How to use TensorFlow Dataset API for NLP input pipeline

In this tutorial we will learn how to use TensorFlow’s Dataset API to build pipelines for text.

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Training Neural Machine Translation with Tensor2Tensor

It is a library of models, hyperparameter sets for those models and data sets.

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ResNet implementation in TensorFlow Keras

Very deep neural network are difficult to train because of vanishing and exploding gradients problems.

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How to read CSV file data using TensorFlow DataSet API

In this tutorial, we are going to see how we can create an input pipeline from a CSV file.

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TensorFlow Image Augmentation using tf.image

The tf.image provides image augmentation functions that all the computation is done on GPU.

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HTTP post request in Flutter.

Post text data to a web server and receive the same data as a response if resource successfully created.

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Flutter AlertDialog example

Popup dialog informs the user about situations that require acknowledgment. It has an optional action.

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Text Classification using Attention Mechanism in Keras

We build text classification models in Keras that use attention mechanism

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Replac your RNN and LSTM with Attention base Transformer model for NLP

Train the network with a long range with that can look back thousands of steps and remember it.

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TensorFlow BERT for Pre-training Natural Language Processing

It is a method of representations pre-training language.

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