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GenoML

Automated Machine Learning (AutoML) for Genomics
To standardize and democratize tools, data, and results, in genomics

InputOutputGenotypePhenotypeExternal GWAS*-omicsSingle-CellValidationTuningTrainingHarmonizationMungingGenetic Risk EstimatesTarget IdentificationCohort Stratification

As of December 2020, GenoML has been downloaded more than 15,000 times.

Easy to Use

Easy to Use

You don't need to learn and configure machine learning tools. GenoML helps you focus on data and results. When it's time to build, your model is optimized automatically.

ML/AI are made easy

ML/AI are made easy

Providing the most efficient methods easily used and without expert knowledge.

Flexible

Flexible

Supports commonly used genomics data formats.

Scalable

Scalable

Easy setup to run multicore computations and deploy to thousands of instances in matter of seconds.

Open Source

Open Source

GenoML is open source and welcomes contributions and collaborations. We are building a collaborative community for machine learning in genomics.

Reproducible and portable workflows

Reproducible and portable workflows

Ensuring scientific transparency and reproducibility.

Users of GenoML

AMP-PD
GP2
MJFF
NIH
DTI
NINDS
NIA
iPDGC
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