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Developing Open Source Educational Resources for Machine Learning and Data Science

, , , , , , and . (2021)cite arxiv:2107.14330Comment: 6 pages.

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Pitfalls and Best Practices in Algorithm Configuration., , and . J. Artif. Intell. Res., (2019)SpyBug: Automated Bug Detection in the Configuration Space of SAT Solvers., and . SAT, volume 9710 of Lecture Notes in Computer Science, page 554-561. Springer, (2016)Towards Explaining Hyperparameter Optimization via Partial Dependence Plots, , , , and . Proceedings of the international workshop on Automated Machine Learning (AutoML) at ICML'21, (July 2021)Learning Heuristic Selection with Dynamic Algorithm Configuration, , , , and . Proceedings of the 31st International Conference on Automated Planning and Scheduling (ICAPS'21), (August 2021)AutoML: advanced tool for mining multivariate plant traits, , , and . Trends in Plant Science, 28 (12): 1451--1452 (December 2023)Maschinelles Lernen in der Prozessplanung, , , and . VDI-Z, (October 2021)not peer-reviewed.PriorBand: HyperBand + Human Expert Knowledge, , , , , , , and . Workshop on Meta-Learning (MetaLearn 2022), (2022)Learning Domain-Independent Policies for Open List Selection, , , , , and . Proceedings of the 3rd ICAPS workshop on Bridging the Gap Between AI Planning and Reinforcement Learning (PRL), page 1-9. (2022)Hyperparameter optimization: Foundations, algorithms, best practices, and open challenges., , , , , , , , , and 2 other author(s). WIREs Data. Mining. Knowl. Discov., (March 2023)Winning Solutions and Post-Challenge Analyses of the ChaLearn AutoDL Challenge 2019., , , , , , , , , and 15 other author(s). IEEE Trans. Pattern Anal. Mach. Intell., 43 (9): 3108-3125 (2021)