Tag: tensorflow

138 The cross-entropy error function in neural networks 2015-12-10T06:22:48.927

58 Neural networks: which cost function to use? 2016-01-19T11:48:29.337

39 Multi GPU in Keras 2017-10-18T20:30:52.027

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

35 Intuitive explanation of Noise Contrastive Estimation (NCE) loss? 2016-08-05T03:36:04.553

28 What is the meaning of "The number of units in the LSTM cell"? 2016-07-24T10:17:35.023

27 Neural Network for Multiple Output Regression 2017-02-10T23:17:41.920

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

26 What is the benefit of splitting tfrecord file into shards? 2017-01-14T08:59:36.870

26 PyTorch vs. Tensorflow Fold 2017-02-08T10:26:16.887

26 Keras vs. tf.keras 2019-03-21T20:20:04.660

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

25 What is weight and bias in deep learning? 2017-05-20T21:40:08.787

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

22 Keyword/phrase extraction from Text using Deep Learning libraries 2016-02-03T10:56:51.447

22 How to use LeakyRelu as activation function in sequence DNN in keras?When it perfoms better than Relu? 2018-10-02T04:06:47.510

22 How to disable GPU with TensorFlow? 2019-09-07T21:14:44.560

21 How to get sentence embedding using BERT? 2019-11-04T15:22:32.240

20 How to add non-image features along side images as the input of CNNs 2018-05-08T12:13:16.647

19 How to calculate the mini-batch memory impact when training deep learning models? 2016-07-07T13:51:42.563

16 What more does TensorFlow offer to keras? 2018-09-16T22:50:43.367

15 PyTorch vs. Tensorflow eager 2017-11-07T17:12:14.060

15 Custom loss function with additional parameter in Keras 2017-11-22T22:24:28.950

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

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

14 What is the relationship between the accuracy and the loss in deep learning? 2018-12-14T09:08:14.053

13 Tensorflow Adjusting Cost Function for Imbalanced Data 2016-07-20T18:39:53.130

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

13 Why does Keras need TensorFlow as backend? 2020-01-02T15:31:29.940

12 Tensorflow neural network TypeError: Fetch argument has invalid type 2016-10-09T13:23:56.780

12 How to do batch inner product in Tensorflow? 2016-11-10T06:38:44.397

12 Train on batches in Tensorflow 2016-11-23T16:23:03.733

12 What is one hot encoding in tensorflow? 2018-04-12T09:42:32.367

12 K-fold cross validation when using fit_generator and flow_from_directory() in Keras 2018-08-16T08:59:28.223

12 How does tensor product/multiplication work in TensorFlow? 2018-09-15T21:12:11.790

12 How to make my Neural Netwok run on GPU instead of CPU 2018-12-02T00:37:45.513

11 Why TensorFlow can't fit simple linear model if I am minimizing absolute mean error instead of the mean squared error? 2016-11-17T13:10:22.037

11 Why is learning rate causing my neural network's weights to skyrocket? 2016-12-27T22:50:17.103

11 Clustering high dimensional data 2017-01-25T17:55:49.477

11 How to calculate the output shape of conv2d_transpose? 2018-01-09T19:14:18.727

11 Trying to use TensorFlow to predict financial time series data 2018-01-22T09:58:22.547

11 Optimizer for Convolutional neural network 2018-09-16T11:29:15.780

10 What is a tower? 2017-01-17T09:25:54.793

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

10 Where to find list of Tensorflow pretrained models available in download.tensorflow.org/models 2018-02-16T22:53:08.977

10 Does Tensorflow support a Decision Tree Classifier? 2018-02-20T11:43:18.410

10 What are the consequences of not freezing layers in transfer learning? 2018-04-23T05:25:07.953

10 NN embedding layer 2018-05-31T15:30:55.910

10 Why does my Keras model learn to recognize the background? 2018-10-03T15:06:58.117

10 How to create custom Activation functions in Keras / TensorFlow? 2019-09-09T07:34:52.487

10 What does from_logits=True do in SparseCategoricalcrossEntropy loss function? 2020-04-27T16:08:00.423

9 Switching Keras backend Tensorflow to GPU 2016-08-30T11:32:46.447

9 Machine Learning: Writing Poems 2016-12-16T01:43:54.107

9 Tensorflow regression model giving same prediction every time 2017-08-04T11:22:50.340

9 Difference between RMSProp with momentum and Adam Optimizers 2018-01-18T15:21:12.467

9 How can I find out what class each of the columns in the probabilities output correspond to using Keras for a multi-class classification problem? 2018-03-02T20:42:12.360

9 Difference between indicator column and categorical identity column in tensorflow 2018-04-03T16:58:45.107

9 Should use sklearn or tensorflow for neural networks? 2018-08-12T20:59:07.493

9 Train a GAN on "before and after" images of dental surgeries 2020-03-21T05:21:58.910

8 How to use lists in Tensorflow? 2016-11-11T08:28:32.077

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

8 When to use Dense, Conv1/2D, Dropout, Flatten, and all the other layers? 2019-01-16T22:27:53.040

8 In CNN, why do we increase the number of filters in deeper Convolution layers for complex images? 2019-07-12T06:52:03.110

7 Neural network with flexible number of inputs? 2016-10-20T18:46:47.740

7 Convolutional autoencoders not learning 2016-11-23T10:22:55.987

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

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

7 Any pytorch tools to monitor neural network's training? 2017-10-13T12:08:49.437

7 TypeError: Expected binary or unicode string, got [ 2018-02-19T15:25:18.180

7 Which convolution should I use? Conv2d or Conv1d 2018-05-31T14:00:36.890

7 Data augmentation when using flow_from_directory in CNN 2018-09-06T14:12:12.580

7 Dealing with extreme values in softmax cross entropy? 2018-09-17T05:22:23.290

7 Memory error when using more layers in CNN model 2018-10-01T07:53:16.003

7 Deep network not able to learn imbalanced data beyond the dominant class 2019-02-01T00:02:15.120

7 Tensorflow - logistic regression -oneHot Encoder - Transformed array of different size for both train and test 2019-08-23T14:11:22.873

6 Implement MLP in tensorflow 2016-01-29T03:10:22.990

6 Stuck on deconvolution in Theano and TensorFlow 2016-02-09T19:43:01.207

6 Possible to use different learning rate for different neuron in Keras/Tensorflow? 2016-12-22T00:44:50.120

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

6 Keras CNN with low/constant accuracies 2017-02-21T06:25:41.010

6 Binary classification of similar images with small region of interest 2017-03-16T16:02:18.020

6 What is the best hardware/GPU for deep learning? 2017-04-27T04:49:28.193

6 Binary Classifier making only one prediction 2017-06-23T09:52:04.020

6 How to pass features extracted using CNN into RNN? 2017-07-11T06:31:51.767

6 How does Tensorflow compute gradients of reduce_min operation? 2017-08-01T09:22:53.650

6 AUC computation on multilabel classification 2017-08-22T12:52:51.643

6 Value Error: Operands could not be broadcast together with shapes - LSTM 2017-08-22T19:48:52.230

6 The model of LSTM with more than one unit 2017-11-19T03:08:02.867

6 Keras Loss Function for Multidimensional Regression Problem 2018-04-19T19:37:05.040

6 Why choose TensorFlow? 2018-04-28T08:58:22.020

6 How to improve accuracy of deep neural networks 2018-05-05T10:38:48.163

6 What is the difference between a Categorical Column and a Dense Column? 2018-07-21T09:27:35.193

6 What does SpatialDropout1D() do to output of Embedding() in Keras? 2018-09-20T03:55:58.750

6 Why is my Keras model not learning image segmentation? 2018-10-30T12:06:54.817

6 How to change the names of the layers of deep learning in Keras? 2018-11-07T20:45:00.227

6 What are the possible ways to detect skin while classifying diseases? 2019-04-16T04:12:17.537

6 Weighted Binary Cross Entropy Loss -- Keras Implementation 2019-09-05T14:27:44.380

6 Keras - Implementation of custom loss function with multiple outputs 2019-11-19T17:42:52.047

6 Transformer model: Why are word embeddings scaled before adding positional encodings? 2021-01-13T10:10:24.257