Module: tfr.keras.losses

Keras losses in TF-Ranking.

Classes

class ApproxMRRLoss: Computes approximate MRR loss between y_true and y_pred.

class ApproxNDCGLoss: Computes approximate NDCG loss between y_true and y_pred.

class ClickEMLoss: Computes click EM loss between y_true and y_pred.

class CoupledRankDistilLoss: Computes the Rank Distil loss between y_true and y_pred.

class DCGLambdaWeight: Keras serializable class for DCG.

class GumbelApproxNDCGLoss: Computes the Gumbel approximate NDCG loss between y_true and y_pred.

class LabelDiffLambdaWeight: Keras serializable class for LabelDiffLambdaWeight.

class ListMLELambdaWeight: LambdaWeight for ListMLE cost function.

class ListMLELoss: Computes ListMLE loss between y_true and y_pred.