Keras to TensorFlow Network Converter
Source
Converts a Keras deep learning model with TensorFlow backend to a TensorFlow model. TensorFlow models can be executed using the TensorFlow Java API which is usually faster then using a Python kernel to execute the model via the Keras Python API.
External Resources
Input Ports
 Type: Keras Deep Learning Network The Keras deep learning network.
Output Ports
 Type: TensorFlow Deep Learning Network The TensorFlow deep learning network.

Translating from a Keras to TensorFlow (Sentiment Analysis)
deep learning keras text classification classification lstm embedding text analysis sequence analysis sentiment analysis sequence classification neural network text processingThis workflow shows how to train a simple neural network for text classification, in this case sentiment analysis. The u…shima0011 > 04_Analytics > 14_Deep_Learning > 03_TensorFlow > 05_Translating_From_Keras_to_TensorFlow 
Translating from a Keras to TensorFlow (Sentiment Analysis)
deep learning keras text classification classification lstm embedding text analysis sequence analysis sentiment analysis sequence classification neural network text processingThis workflow shows how to train a simple neural network for text classification, in this case sentiment analysis. The u…knime > Examples > 04_Analytics > 14_Deep_Learning > 03_TensorFlow > 05_Translating_From_Keras_to_TensorFlow 
Neural Machine Translation from English to German: Training Workflow
deep learning keras sequence analysis text analysis text processing machine translation neural machine translation neural language translation lstm encoder decoder neural network sequence to sequence NLP Natural Language ProcessingUses a character level encoderdecoder network of LSTMs. The encoder network reads the input sentence character by chara…knime > Examples > 04_Analytics > 14_Deep_Learning > 02_Keras > 12_Machine_Translation > 01_Training_a_Neural_Machine_Translation_Model 
Wide and Deep Learning on the Census dataset
deep learning wide learning tensorflow keras machine learningThis workflow shows one way of applying deep learning to tabular data. The main focus of the workflow lies on data prepa…knime > Examples > 04_Analytics > 14_Deep_Learning > 02_Keras > 09_Wide_and_Deep_Learning_on_Census_Dataset 
Generate Mountain Names (Training)
deep learning keras text generation RNN LSTM text analysis sequence analysis neural network text processing NLP Natural Language ProcessingThe workflow builds, trains, and saves an RNN with an LSTM layer to generate new fictive mountain names. The brown nodes…knime > Examples > 04_Analytics > 14_Deep_Learning > 02_Keras > 10_Generate_Product_Names_With_LSTM > 01_Training 
Generate Mountain Namesn (Training)
deep learning keras text generation RNN LSTM text analysis sequence analysis neural network text processingThe workflow builds, trains, and saves an RNN with an LSTM layer to generate new fictive mountain names. The brown nodes…shima0011 > 04_Analytics > 14_Deep_Learning > 02_Keras > 10_Generate_Product_Names_With_LSTM > 01_Training 
Generate Text Using a ManyToOne LSTM Network (Training)
deep learning keras text generation RNN LSTM text analysis sequence analysis neural network text processingThe workflow builds, trains, and saves an RNN with an LSTM layer to generate new fictive fairy tales. The brown nodes de…shima0011 > 04_Analytics > 14_Deep_Learning > 02_Keras > 11_Generate_Fairy_Tales > 01_Training 
Neural Machine Translation from English to German: Training Workflow
deep learning keras sequence analysis text analysis text processing machine translation neural machine translation neural language translation lstm encoder decoder neural network sequence to sequenceUses a character level encoderdecoder network of LSTMs. The encoder network reads the input sentence character by chara…shima0011 > 04_Analytics > 14_Deep_Learning > 02_Keras > 12_Machine_Translation > 01_Training_a_Neural_Machine_Translation_Model 
Wide and Deep Learning on the Census dataset
deep learning wide learning tensorflow keras machine learningThis workflow shows one way of applying deep learning to tabular data. The main focus of the workflow lies on data prepa…shima0011 > 04_Analytics > 14_Deep_Learning > 02_Keras > 09_Wide_and_Deep_Learning_on_Census_Dataset 
Generate Mountain Names (Training)
deep learning keras text generation RNN LSTM text analysis sequence analysis neural network text processingThe workflow builds, trains, and saves an RNN with an LSTM layer to generate new fictive mountain names. The brown nodes…kathrin > Forum_Question_How_to_Generate_Product_Names_with_my_own_list > 01_Training 2