Tag: keras

45 How to set class weights for imbalanced classes in Keras? 2016-08-17T09:35:45.110

23 The difference between `Dense` and `TimeDistributedDense` of `Keras` 2016-03-22T20:04:23.467

15 Choosing between TensorFlow or Theano as backend for Keras 2015-12-07T16:42:04.107

15 What is the best Keras model for multi-class classification? 2016-02-01T15:18:33.907

14 Hyperparameter search for LSTM-RNN using Keras (Python) 2016-01-17T18:26:54.320

12 RNN's with multiple features 2017-02-16T19:35:30.860

11 How does Keras calculate accuracy? 2016-10-07T08:10:51.287

9 An Artificial Neuron Network (ANN) with an arbitrary number of inputs and outputs 2017-07-17T09:24:28.500

9 Training an RNN with examples of different lengths in Keras 2018-01-06T23:41:20.297

8 Reshaping of data for deep learning using Keras 2016-05-12T13:41:11.543

8 Can overfitting occur even with validation loss still dropping? 2016-11-20T13:43:19.647

8 Using TensorFlow with Intel GPU 2017-03-14T17:42:18.763

8 Multi GPU in keras 2017-10-18T20:30:52.027

7 Does batch_size in Keras have any effects in results' quality? 2016-07-01T11:54:14.957

7 What is/are the default filters used by Keras Convolution2d()? 2017-01-23T08:07:38.737

7 How to deal with string labels in multi-class classification with keras? 2017-03-11T13:42:10.793

7 Detecting anomalies with neural network 2017-05-31T15:07:40.167

7 Why is training take so long on my GPU? 2018-01-02T10:58:46.863

6 Properties for building a Multilayer Perceptron Neural Network using Keras? 2015-12-24T00:54:52.500

6 Image Captioning in Keras 2016-02-24T04:17:12.343

6 LSTM neural network for music generation 2016-03-04T16:49:25.550

6 Choice of objective function for log transformed data for feedforward NN 2016-05-13T14:22:56.333

6 What is the significance of model merging in Keras? 2016-08-15T09:23:10.203

6 Validation loss and accuracy remains constant 2016-08-23T06:19:59.023

6 CNN for phoneme recognition 2017-04-29T01:58:47.287

6 Unordered Input 2017-06-01T09:10:50.823

5 border_mode for convolutional layers in keras 2016-05-19T07:54:30.420

5 What does Theano dimension ordering mean? 2016-10-12T07:25:55.760

5 How to deal with large training data? 2016-11-28T05:47:53.123

5 Multi scale CNN Network Python 2017-01-14T16:07:25.703

5 Optimizing CNN network 2017-03-16T02:52:28.617

5 R, keras: How to get output of a hidden layer? 2017-05-04T18:53:44.157

5 How to check for dead relu neurons 2017-05-07T10:53:26.297

5 Make Keras run on multi-machine multi-core cpu system 2017-08-08T09:02:12.083

5 Strange patterns from GAN 2017-09-25T14:23:45.510

5 Keras autoencoder not converging 2017-10-13T00:02:32.203

5 Does keras categorical_cross_entropy loss take incorrect classification into account 2017-12-22T07:40:41.697

5 Merging two different models in Keras 2017-12-29T08:12:48.523

4 Regression in Keras 2016-08-10T09:52:04.133

4 How to define a custom performance metric in Keras? 2016-08-30T08:52:40.127

4 How to get predictions with predict_generator on streaming test data in Keras? 2016-09-07T15:14:56.833

4 Is time series multi-step ahead forecasting a sequence to sequence problem? 2016-12-05T12:56:09.450

4 Keras create custom network with certain unconnected neurons 2017-01-12T19:35:44.177

4 feature extraction for a pretrained model in keras 2017-01-22T09:43:56.553

4 From regression neural network to generative one 2017-02-03T11:06:01.103

4 Training a CNN with limited weight sharing 2017-03-01T16:30:20.760

4 How to user Keras's Embedding Layer properly? 2017-03-13T14:07:24.480

4 Custom weight initialization in Keras 2017-05-17T04:33:17.987

4 Prepending Input layer to pre-trained model 2017-07-22T03:16:08.207

4 Keras -- Transfer learning -- changing Input tensor shape 2017-07-27T03:20:21.703

4 Keras input dimension bug? 2017-08-01T16:54:59.527

4 N-grams in NLP deep learning 2017-09-13T11:55:20.247

4 Keras Multiple “Softmax” in last layer possible? 2017-10-08T15:09:04.187

4 What is the purpose of untrainable weights in Keras 2017-12-15T01:08:13.223

4 Binary classification toy problem 2018-01-04T11:03:41.687

4 How the embedding layer is trained in Keras Embedding layer 2018-01-25T09:33:23.283

4 Multi task learning in Keras 2018-02-05T19:56:47.897

4 Neural networks - Find most similar images 2018-02-14T12:33:18.393

3 Solving multi label image classification using TimeDistributed dense layer 2016-04-28T07:27:26.020

3 Recurrent neural network multiple types of input Keras 2016-08-04T15:48:51.653

3 How can I get prediction for only one instance in Keras? 2016-08-16T14:38:24.193

3 How do i pass data into keras? 2016-11-13T12:38:12.973

3 Sequence forecasting in keras not possible for variable-length sequence forecasts 2016-12-12T10:38:34.430

3 possible to use different learning rate for different neuron in keras/tensorflow? 2016-12-22T00:44:50.120

3 Multiple output classes in keras 2017-01-08T11:14:38.313

3 Is Keras useful for professionals? 2017-01-25T16:24:44.737

3 Keras: X and Y are the same, yet validation accuracy is 50%, what is wrong? 2017-02-01T22:34:49.137

3 keras CNN with low and constant accuracies 2017-02-21T06:25:41.010

3 Keras objective function shared between outputs 2017-02-23T03:00:57.410

3 Problem designing CNN network 2017-03-08T01:23:09.807

3 ReLU vs sigmoid in mnist example 2017-04-29T00:38:12.613

3 Efficient way to optimise hyper parameter for network with multiple inputs? 2017-04-30T13:14:48.587

3 Why CNN doesn't give higher accuracy over simple MLP network? [From Keras examples] 2017-05-17T04:56:08.497

3 Is it always possible for validation accuracy to be as high as training accuracy? 2017-06-05T14:26:11.303

3 How to determine if a neural-network has a static computation graph? 2017-06-13T12:15:10.897

3 MOOC or book on Deep Learning in Python for someone with a basic knowledge of neural networks 2017-07-02T12:19:20.067

3 Keras: visualizing the output of an intermediate layer 2017-07-17T00:54:22.920

3 Do I Need Pretrained Weights For Keras VGG16? 2017-07-29T00:07:40.637

3 How to use Embedding() with 3D tensor in Keras? 2017-08-11T11:20:38.073

3 Multiple output for multi step ahead prediction using LSTM with eras 2017-11-24T08:52:04.300

3 What are the pros and cons of Keras and Tflearn? 2017-12-02T10:46:23.000

3 Is there a way to set a different activation function for each hidden unit in one layer in keras? 2017-12-23T17:08:59.973

3 How to implement "one-to-many" and "many-to-many" sequence prediction in Keras? 2018-01-08T08:55:19.083

3 Multilabel image classification: is it necessary to have traning data for each combination of labels? 2018-01-21T13:03:26.267

3 How to train data by batch from disk? 2018-02-01T21:26:28.643

3 Sementic segmentation data and model compile in Keras 2018-02-11T17:45:40.577

3 How to build a recurrent neural net in Keras where each input goes through a layer first? 2018-02-15T18:16:11.770

3 Watermark detection in Python 2018-03-01T17:21:15.977

2 Image Captioning example in keras Approach? 2016-04-13T06:57:10.043

2 Principle behind seq2seq model's example in keras? 2016-08-15T09:23:25.137

2 Earlystopping in multi-output deep learning 2016-09-13T17:37:39.583

2 Time series prediction without sliding window 2016-09-18T11:14:27.453

2 Regularization practice with ANNs 2016-11-17T10:58:19.760

2 Test accuracy of neural net is going up and down 2016-12-31T02:22:25.740

2 Recurrent Neural Network on Panel Data 2017-01-08T04:04:39.287

2 Kur vs Keras - pros and cons 2017-01-19T06:58:18.047

2 Keras: How to normalize dataframe with continuous and categorical data? 2017-02-01T23:49:46.850

2 Multi-class neural net always predicting 1 class after optimization 2017-02-08T19:35:54.180

2 Multi-class text classification with LSTM in Keras 2017-02-14T03:24:29.140