tf_privacy.TreeResidualSumQuery.GlobalState

View source on GitHub

Class defining global state for Tree sum queries.

tf_privacy.TreeResidualSumQuery.GlobalState(
    tree_state, clip_value, previous_tree_noise
)

Attributes
tree_state	Current state of noise tree keeping track of current leaf and each level state.
clip_value	The clipping value to be passed to clip_fn.
previous_tree_noise	Cumulative noise by tree aggregation from the previous time the query is called on a sample.

Methods

__eq__

__eq__(
    other
)

Method generated by attrs for class TreeResidualSumQuery.GlobalState.

__ge__

__ge__(
    other
)

Method generated by attrs for class TreeResidualSumQuery.GlobalState.

__gt__

__gt__(
    other
)

Method generated by attrs for class TreeResidualSumQuery.GlobalState.

__le__

__le__(
    other
)

Method generated by attrs for class TreeResidualSumQuery.GlobalState.

__lt__

__lt__(
    other
)

Method generated by attrs for class TreeResidualSumQuery.GlobalState.

__ne__

__ne__(
    other
)

Method generated by attrs for class TreeResidualSumQuery.GlobalState.