Found 10476 Articles for Python

How can Tensorflow be used with boosted trees in Python?

AmitDiwan
Updated on 25-Feb-2021 09:46:22

188 Views

Tensorflow can be used with boosted trees to improve the prediction performance of the dataset. The data is loaded, and pre-processed in the way it is usually done, but when the predictions are made, multiple models are used for the predictions, and the output of all these models is combined to give the final result.Read More: What is TensorFlow and how Keras work with TensorFlow to create Neural Networks?We will use the Keras Sequential API, which is helpful in building a sequential model that is used to work with a plain stack of layers, where every layer has exactly one ... Read More

How can Tensorflow be used with Estimators to inspect the titanic dataset using Python?

AmitDiwan
Updated on 25-Feb-2021 09:33:38

190 Views

The titanic dataset can be inspected using Tensorflow and estimators, by iterating through the features and converting the features into a list, and displaying it on the console. Read More: What is TensorFlow and how Keras work with TensorFlow to create Neural Networks?We will use the Keras Sequential API, which is helpful in building a sequential model that is used to work with a plain stack of layers, where every layer has exactly one input tensor and one output tensor.A neural network that contains at least one layer is known as a convolutional layer. We can use the Convolutional Neural Network ... Read More

How can Tensorflow be used with Estimator to predict the output using Python?

AmitDiwan
Updated on 22-Feb-2021 10:41:33

230 Views

The ‘predict’ method is called on never before seen data and the predictions and the actual value is displayed on console.Read More: What is TensorFlow and how Keras work with TensorFlow to create Neural Networks?We will use the Keras Sequential API, which is helpful in building a sequential model that is used to work with a plain stack of layers, where every layer has exactly one input tensor and one output tensor.A neural network that contains at least one layer is known as a convolutional layer. We can use the Convolutional Neural Network to build learning model. TensorFlow Text contains collection ... Read More

How can Tensorflow be used with Estimator to make predictions from trained model?

AmitDiwan
Updated on 22-Feb-2021 10:39:27

251 Views

Tensorflow can be used with the estimator to predict output on new data using the ‘predict’ method which is present in the ‘classifier’ method.Read More: What is TensorFlow and how Keras work with TensorFlow to create Neural Networks?We will use the Keras Sequential API, which is helpful in building a sequential model that is used to work with a plain stack of layers, where every layer has exactly one input tensor and one output tensor.A neural network that contains at least one layer is known as a convolutional layer. We can use the Convolutional Neural Network to build learning model. TensorFlow ... Read More

How can Tensorflow be used with Estimators to evaluate the model using Python?

AmitDiwan
Updated on 22-Feb-2021 10:00:41

181 Views

Tensorflow can be used with the estimator to evaluate the model with the help of the ‘evaluate’ method that is present in ‘classifier’ module.Read More: What is TensorFlow and how Keras work with TensorFlow to create Neural Networks?We will use the Keras Sequential API, which is helpful in building a sequential model that is used to work with a plain stack of layers, where every layer has exactly one input tensor and one output tensor.A neural network that contains at least one layer is known as a convolutional layer. We can use the Convolutional Neural Network to build learning model. TensorFlow ... Read More

How can Tensorflow be used with Estimator to compile the model using Python?

AmitDiwan
Updated on 22-Feb-2021 09:58:10

127 Views

Tensorflow can be used with the estimator to compile the model with the help of the ‘train’ method.Read More: What is TensorFlow and how Keras work with TensorFlow to create Neural Networks?We will use the Keras Sequential API, which is helpful in building a sequential model that is used to work with a plain stack of layers, where every layer has exactly one input tensor and one output tensor.A neural network that contains at least one layer is known as a convolutional layer. We can use the Convolutional Neural Network to build learning model. TensorFlow Text contains collection of text related ... Read More

How can Tensorflow be used to instantiate an estimator using Python?

AmitDiwan
Updated on 22-Feb-2021 09:56:11

204 Views

An estimator can be instantiated using Tensorflow by using the ‘DNNClassifier’ method that is present in ‘estimator’ class of Tensorflow library.Read More: What is TensorFlow and how Keras work with TensorFlow to create Neural Networks?We will use the Keras Sequential API, which is helpful in building a sequential model that is used to work with a plain stack of layers, where every layer has exactly one input tensor and one output tensor.A neural network that contains at least one layer is known as a convolutional layer. We can use the Convolutional Neural Network to build learning model. TensorFlow Text contains collection ... Read More

How can Tensorflow be used to define feature columns in Python?

AmitDiwan
Updated on 22-Feb-2021 09:54:44

234 Views

Tensorflow can be used to define feature columns for the estimator model by creating an empty list and accessing the ‘key’ values of the training dataset and iterating through it. During iteration, the feature names are appended to the empty list.Read More: What is TensorFlow and how Keras work with TensorFlow to create Neural Networks?We will use the Keras Sequential API, which is helpful in building a sequential model that is used to work with a plain stack of layers, where every layer has exactly one input tensor and one output tensor.A neural network that contains at least one layer ... Read More

How can Tensorflow text be used with whitespace tokenizer in Python?

AmitDiwan
Updated on 22-Feb-2021 07:57:16

307 Views

Tensorflow text can be used with whitespace tokenizer by calling the ‘WhitespaceTokenizer’’, which creates a tokenizer, that is used with the ‘tokenize’ method on the string.Read More: What is TensorFlow and how Keras work with TensorFlow to create Neural Networks?We will use the Keras Sequential API, which is helpful in building a sequential model that is used to work with a plain stack of layers, where every layer has exactly one input tensor and one output tensor.A neural network that contains at least one layer is known as a convolutional layer. We can use the Convolutional Neural Network to build ... Read More

How can tf.text be used to see if a string has a certain property in Python?

AmitDiwan
Updated on 22-Feb-2021 07:50:47

202 Views

The ‘wordshape’ method can be used along with specific conditions such as ‘HAS_TITLE_CASE’, ‘IS_NUMERIC_VALUE’, or ‘HAS_SOME_PUNCT_OR_SYMBOL’ to see if a string has a particular property.Read More: What is TensorFlow and how Keras work with TensorFlow to create Neural Networks?We will use the Keras Sequential API, which is helpful in building a sequential model that is used to work with a plain stack of layers, where every layer has exactly one input tensor and one output tensor.A neural network that contains at least one layer is known as a convolutional layer. We can use the Convolutional Neural Network to build learning ... Read More

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