Cancer Microbiology Group
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aensembles
aensembles PublicAutomatic ensembles, obtained via algorithmic discovery pipeline, for phenotypes prediction tasks with microbiome data (e.g. metagenomics).
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- mllabiome Public
From microbiota data to exploratory biological hypothesis generation via machine learning.
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Stool microbiota profiles curated for benchmarking machine learning approaches across heterogenous context. Designed for finding models robust under high-dimensional sparse compositional data and cross-study shift.
- Breast-Cancer-Microbiome-16S Public
- mllabiome-ii Public
Interactive inference (ii) local app for developed and already trained microbiota models.
- mllabiome-app-l Public
Interactive web app for microbiota machine learning federated learning and inference for research purposes (legacy version).
- maensembles Public
- metataxonx Public
- metabiomx Public
- aensembles Public
Automatic ensembles, obtained via algorithmic discovery pipeline, for phenotypes prediction tasks with microbiome data (e.g. metagenomics).
- CMG-GUTS.github.io Public
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