laboratory Course" at the Karlsruhe Institute of Technology (KIT), summer term 2019.
Jakob-Bach/AGD-Lab-2020
The supervisor repo for the "Analyzing Big Data Laboratory Course" at the Karlsruhe Institute of Technology (KIT), summer term 2020.
Jakob-Bach/CS-Select-ML-Server
Besides its original purpose, demonstrates how to create a REST API with R and run it as a (parallelized) service.
Jakob-Bach/DS-Exercises-2021
The exercises for the lecture "Data Science I" at the Karlsruhe Institute of Technology (KIT), winter term 2021/2022.
Jakob-Bach/DS-Lab-2021
The supervisor repo for the "Data Science Laboratory Course" at the Karlsruhe Institute of Technology (KIT), summer term 2021.
Jakob-Bach/DS-Lab-2022
The supervisor repo for the "Data Science Laboratory Course" at the Karlsruhe Institute of Technology (KIT), summer term 2022.
Jakob-Bach/DS-Lab-2023
The supervisor repo for the "Data Science Laboratory Course" at the Karlsruhe Institute of Technology (KIT), summer term 2023.
Jakob-Bach/Impact-Aggregation-Clustering
Code for the paper "Understanding the Effects of Temporal Energy-Data Aggregation on Clustering Quality".
Jakob-Bach/MDSD_Praktikum
A group repo for the practical course "Model-Driven Software Development" at the Karlsruhe Institute of Technology (KIT), summer term 2016.
Jakob-Bach/Meta-Learning-Feature-Importance
Code for the suspended paper/project "Meta-Learning Feature Importance".
Jakob-Bach/Predicting-SAT
Code and text for the suspended paper/project "Predicting Satisfiability of Benchmark Instances".