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Models

We implement the following models for supporting multiple healthcare predictive tasks.

.. toctree::
    :maxdepth: 3

    models/pyhealth.models.BaseModel
    models/pyhealth.models.LogisticRegression
    models/pyhealth.models.MLP
    models/pyhealth.models.CNN
    models/pyhealth.models.RNN
    models/pyhealth.models.GNN
    models/pyhealth.models.Transformer
    models/pyhealth.models.TransformersModel
    models/pyhealth.models.RETAIN
    models/pyhealth.models.GAMENet
    models/pyhealth.models.MICRON
    models/pyhealth.models.SafeDrug
    models/pyhealth.models.MoleRec
    models/pyhealth.models.Deepr
    models/pyhealth.models.EHRMamba
    models/pyhealth.models.JambaEHR
    models/pyhealth.models.ContraWR
    models/pyhealth.models.SparcNet
    models/pyhealth.models.StageNet
    models/pyhealth.models.StageAttentionNet
    models/pyhealth.models.AdaCare
    models/pyhealth.models.ConCare
    models/pyhealth.models.Agent
    models/pyhealth.models.GRASP
    models/pyhealth.models.MedLink
    models/pyhealth.models.TCN
    models/pyhealth.models.TFMTokenizer
    models/pyhealth.models.GAN
    models/pyhealth.models.VAE
    models/pyhealth.models.SDOH
    models/pyhealth.models.VisionEmbeddingModel
    models/pyhealth.models.TextEmbedding
    models/pyhealth.models.CBraMod_Wrapper