Metric learning based synthesis of heterogeneous modalities
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Schema is a Python library for the synthesis and integration of multi-modal data. It offers support for the incorporation of more than two modalities and can also simultaneously handle batch effects. Schema is based on a metric learning approach and formulates the modality synthesis problem as a quadratic programming problem.
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