Keras is a neural network library providing a high-level API in Python and R. Use this tag for questions relating to how to use this API.
My question is simple, what is the validation data passed to model.fit in a Sequential model used for? And, …
python validation keras training-data keras-2I am building a multi-class classifier with Keras 2.02 (with Tensorflow backend)，and I do not know how to calculate precision …
python precision keras precision-recallCan someone please explain this? I know bidirectional LSTMs have a forward and backward pass but what is the advantage …
machine-learning neural-network keras lstm recurrent-neural-networkCurrently I use the following code: callbacks = [ EarlyStopping(monitor='val_loss', patience=2, verbose=0), ModelCheckpoint(kfold_weights_path, monitor='val_loss', …
python machine-learning neural-network conv-neural-network kerasI am using Keras (with Theano) to train my CNN model. Does anyone has idea how can I use it …
c++ tensorflow theano conv-neural-network kerasWhen I load the whole dataset in memory and train the network in Keras using following code: model.fit(X, …
python machine-learning kerasI am trying for multi-class classification and here are the details of my training input and output: train_input.shape= (1, 95000, 360) (95000 …
python keras lstm recurrent-neural-networkI have tried to build a CNN with one layer, but I have some problem with it. Indeed, the compilator …
python keras text-classification keras-layerI would like to access the layer size of all the layers in a Sequential Keras model. My code: model = …
python tensorflow deep-learning keras theanoI built a Sequential model with the VGG16 network at the initial base, for example: from keras.applications import VGG16 …
keras keras-layer convolutional-neural-network