Pinned Repositories
Algorithm-Performance-Personas
assembled
A framework to find better ensembles for (Automated) Machine Learning
Auto-Surprise
An AutoRecSys library for Surprise. Automate algorithm selection and hyperparameter tuning :rocket:
camels
Informed-Dataset-Selection-via-APS
Code and Supplementary Material for our paper "Informed Dataset-Selection with Algorithm-Performance-Spaces" (ACM RecSys 2024)
lenskit-auto
An AutoRecSys Library built around LensKit. Performs automatic algorithm selection, hyperparameter optimzation and ensembling on LensKit models.
Mr.-DLib-Proxy-Server
A tool for our partners who use our JavaScript Client. With this proxy, all communication with Mr. DLib is routed through the proxy, so Mr. DLib cannot get any IPs etc from the partner's users
RecSys-Algorithm-Selection-Ranking-Implicit-LBR
recsys-carbon-footprint
scoring-optimizer
Intelligent Systems Group, University of Siegen's Repositories
ISG-Siegen/Auto-Surprise
An AutoRecSys library for Surprise. Automate algorithm selection and hyperparameter tuning :rocket:
ISG-Siegen/assembled
A framework to find better ensembles for (Automated) Machine Learning
ISG-Siegen/lenskit-auto
An AutoRecSys Library built around LensKit. Performs automatic algorithm selection, hyperparameter optimzation and ensembling on LensKit models.
ISG-Siegen/Algorithm-Performance-Personas
ISG-Siegen/camels
ISG-Siegen/RecSys-Algorithm-Selection-Ranking-Implicit-LBR
ISG-Siegen/scoring-optimizer
ISG-Siegen/algorithmselection-Eddie-
A library for doing per-instance algorithm selection
ISG-Siegen/Auto-CaseRec
ISG-Siegen/camels-server
ISG-Siegen/Dagstuhl-24211-Checklist
ISG-Siegen/FMLearn-Server
Federated Meta-Learning: a concept that allows everyone to benefit from the data that is generated through machine learning libraries.
ISG-Siegen/Informed-Dataset-Selection-via-APS
Code and Supplementary Material for our paper "Informed Dataset-Selection with Algorithm-Performance-Spaces" (ACM RecSys 2024)
ISG-Siegen/Mr.-DLib-Data-Importer
ISG-Siegen/Mr.-DLib-Proxy-Server
A tool for our partners who use our JavaScript Client. With this proxy, all communication with Mr. DLib is routed through the proxy, so Mr. DLib cannot get any IPs etc from the partner's users
ISG-Siegen/papercite
Bibtex plugin for wordpress
ISG-Siegen/random-seed-effects
ISG-Siegen/recsys-carbon-footprint
ISG-Siegen/recsys-time-evaluation
ISG-Siegen/.github
ISG-Siegen/camels-client
ISG-Siegen/e-fold-ml-mahlich
ISG-Siegen/emers
ISG-Siegen/FMLearn-scikit-learn-client
a modified version of scikit-learn with an additional library to make API calls for Federated Meta-Learning
ISG-Siegen/Mr.-DLib-Client-JavaScript
ISG-Siegen/piasbenchmark
ISG-Siegen/Recommender-Systems.com
ISG-Siegen/recsys-dataloader
ISG-Siegen/Releasing-RecSys-Research-Code
Tips for releasing research code in Machine Learning (with official NeurIPS 2020 recommendations)
ISG-Siegen/Test-Repo
This repo is for anyone in the ISG to play around with GitHub.