keras/mnist_mlp.py at master · keras-team/keras · GitHubDismiss Join GitHub today GitHub is home to over 50 million developers working together to host and review code, manage projects, and build software together. Sign up
fit_generator converges slower and tensorboard's OOM problem · Issue #4797 · keras-team/keras
problem 1: i changed my code from fit to fit_generator, however, i found it converged slower than using fit. Using fit it converges at 5th epoch, however, it doesn't converge even at 10th epoch when i change to fit_generator. Moreover, when validation_data also uses fit_generator, the performance becomes much worse. Is my generator function has errors? def batch_iter(x, y, batch_size): """ Generat
Precision, Recall and f1 score for multiclass classification · Issue #6507 · keras-team/keras
Hi! Keras: 2.0.4 I recently spent some time trying to build metrics for multi-class classification outputting a per class precision, recall and f1 score. I want to have a metric that's correctly aggregating the values out of the different batches and gives me a result on the global training process with a per class granularity. The way I understand it is currently working is by calling the functio
keras/README.md at master · keras-team/keras · GitHub
Keras examples directory Vision models examples mnist_mlp.py Trains a simple deep multi-layer perceptron on the MNIST dataset. mnist_cnn.py Trains a simple convnet on the MNIST dataset. cifar10_cnn.py Trains a simple deep CNN on the CIFAR10 small images dataset. cifar10_cnn_capsule.py Trains a simple CNN-Capsule Network on the CIFAR10 small images dataset. cifar10_resnet.py Trains a ResNet on the
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Memory leak during model.fit() · Issue #5935 · keras-team/keras
How to obtain the gradient of each parameter in the last epoch of training · Issue #2226 · keras-team/keras
How to add Attention on top of a Recurrent Layer (Text Classification) · Issue #4962 · keras-team/keras
OOM on GPU with Tensorboard enabled #4797 (problem2) by Vladimir-Yashin · Pull Request #4834 · keras-team/keras
using pre trained VGG16 for another classification task · Issue #4465 · keras-team/keras
keras/imdb_cnn.py at master · keras-team/keras · GitHub
How does Masking work? · Issue #3086 · keras-team/keras
get wrong result when using sparse_categorical_crossentropy in custom loss function · Issue #6330 · keras-team/keras
Variable-size image to convolutional layer · Issue #1920 · keras-team/keras
TypeError: fit() got an unexpected keyword argument 'show_accuracy' ---- Graph().fit · Issue #2096 · keras-team/keras
save keras model as .pb tensorflow model · Issue #6212 · keras-team/keras
The loss function can not contain the output of intermediate layers ? · Issue #5563 · keras-team/keras
Add example to compare RELU with SELU by zafarali · Pull Request #6990 · keras-team/keras
Tensorflow backend - bug in model._make_predict_function(...) · Issue #2397 · keras-team/keras
keras/lstm_text_generation.py at master · keras-team/keras · GitHub
How to implement a conv layer with different filter sizes (Zhang & Wallace 2015) ? · Issue #6547 · keras-team/keras
