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1# Copyright 2019 The TensorFlow Authors. All Rights Reserved. 

2# 

3# Licensed under the Apache License, Version 2.0 (the "License"); 

4# you may not use this file except in compliance with the License. 

5# You may obtain a copy of the License at 

6# 

7# http://www.apache.org/licenses/LICENSE-2.0 

8# 

9# Unless required by applicable law or agreed to in writing, software 

10# distributed under the License is distributed on an "AS IS" BASIS, 

11# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. 

12# See the License for the specific language governing permissions and 

13# limitations under the License. 

14# ============================================================================== 

15"""Additional metrics that conform to Keras API.""" 

16 

17from tensorflow_addons.metrics.cohens_kappa import CohenKappa 

18from tensorflow_addons.metrics.f_scores import F1Score, FBetaScore 

19from tensorflow_addons.metrics.hamming import ( 

20 HammingLoss, 

21 hamming_distance, 

22 hamming_loss_fn, 

23) 

24from tensorflow_addons.metrics.utils import MeanMetricWrapper 

25from tensorflow_addons.metrics.matthews_correlation_coefficient import ( 

26 MatthewsCorrelationCoefficient, 

27) 

28from tensorflow_addons.metrics.multilabel_confusion_matrix import ( 

29 MultiLabelConfusionMatrix, 

30) 

31from tensorflow_addons.metrics.r_square import RSquare 

32from tensorflow_addons.metrics.geometric_mean import GeometricMean 

33from tensorflow_addons.metrics.harmonic_mean import HarmonicMean 

34from tensorflow_addons.metrics.streaming_correlations import ( 

35 KendallsTauB, 

36 KendallsTauC, 

37 PearsonsCorrelation, 

38 SpearmansRank, 

39)