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microbiome-simulation
microbiome-simulation PublicCode accompanying a review article on semisynthetic simulation for microbiome data.
TeX 3
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multimedia
multimedia Publicmultimedia is an R package for multimodal mediation analysis of microbiome data. It has been designed to help integration of relative abundance, survey, and metabolomic data through causal mediatio…
R 2
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generative_review
generative_review PublicCode accompanying "Generative Models: An Interdisciplinary Perspective"
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interpretability_review
interpretability_review PublicCode accompanying a review article on interpretability and XAI. Includes examples for both simple (sparse regression) and sophisticated (concept bottlenecks) approaches, using notebooks that can be…
Jupyter Notebook 3
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data_visualization_exercises
data_visualization_exercises PublicExercises used for Statistical Data Visualization, STAT 479/436 at the University of Wisconsin - Madison. We cover the following topics: Graphical encoding, tidy data, dynamic linking, spatial and …
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