106 Best python library for neural networks 2014-07-07T19:17:04.973

95 What are deconvolutional layers? 2015-06-13T09:56:45.397

68 Choosing a learning rate 2014-06-16T18:08:38.623

59 What is the "dying ReLU" problem in neural networks? 2015-05-07T04:11:56.600

38 How to fight underfitting in a deep neural net 2014-07-13T09:04:39.703

35 When to use GRU over LSTM? 2016-10-17T11:47:45.340

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

32 How are 1x1 convolutions the same as a fully connected layer? 2016-07-17T13:23:22.600

30 RNN vs CNN at a high level 2016-05-06T14:36:20.190

29 Backprop Through Max-Pooling Layers? 2016-05-12T08:38:12.740

27 How to prepare/augment images for neural network? 2015-02-24T11:59:36.033

24 When to use (He or Glorot) normal initialization over uniform init? And what are its effects with Batch Normalization? 2016-07-28T17:12:29.933

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

21 Why are NLP and Machine Learning communities interested in deep learning? 2014-10-11T10:24:01.393

21 How do you visualize neural network architectures? 2016-07-18T17:08:17.237

20 Word2Vec for Named Entity Recognition 2014-06-19T19:29:57.797

20 Neural Network parse string data? 2014-07-30T16:27:45.177

20 Adding Features To Time Series Model LSTM 2017-02-21T22:17:40.000

16 Choosing between CPU and GPU for training a neural network 2017-05-25T23:48:26.343

15 How do subsequent convolution layers work? 2015-12-02T21:53:17.183

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 How to choose the features for a neural network? 2014-07-10T10:07:13.523

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

14 How to draw Deep learning network architecture diagrams? 2016-11-03T03:10:24.893

13 Bagging vs Dropout in Deep Neural Networks 2015-11-16T14:41:08.553

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

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

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

11 Guidelines for selecting an optimizer for training neural networks 2016-03-04T09:32:17.287

11 How are deep-learning NNs different now (2016) from the ones I studied just 4 years ago (2012)? 2016-10-04T13:13:15.930

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

11 Why should the data be shuffled for machine learning tasks 2017-11-09T07:42:15.517

10 Neural net for server monitoring 2014-09-10T14:50:13.720

10 How to scale an array of signed integers to range from 0 to 1? 2015-05-24T02:11:36.640

10 Extra output layer in a neural network 2015-07-31T00:25:36.347

10 Transforming AutoEncoders 2015-10-30T15:59:38.850

10 (Why) do activation functions have to be monotonic? 2015-12-06T11:41:30.750

10 What is the difference between LeakyReLU and PReLU? 2017-04-25T11:58:13.553

9 Debugging Neural Networks 2014-06-11T18:22:36.267

9 Gas consumption outliers detection - Neural network project. Bad results 2014-06-18T23:02:54.200

9 Visualizing deep neural network training 2014-12-10T10:15:00.940

9 Text-Classification-Problem: Is Word2Vec/NN the best approach? 2015-11-04T07:34:21.203

9 Best Julia library for neural networks 2015-11-19T06:04:53.053

9 Difference of Activation Functions in Neural Networks in general 2016-10-04T11:05:24.647

9 Difference between "equivariant to translation" and "invariant to translation" 2017-01-04T08:41:15.700

9 Recurrent (CNN) model on EEG data 2017-02-23T11:15:41.380

9 How to know the model has started overfitting? 2017-05-22T21:00:19.033

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

9 So what's the catch with LSTM? 2018-02-02T15:45:12.373

8 Foreign exchange market forecasting with neural networks 2014-07-02T14:40:55.413

8 How do I calculate the delta term of a Convolutional Layer, given the delta terms and weights of the previous Convolutional Layer? 2015-06-02T20:16:43.627

8 How do AI's learn to act when the problem space is too big 2015-12-11T23:43:50.733

8 Document classification using convolutional neural network 2016-04-11T09:10:18.440

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

8 Using Neural Networks to extract multiple parameters from images 2016-06-13T07:42:57.850

8 Back-propagation through max polling layers 2016-08-21T09:44:54.333

8 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

8 How to add a new category to a deep learning model? 2016-12-10T01:43:09.343

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

8 Why do convolutional neural networks work? 2016-12-23T12:43:47.203

8 How does a convolutional ply differ from an ordinary convolutional network? 2017-02-17T12:30:03.880

8 What is Ground Truth 2017-03-24T12:09:14.510

8 Deep Neural Network - Backpropogation with ReLU 2017-05-28T09:06:20.633

8 What is the feature matrix in word2vec? 2017-06-21T07:00:51.717

8 Convolutional neural network overfitting. Dropout not helping 2017-08-22T23:52:26.863

8 Why are autoencoders for dimension reduction symmetrical? 2017-10-13T05:25:23.793

7 Multi layer back propagation Neural network for classification 2014-05-22T13:36:24.120

7 Any differences in regularisation in MLP between batch and individual updates? 2014-06-26T22:58:32.380

7 Forecasting Foreign Exchange with Neural Network - Lag in Prediction 2014-08-29T06:00:53.420

7 Modelling Unevenly Spaced Time Series 2014-11-03T16:51:47.467

7 How flexible is the link between objective function and output layer activation function? 2015-07-08T20:04:16.703

7 LSTM or other RNN package for R 2015-08-31T20:58:15.070

7 Are there studies which examine dropout vs other regularizations? 2015-12-03T21:30:57.907

7 Pylearn2 vs TensorFlow 2015-12-04T14:24:09.310

7 Troubleshooting Neural Network Implementation 2015-12-07T01:34:51.480

7 Should I take random elements for mini-batch gradient descent? 2016-02-11T16:35:19.590

7 Understanding Reinforcement Learning with Neural Net (Q-learning) 2016-02-18T10:11:23.997

7 Neural Networks: How to prepare real world data to detect low probability events? 2016-03-16T01:03:29.313

7 HOW TO: Deep Neural Network weight initialization 2016-03-28T12:17:51.047

7 Neural Networks : Can I use both sigmoid and tanh as activation functions? 2016-04-01T14:04:33.847

7 Choosing regularization method in neural networks 2016-05-25T05:08:13.180

7 Why does "Depth = Semantic representation" in convolutional neural networks? 2016-09-08T23:14:59.327

7 Why convolute if Max Pooling is just going to downsample the image anyway? 2016-09-21T07:55:38.103

7 Questions When Advancing from Vanilla Neural Network to Recurrent Neural Network 2016-12-25T15:55:26.067

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

7 Forget Layer in a Recurrent Neural Network (RNN) - 2017-05-25T08:51:13.597

7 Why doesn't overfitting devastate neural networks for MNIST classification? 2017-06-21T10:11:25.860

7 Are there free cloud services to train machine learning models? 2017-11-03T12:41:54.203

7 Why is ReLU used as an activation function? 2018-01-10T13:07:47.997

7 Is there a thumb-rule for designing neural-networks? 2018-02-12T11:29:41.277

6 Where to start on neural networks 2014-10-12T11:23:26.493

6 Convolutional neural network for sparse one-hot representation 2015-05-18T11:50:35.383

6 Understanding dropout and gradient descent 2015-08-27T19:36:53.297

6 Why does applying PCA on targets causes underfitting? 2015-09-14T08:01:06.213

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

6 How to teach neural network a policy for a board game using reinforcement learning? 2016-01-05T13:28:18.940

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

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