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layerUMAP: A tool for visualizing and understanding deep learning models in biological sequence classification using UMAP
Despite the impressive success of deep learning techniques in various types of classification and prediction tasks, interpreting these models and explaining their predictions are still major challenges. In this article, we present an easy-to-use command line tool capable of visualizing and analyzing...
| Autores principales: | , , , , |
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| Formato: | Online Artículo Texto |
| Lenguaje: | English |
| Publicado: |
Elsevier
2022
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| Materias: | |
| Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9678764/ https://www.ncbi.nlm.nih.gov/pubmed/36425757 http://dx.doi.org/10.1016/j.isci.2022.105530 |