0.4 release (#287)

* Update version and depend on beta1

* DOC: Add 0.4 release docs

* Remove nightly flags

Author: seanpmorgan

docs/api_docs/python/_redirects.yaml

@@ -0,0 +1,127 @@
+redirects:
+- from: /api_docs/python/tfa/image/distance_transform/euclidean_dist_transform
+  to: /api_docs/python/tfa/image/euclidean_dist_transform
+- from: /api_docs/python/tfa/image/distort_image_ops/adjust_hsv_in_yiq
+  to: /api_docs/python/tfa/image/adjust_hsv_in_yiq
+- from: /api_docs/python/tfa/image/distort_image_ops/random_hsv_in_yiq
+  to: /api_docs/python/tfa/image/random_hsv_in_yiq
+- from: /api_docs/python/tfa/image/filters/mean_filter2d
+  to: /api_docs/python/tfa/image/mean_filter2d
+- from: /api_docs/python/tfa/image/filters/median_filter2d
+  to: /api_docs/python/tfa/image/median_filter2d
+- from: /api_docs/python/tfa/image/transform_ops/rotate
+  to: /api_docs/python/tfa/image/rotate
+- from: /api_docs/python/tfa/image/transform_ops/transform
+  to: /api_docs/python/tfa/image/transform
+- from: /api_docs/python/tfa/layers/maxout/Maxout
+  to: /api_docs/python/tfa/layers/Maxout
+- from: /api_docs/python/tfa/layers/normalizations/GroupNormalization
+  to: /api_docs/python/tfa/layers/GroupNormalization
+- from: /api_docs/python/tfa/layers/normalizations/InstanceNormalization
+  to: /api_docs/python/tfa/layers/InstanceNormalization
+- from: /api_docs/python/tfa/layers/poincare/PoincareNormalize
+  to: /api_docs/python/tfa/layers/PoincareNormalize
+- from: /api_docs/python/tfa/layers/sparsemax/Sparsemax
+  to: /api_docs/python/tfa/layers/Sparsemax
+- from: /api_docs/python/tfa/layers/sparsemax/sparsemax
+  to: /api_docs/python/tfa/activations/sparsemax
+- from: /api_docs/python/tfa/layers/wrappers/WeightNormalization
+  to: /api_docs/python/tfa/layers/WeightNormalization
+- from: /api_docs/python/tfa/losses/contrastive/ContrastiveLoss
+  to: /api_docs/python/tfa/losses/ContrastiveLoss
+- from: /api_docs/python/tfa/losses/contrastive/contrastive_loss
+  to: /api_docs/python/tfa/losses/contrastive_loss
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+- from: /api_docs/python/tfa/losses/focal_loss/sigmoid_focal_crossentropy
+  to: /api_docs/python/tfa/losses/sigmoid_focal_crossentropy
+- from: /api_docs/python/tfa/losses/lifted/LiftedStructLoss
+  to: /api_docs/python/tfa/losses/LiftedStructLoss
+- from: /api_docs/python/tfa/losses/lifted/lifted_struct_loss
+  to: /api_docs/python/tfa/losses/lifted_struct_loss
+- from: /api_docs/python/tfa/losses/triplet/TripletSemiHardLoss
+  to: /api_docs/python/tfa/losses/TripletSemiHardLoss
+- from: /api_docs/python/tfa/losses/triplet/triplet_semihard_loss
+  to: /api_docs/python/tfa/losses/triplet_semihard_loss
+- from: /api_docs/python/tfa/metrics/cohens_kappa/CohenKappa
+  to: /api_docs/python/tfa/metrics/CohenKappa
+- from: /api_docs/python/tfa/optimizers/lazy_adam/LazyAdam
+  to: /api_docs/python/tfa/optimizers/LazyAdam
+- from: /api_docs/python/tfa/optimizers/moving_average/MovingAverage
+  to: /api_docs/python/tfa/optimizers/MovingAverage
+- from: /api_docs/python/tfa/optimizers/weight_decay_optimizers/AdamW
+  to: /api_docs/python/tfa/optimizers/AdamW
+- from: /api_docs/python/tfa/optimizers/weight_decay_optimizers/SGDW
+  to: /api_docs/python/tfa/optimizers/SGDW
+- from: /api_docs/python/tfa/optimizers/weight_decay_optimizers/extend_with_decoupled_weight_decay
+  to: /api_docs/python/tfa/optimizers/extend_with_decoupled_weight_decay
+- from: /api_docs/python/tfa/rnn/cell/LayerNormLSTMCell
+  to: /api_docs/python/tfa/rnn/LayerNormLSTMCell
+- from: /api_docs/python/tfa/rnn/cell/NASCell
+  to: /api_docs/python/tfa/rnn/NASCell
+- from: /api_docs/python/tfa/seq2seq/attention_wrapper/AttentionMechanism
+  to: /api_docs/python/tfa/seq2seq/AttentionMechanism
+- from: /api_docs/python/tfa/seq2seq/attention_wrapper/AttentionWrapper
+  to: /api_docs/python/tfa/seq2seq/AttentionWrapper
+- from: /api_docs/python/tfa/seq2seq/attention_wrapper/AttentionWrapperState
+  to: /api_docs/python/tfa/seq2seq/AttentionWrapperState
+- from: /api_docs/python/tfa/seq2seq/attention_wrapper/BahdanauAttention
+  to: /api_docs/python/tfa/seq2seq/BahdanauAttention
+- from: /api_docs/python/tfa/seq2seq/attention_wrapper/BahdanauMonotonicAttention
+  to: /api_docs/python/tfa/seq2seq/BahdanauMonotonicAttention
+- from: /api_docs/python/tfa/seq2seq/attention_wrapper/LuongAttention
+  to: /api_docs/python/tfa/seq2seq/LuongAttention
+- from: /api_docs/python/tfa/seq2seq/attention_wrapper/LuongMonotonicAttention
+  to: /api_docs/python/tfa/seq2seq/LuongMonotonicAttention
+- from: /api_docs/python/tfa/seq2seq/attention_wrapper/hardmax
+  to: /api_docs/python/tfa/seq2seq/hardmax
+- from: /api_docs/python/tfa/seq2seq/attention_wrapper/monotonic_attention
+  to: /api_docs/python/tfa/seq2seq/monotonic_attention
+- from: /api_docs/python/tfa/seq2seq/attention_wrapper/safe_cumprod
+  to: /api_docs/python/tfa/seq2seq/safe_cumprod
+- from: /api_docs/python/tfa/seq2seq/basic_decoder/BasicDecoder
+  to: /api_docs/python/tfa/seq2seq/BasicDecoder
+- from: /api_docs/python/tfa/seq2seq/basic_decoder/BasicDecoderOutput
+  to: /api_docs/python/tfa/seq2seq/BasicDecoderOutput
+- from: /api_docs/python/tfa/seq2seq/beam_search_decoder/BeamSearchDecoder
+  to: /api_docs/python/tfa/seq2seq/BeamSearchDecoder
+- from: /api_docs/python/tfa/seq2seq/beam_search_decoder/BeamSearchDecoderOutput
+  to: /api_docs/python/tfa/seq2seq/BeamSearchDecoderOutput
+- from: /api_docs/python/tfa/seq2seq/beam_search_decoder/BeamSearchDecoderState
+  to: /api_docs/python/tfa/seq2seq/BeamSearchDecoderState
+- from: /api_docs/python/tfa/seq2seq/beam_search_decoder/FinalBeamSearchDecoderOutput
+  to: /api_docs/python/tfa/seq2seq/FinalBeamSearchDecoderOutput
+- from: /api_docs/python/tfa/seq2seq/beam_search_decoder/gather_tree_from_array
+  to: /api_docs/python/tfa/seq2seq/gather_tree_from_array
+- from: /api_docs/python/tfa/seq2seq/beam_search_decoder/tile_batch
+  to: /api_docs/python/tfa/seq2seq/tile_batch
+- from: /api_docs/python/tfa/seq2seq/decoder/BaseDecoder
+  to: /api_docs/python/tfa/seq2seq/BaseDecoder
+- from: /api_docs/python/tfa/seq2seq/decoder/Decoder
+  to: /api_docs/python/tfa/seq2seq/Decoder
+- from: /api_docs/python/tfa/seq2seq/decoder/dynamic_decode
+  to: /api_docs/python/tfa/seq2seq/dynamic_decode
+- from: /api_docs/python/tfa/seq2seq/loss/SequenceLoss
+  to: /api_docs/python/tfa/seq2seq/SequenceLoss
+- from: /api_docs/python/tfa/seq2seq/loss/sequence_loss
+  to: /api_docs/python/tfa/seq2seq/sequence_loss
+- from: /api_docs/python/tfa/seq2seq/sampler/CustomSampler
+  to: /api_docs/python/tfa/seq2seq/CustomSampler
+- from: /api_docs/python/tfa/seq2seq/sampler/GreedyEmbeddingSampler
+  to: /api_docs/python/tfa/seq2seq/GreedyEmbeddingSampler
+- from: /api_docs/python/tfa/seq2seq/sampler/InferenceSampler
+  to: /api_docs/python/tfa/seq2seq/InferenceSampler
+- from: /api_docs/python/tfa/seq2seq/sampler/SampleEmbeddingSampler
+  to: /api_docs/python/tfa/seq2seq/SampleEmbeddingSampler
+- from: /api_docs/python/tfa/seq2seq/sampler/Sampler
+  to: /api_docs/python/tfa/seq2seq/Sampler
+- from: /api_docs/python/tfa/seq2seq/sampler/ScheduledEmbeddingTrainingSampler
+  to: /api_docs/python/tfa/seq2seq/ScheduledEmbeddingTrainingSampler
+- from: /api_docs/python/tfa/seq2seq/sampler/ScheduledOutputTrainingSampler
+  to: /api_docs/python/tfa/seq2seq/ScheduledOutputTrainingSampler
+- from: /api_docs/python/tfa/seq2seq/sampler/TrainingSampler
+  to: /api_docs/python/tfa/seq2seq/TrainingSampler
+- from: /api_docs/python/tfa/text/skip_gram_ops/skip_gram_sample
+  to: /api_docs/python/tfa/text/skip_gram_sample
+- from: /api_docs/python/tfa/text/skip_gram_ops/skip_gram_sample_with_text_vocab
+  to: /api_docs/python/tfa/text/skip_gram_sample_with_text_vocab