"""panda: prototype-anchored cell-identity classifier. marker variant is default."""
__version__ = "1.0"

from .model import (
    PANDAEncoder,
    grad_reverse,
    supcon_loss, vicreg_loss, hsic_biased,
    subcenter_angular_infonce,
    prototype_repulsion,
)

__all__ = [
    "PANDAEncoder",
    "grad_reverse", "supcon_loss", "vicreg_loss", "hsic_biased",
    "subcenter_angular_infonce", "prototype_repulsion",
]