Warning: This project is deprecated. TensorFlow Addons has stopped development, The project will only be providing minimal maintenance releases until May 2024. See the full announcement here or on github.

All symbols in TensorFlow Addons

Primary symbols

tfa
tfa.activations
tfa.activations.gelu
tfa.activations.hardshrink
tfa.activations.lisht
tfa.activations.mish
tfa.activations.rrelu
tfa.activations.snake
tfa.activations.softshrink
tfa.activations.sparsemax
tfa.activations.tanhshrink
tfa.callbacks
tfa.callbacks.AverageModelCheckpoint
tfa.callbacks.TQDMProgressBar
tfa.callbacks.TimeStopping
tfa.image
tfa.image.adjust_hsv_in_yiq
tfa.image.angles_to_projective_transforms
tfa.image.blend
tfa.image.compose_transforms
tfa.image.connected_components
tfa.image.cutout
tfa.image.dense_image_warp
tfa.image.equalize
tfa.image.euclidean_dist_transform
tfa.image.gaussian_filter2d
tfa.image.interpolate_bilinear
tfa.image.interpolate_spline
tfa.image.mean_filter2d
tfa.image.median_filter2d
tfa.image.random_cutout
tfa.image.random_hsv_in_yiq
tfa.image.resampler
tfa.image.rotate
tfa.image.sharpness
tfa.image.shear_x
tfa.image.shear_y
tfa.image.sparse_image_warp
tfa.image.transform
tfa.image.translate
tfa.image.translate_xy
tfa.image.translations_to_projective_transforms
tfa.layers
tfa.layers.AdaptiveAveragePooling1D
tfa.layers.AdaptiveAveragePooling2D
tfa.layers.AdaptiveAveragePooling3D
tfa.layers.AdaptiveMaxPooling1D
tfa.layers.AdaptiveMaxPooling2D
tfa.layers.AdaptiveMaxPooling3D
tfa.layers.CRF
tfa.layers.CorrelationCost
tfa.layers.ESN
tfa.layers.EmbeddingBag
tfa.layers.FilterResponseNormalization
tfa.layers.GELU
tfa.layers.GroupNormalization
tfa.layers.InstanceNormalization
tfa.layers.MaxUnpooling2D
tfa.layers.MaxUnpooling2DV2
tfa.layers.Maxout
tfa.layers.MultiHeadAttention
tfa.layers.NoisyDense
tfa.layers.PoincareNormalize
tfa.layers.PolynomialCrossing
tfa.layers.Snake
tfa.layers.Sparsemax
tfa.layers.SpatialPyramidPooling2D
tfa.layers.SpectralNormalization
tfa.layers.StochasticDepth
tfa.layers.TLU
tfa.layers.WeightNormalization
tfa.losses
tfa.losses.ContrastiveLoss
tfa.losses.GIoULoss
tfa.losses.LiftedStructLoss
tfa.losses.NpairsLoss
tfa.losses.NpairsMultilabelLoss
tfa.losses.PinballLoss
tfa.losses.SigmoidFocalCrossEntropy
tfa.losses.SparsemaxLoss
tfa.losses.TripletHardLoss
tfa.losses.TripletSemiHardLoss
tfa.losses.WeightedKappaLoss
tfa.losses.contrastive_loss
tfa.losses.giou_loss
tfa.losses.lifted_struct_loss
tfa.losses.npairs_loss
tfa.losses.npairs_multilabel_loss
tfa.losses.pinball_loss
tfa.losses.sigmoid_focal_crossentropy
tfa.losses.sparsemax_loss
tfa.losses.triplet_hard_loss
tfa.losses.triplet_semihard_loss
tfa.metrics
tfa.metrics.CohenKappa
tfa.metrics.F1Score
tfa.metrics.FBetaScore
tfa.metrics.GeometricMean
tfa.metrics.HammingLoss
tfa.metrics.HarmonicMean
tfa.metrics.KendallsTauB
tfa.metrics.KendallsTauC
tfa.metrics.MatthewsCorrelationCoefficient
tfa.metrics.MeanMetricWrapper
tfa.metrics.MultiLabelConfusionMatrix
tfa.metrics.PearsonsCorrelation
tfa.metrics.RSquare
tfa.metrics.SpearmansRank
tfa.metrics.hamming_distance
tfa.metrics.hamming_loss_fn
tfa.optimizers
tfa.optimizers.AdaBelief
tfa.optimizers.AdamW
tfa.optimizers.AveragedOptimizerWrapper
tfa.optimizers.COCOB
tfa.optimizers.ConditionalGradient
tfa.optimizers.CyclicalLearningRate
tfa.optimizers.DecoupledWeightDecayExtension
tfa.optimizers.ExponentialCyclicalLearningRate
tfa.optimizers.LAMB
tfa.optimizers.LazyAdam
tfa.optimizers.Lookahead
tfa.optimizers.MovingAverage
tfa.optimizers.MultiOptimizer
tfa.optimizers.NovoGrad
tfa.optimizers.ProximalAdagrad
tfa.optimizers.RectifiedAdam
tfa.optimizers.SGDW
tfa.optimizers.SWA
tfa.optimizers.Triangular2CyclicalLearningRate
tfa.optimizers.TriangularCyclicalLearningRate
tfa.optimizers.Yogi
tfa.optimizers.extend_with_decoupled_weight_decay
tfa.options
tfa.options.disable_custom_kernel
tfa.options.enable_custom_kernel
tfa.options.is_custom_kernel_disabled
tfa.register_all
tfa.rnn
tfa.rnn.ESNCell
tfa.rnn.LayerNormLSTMCell
tfa.rnn.LayerNormSimpleRNNCell
tfa.rnn.NASCell
tfa.rnn.PeepholeLSTMCell
tfa.seq2seq
tfa.seq2seq.AttentionMechanism
tfa.seq2seq.AttentionWrapper
tfa.seq2seq.AttentionWrapperState
tfa.seq2seq.BahdanauAttention
tfa.seq2seq.BahdanauMonotonicAttention
tfa.seq2seq.BaseDecoder
tfa.seq2seq.BasicDecoder
tfa.seq2seq.BasicDecoderOutput
tfa.seq2seq.BeamSearchDecoder
tfa.seq2seq.BeamSearchDecoderOutput
tfa.seq2seq.BeamSearchDecoderState
tfa.seq2seq.CustomSampler
tfa.seq2seq.Decoder
tfa.seq2seq.FinalBeamSearchDecoderOutput
tfa.seq2seq.GreedyEmbeddingSampler
tfa.seq2seq.InferenceSampler
tfa.seq2seq.LuongAttention
tfa.seq2seq.LuongMonotonicAttention
tfa.seq2seq.SampleEmbeddingSampler
tfa.seq2seq.Sampler
tfa.seq2seq.ScheduledEmbeddingTrainingSampler
tfa.seq2seq.ScheduledOutputTrainingSampler
tfa.seq2seq.SequenceLoss
tfa.seq2seq.TrainingSampler
tfa.seq2seq.dynamic_decode
tfa.seq2seq.gather_tree
tfa.seq2seq.gather_tree_from_array
tfa.seq2seq.hardmax
tfa.seq2seq.monotonic_attention
tfa.seq2seq.safe_cumprod
tfa.seq2seq.sequence_loss
tfa.seq2seq.tile_batch
tfa.text
tfa.text.CRFModelWrapper
tfa.text.CrfDecodeForwardRnnCell
tfa.text.crf
tfa.text.crf.CrfDecodeForwardRnnCell
tfa.text.crf.TensorLike
tfa.text.crf.crf_binary_score
tfa.text.crf.crf_constrained_decode
tfa.text.crf.crf_decode
tfa.text.crf.crf_decode_backward
tfa.text.crf.crf_decode_forward
tfa.text.crf.crf_filtered_inputs
tfa.text.crf.crf_forward
tfa.text.crf.crf_log_likelihood
tfa.text.crf.crf_log_norm
tfa.text.crf.crf_multitag_sequence_score
tfa.text.crf.crf_sequence_score
tfa.text.crf.crf_unary_score
tfa.text.crf.viterbi_decode
tfa.text.crf_binary_score
tfa.text.crf_constrained_decode
tfa.text.crf_decode
tfa.text.crf_decode_backward
tfa.text.crf_decode_forward
tfa.text.crf_filtered_inputs
tfa.text.crf_forward
tfa.text.crf_log_likelihood
tfa.text.crf_log_norm
tfa.text.crf_multitag_sequence_score
tfa.text.crf_sequence_score
tfa.text.crf_unary_score
tfa.text.parse_time
tfa.text.skip_gram_sample
tfa.text.skip_gram_sample_with_text_vocab
tfa.text.viterbi_decode
tfa.types
tfa.types.AcceptableDTypes
tfa.types.Activation
tfa.types.Constraint
tfa.types.FloatTensorLike
tfa.types.Initializer
tfa.types.Number
tfa.types.Optimizer
tfa.types.Regularizer
tfa.types.TensorLike