All Keras Solutions on Gang of Coders

Total of 112 Keras Solutions

Understanding Keras LSTMs

Python Deep Learning Keras Lstm

Keras input explanation: input_shape, units, batch_size, dim, etc

Neural Network Deep Learning Keras Keras Layer Tensor

Keras, How to get the output of each layer?

Python Tensorflow Deep Learning Keras

Why binary_crossentropy and categorical_crossentropy give different performances for the same problem?

Machine Learning Keras Neural Network Deep Learning Conv Neural-Network

Where do I call the BatchNormalization function in Keras?

Python Keras Neural Network Data Science Batch Normalization

Why is TensorFlow 2 much slower than TensorFlow 1?

Python Tensorflow Keras Performance Testing tensorflow2.0

Tensorflow 2.0 - AttributeError: module 'tensorflow' has no attribute 'Session'

Python Tensorflow Keras tensorflow2.0

What is the role of "Flatten" in Keras?

Machine Learning Tensorflow Neural Network Deep Learning Keras

Can I run Keras model on gpu?

Python Tensorflow Keras Jupyter

How do I use the Tensorboard callback of Keras?

Keras Tensorboard

Many to one and many to many LSTM examples in Keras

Machine Learning Neural Network Deep Learning Keras Recurrent Neural-Network

What is the use of verbose in Keras while validating the model?

Python Deep Learning Keras Verbose

How to fix 'Object arrays cannot be loaded when allow_pickle=False' for imdb.load_data() function?

Python Numpy Keras

Could not load dynamic library 'cudart64_101.dll' on tensorflow CPU-only installation

Python Python 3.x Tensorflow Keras tensorflow2.0

Loading a trained Keras model and continue training

Python Tensorflow Neural Network Keras Resuming Training

Deep-Learning Nan loss reasons

Python Tensorflow Machine Learning Keras Theano

Keras split train test set when using ImageDataGenerator

Keras Train Test-Split

How to load a model from an HDF5 file in Keras?

Python Machine Learning Keras Data Science

Can Keras with Tensorflow backend be forced to use CPU or GPU at will?

Python Machine Learning Tensorflow Keras

How to apply gradient clipping in TensorFlow?

Python Tensorflow Machine Learning Keras Deep Learning

How to concatenate two layers in keras?

Python Machine Learning Keras Neural Network Hierarchical

NaN loss when training regression network

Python Keras Neural Network Theano Loss Function

Which parameters should be used for early stopping?

Python Keras Deep Learning Conv Neural-Network

What is the role of TimeDistributed layer in Keras?

Python Machine Learning Keras Neural Network Deep Learning

Tensorflow - ValueError: Failed to convert a NumPy array to a Tensor (Unsupported object type float)

Python Tensorflow Keras Lstm

What is an Embedding in Keras?

What does Keras Tokenizer method exactly do?

Python Keras Nlp

keras: how to save the training history attribute of the history object

Python Machine Learning Neural Network Deep Learning Keras

Keras, how do I predict after I trained a model?

Python Theano Deep Learning Keras

Keras: Difference between Kernel and Activity regularizers

Machine Learning Keras Keras Layer

Does model.compile() initialize all the weights and biases in Keras (tensorflow backend)?

Tensorflow Keras

How to get reproducible results in keras

Python Numpy Theano Keras

Why plt.imshow() doesn't display the image?

Python Matplotlib Keras

Keras: the difference between LSTM dropout and LSTM recurrent dropout

Keras Lstm Dropout

How to check which version of Keras is installed?

What is the meaning of axis=-1 in keras.argmax?

Keras Axis Argmax

How big should batch size and number of epochs be when fitting a model in Keras?

Python Machine Learning Keras Data Science

What's the difference between a bidirectional LSTM and an LSTM?

Machine Learning Neural Network Keras Lstm Recurrent Neural-Network

What is validation data used for in a Keras Sequential model?

Python Validation Keras Training Data Keras 2

How to tell Keras stop training based on loss value?

Python Machine Learning Neural Network Conv Neural-Network Keras

Using Keras & Tensorflow with AMD GPU

Python Python 2.7 Opencl Tensorflow Keras

Get class labels from Keras functional model

How does Keras handle multilabel classification?

Python Neural Network Keras Multilabel Classification

How to stack multiple lstm in keras?

Tensorflow Deep Learning Keras Lstm Keras Layer

How to save final model using keras?

Python Machine Learning Keras

Does Any one got "AttributeError: 'str' object has no attribute 'decode' " , while Loading a Keras Saved Model

Python Machine Learning Keras Deep Learning

How to add and remove new layers in keras after loading weights?

Python Theano Keras Keras Layer

In Keras, what exactly am I configuring when I create a stateful `LSTM` layer with N `units`?

Tensorflow Neural Network Keras Lstm

How to export Keras .h5 to tensorflow .pb?

Python Tensorflow Keras

Save and load weights in keras

Failed to get convolution algorithm. This is probably because cuDNN failed to initialize,

Python Tensorflow Keras

Keras model.summary() result - Understanding the # of Parameters

Python Machine Learning Neural Network Keras Theano

What is the difference between sparse_categorical_crossentropy and categorical_crossentropy?

Python Tensorflow Machine Learning Keras Deep Learning

Error when checking model input: expected convolution2d_input_1 to have 4 dimensions, but got array with shape (32, 32, 3)

Deep Learning Keras Keras Layer

Higher validation accuracy, than training accurracy using Tensorflow and Keras

Tensorflow Machine Learning Neural Network Keras Classification

ImportError('Could not import PIL.Image. ' working with keras-ternsorflow

Image Processing Machine Learning Keras

How to import keras from tf.keras in Tensorflow?

Python Tensorflow Deep Learning Keras

Keras model.summary() object to string

Python Tensorflow Machine Learning Keras Deep Learning

What is the difference between loss function and metric in Keras?

Machine Learning Neural Network Deep Learning Keras

Tensorflow: None of the MLIR optimization passes are enabled (registered 1)

Python Tensorflow Keras Deep Learning

How to return history of validation loss in Keras

Python Neural Network Nlp Deep Learning Keras

Dimension of shape in conv1D

Python Tensorflow Keras Deep Learning Conv Neural-Network

Keras - Difference between categorical_accuracy and sparse_categorical_accuracy

Python Tensorflow Machine Learning Keras Deep Learning

How does keras handle multiple losses?

Deep Learning Keras Backpropagation Loss Function

How can I use a pre-trained neural network with grayscale images?

Python Tensorflow Machine Learning Keras Deep Learning

Negative dimension size caused by subtracting 3 from 1 for 'Conv2D'

Python Tensorflow Keras

How do I check if keras is using gpu version of tensorflow?

Python Tensorflow Neural Network Keras

NotImplementedError: Cannot convert a symbolic Tensor (2nd_target:0) to a numpy array

Python Tensorflow Keras Loss Function

Keras - Plot training, validation and test set accuracy

Python Matplotlib Keras

How to define max_queue_size, workers and use_multiprocessing in keras fit_generator()?

Python Tensorflow Machine Learning Keras Gpu

How to approach a number guessing game (with a twist) algorithm?

Python Algorithm Tensorflow Machine Learning Keras

How do I install Keras and Theano in Anaconda Python on Windows?

Python 2.7 Python 3.x Anaconda Theano Keras

Convert Keras model to C++

C++Tensorflow Theano Conv Neural-Network Keras

How to compute Receiving Operating Characteristic (ROC) and AUC in keras?

Python Theano Keras

WARNING:tensorflow:sample_weight modes were coerced from ... to ['...']

Python Tensorflow Keras tensorflow2.0 tf.keras

How to check if keras tensorflow backend is GPU or CPU version?

Tensorflow Keras

Keras Text Preprocessing - Saving Tokenizer object to file for scoring

Machine Learning Neural Network Nlp Deep Learning Keras

How to find Number of parameters of a keras model?

Deep Learning Keras

TensorFlow: Blas GEMM launch failed

Python Tensorflow Keras Blas

what is the default kernel_initializer in keras

Neural Network Keras

Keras ValueError: Input 0 is incompatible with layer conv2d_1: expected ndim=4, found ndim=5

Python Tensorflow Deep Learning Keras Conv Neural-Network

What's the difference between a Tensorflow Keras Model and Estimator?

Tensorflow Keras Tensorflow Estimator

tf.data with multiple inputs / outputs in Keras

Tensorflow Keras Tensorflow Datasets

How to use return_sequences option and TimeDistributed layer in Keras?

Deep Learning Keras Lstm Recurrent Neural-Network

ImportError: Failed to import pydot. You must install pydot and graphviz for `pydotprint` to work

Keras Graphviz Importerror Pydot

Keras accuracy does not change

Python Audio Machine Learning Theano Keras

How to log Keras loss output to a file

Python Logging Machine Learning Neural Network Keras

How do I create a variable-length input LSTM in Keras?

Python 3.x Keras Lstm Recurrent Neural-Network Variable Length

Show progress bar for each epoch during batchwise training in Keras

Python Machine Learning Keras

What do I need K.clear_session() and del model for (Keras with Tensorflow-gpu)?

Python Tensorflow Memory Management Keras

How to switch Backend with Keras (from TensorFlow to Theano)

Backend Theano Keras

Meaning of validation_steps in Keras Sequential fit_generator parameter list

Parameters Keras Generator Data Fitting

How to Properly Combine TensorFlow's Dataset API and Keras?

Tensorflow Keras

How to calculate precision and recall in Keras

Python Precision Keras Precision Recall

Tensorflow Data Adapter Error: ValueError: Failed to find data adapter that can handle input

Python Tensorflow Keras Lstm

Why does prediction needs batch size in Keras?

Neural Network Classification Keras

What is the difference between Keras' MaxPooling1D and GlobalMaxPooling1D functions?

Keras Max Pooling

Custom loss function in Keras

Python Tensorflow Keras Deep Learning Computer Vision

How to fix "AttributeError: module 'tensorflow' has no attribute 'get_default_graph'"?

Python Tensorflow Keras Keras Layer tf.keras

How do you create a custom activation function with Keras?

Python Keras Keras Layer

preprocess_input() method in keras

Error when checking target: expected dense_3 to have shape (3,) but got array with shape (1,)

Python Python 3.x Tensorflow Keras

What is the difference between CuDNNLSTM and LSTM in Keras?

Tensorflow Keras Lstm

Keras Conv2D and input channels

How to predict input image using trained model in Keras?

Python Machine Learning Keras Computer Vision

Keras: How to save model and continue training?

"Could not interpret optimizer identifier" error in Keras

Python Python 3.x Tensorflow Keras

What does the standard Keras model output mean? What is epoch and loss in Keras?

Python Machine Learning Neural Network Keras Data Science

Reset weights in Keras layer

Python Tensorflow Machine Learning Keras Keras Layer

Difference between Keras model.save() and model.save_weights()?

Machine Learning Tensorflow Neural Network Keras

When does keras reset an LSTM state?

Keras Lstm Keras Layer

Saving best model in keras

Python Keras Deep Learning Neural Network