NaCo
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BIAS
A toolbox for detecting structural bias in continuous optimization heuristics.
- Bias
- Metaheuristics
- optimization
- + 1
- (Dockerfile)
- ("Jupyter Notebook")
- (Python)
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DoE2Vec
DoE2Vec is a self-supervised approach to learn exploratory landscape analysis features from design of experiments. The model can be used for downstream meta-learning tasks such as learninig which optimizer works best on a given optimization landscape.
- Machine learning
- optimization
- python
- (Makefile)
- (Python)
- (R)
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GSA report
GSAreport is an application to easily generate reports that describe the global sensitivities of your input parameters as best as possible. You can use the reporting application to inspect which features are important for a given real world function / simulator or model.
- Explainable AI
- Machine learning
- python
- + 1
- (CSS)
- (HTML)
- ("Jupyter Notebook")
- + 1
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