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By k-dense-ai

waypoint-bio

k-dense-ai685 installs

Turn microbiome samples into fixed-size vectors.

What it does

Produces microbiome sample embeddings, trained prediction models, and benchmark results, with guidance for preparing taxonomic abundance data.

When to use it

Use for embedding microbiome profiles, fine-tuning phenotype predictors, evaluating models on Compass, pretraining taxonomic models, or converting profiler output.

How to use it

Give it microbiome abundance files and a modeling request; it produces converted datasets, embeddings, trained models, or benchmark results.

What you provide

  • Your files

Uses

Good to know

  • advertises something the task does not need

Latest review

What you need · 3

Requires Python 3.10 or newer.

Requires waypoint-bio; the documented compatibility stack uses Transformers 4.57.6 and PEFT 0.18.1.


Access · 4

This skill

Hugging Face

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Downloads checkpoints and microbiome datasets

https://arxiv.org/abs/2609.00065

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Checks current paper citation metadata