User Hendrik

266 votes

10 answers

437k views

How to set class weights for imbalanced classes in Keras?

asked Aug 17, 2016 at 9:35

202 votes

18 answers

430k views

Train/Test/Validation Set Splitting in Sklearn

asked Nov 15, 2016 at 14:55

77 votes

10 answers

200k views

How to clone Python working environment on another machine?

asked Oct 26, 2017 at 12:36

69 votes

5 answers

79k views

Why mini batch size is better than one single "batch" with all training data?

asked Feb 7, 2017 at 12:40

25 votes

9 answers

67k views

How can I get prediction for only one instance in Keras?

asked Aug 16, 2016 at 14:38

22 votes

1 answer

20k views

Difference of Activation Functions in Neural Networks in general

asked Oct 4, 2016 at 11:05

16 votes

1 answer

35k views

How to define a custom performance metric in Keras?

asked Aug 30, 2016 at 8:52

15 votes

1 answer

19k views

What is a 1D Convolutional Layer in Deep Learning?

asked Feb 28, 2017 at 8:12

14 votes

2 answers

15k views

How to implement "one-to-many" and "many-to-many" sequence prediction in Keras?

asked Jan 8, 2018 at 8:55

12 votes

2 answers

9k views

Neural Networks - Loss and Accuracy correlation

asked Aug 25, 2016 at 13:20

11 votes

1 answer

13k views

What is the significance of model merging in Keras?

asked Aug 15, 2016 at 9:23

10 votes

3 answers

62k views

Switching Keras backend Tensorflow to GPU

asked Aug 30, 2016 at 11:32

7 votes

1 answer

9k views

How to user Keras's Embedding Layer properly?

asked Mar 13, 2017 at 14:07

7 votes

1 answer

5k views

Regularization practice with ANNs

asked Nov 17, 2016 at 10:58

6 votes

5 answers

906 views

What is Reinforcement Learning?

asked Oct 4, 2016 at 8:50

6 votes

1 answer

192 views

How to compute document similarities in case of source codes?

asked Feb 21, 2018 at 9:09

6 votes

1 answer

2k views

Which Amazon EC2 instance for Deep Learning tasks?

asked Mar 13, 2017 at 10:02

6 votes

2 answers

28k views

Keras - no prediction probability for multiple output models?

asked Dec 20, 2017 at 10:05

5 votes

3 answers

21k views

How to get spike values from a value sequence?

asked Jan 25, 2018 at 11:09

5 votes

4 answers

3k views

What is the state-of-the art ANN architecture for MNIST?

asked Jan 30, 2018 at 10:56

5 votes

1 answer

7k views

Neural Network data type conversion - float from int?

asked Aug 24, 2016 at 11:24

4 votes

5 answers

145k views

How to replace NA values with another value in factors in R? [closed]

asked Sep 29, 2016 at 10:07

4 votes

4 answers

285 views

Guiding principle of Neural Network structure building

asked Aug 16, 2016 at 8:09

4 votes

1 answer

2k views

Lack of activation function in output layer at regression?

asked Aug 26, 2016 at 15:29

4 votes

2 answers

2k views

What is the best approach for specified optical character recognition?

asked Mar 23, 2017 at 8:53

4 votes

1 answer

1k views

Grid seach is unavailable for Keras in case of multiple outputs?

asked Dec 19, 2017 at 9:37

4 votes

3 answers

1k views

How to Deploy a Scikit-learn Model into the Cloud?

asked Aug 18, 2017 at 13:54

3 votes

1 answer

111 views

What is the efficiency difference between different cost functions in case of neural networks?

asked Aug 25, 2017 at 11:45

3 votes

2 answers

1k views

Different available packages in TensorFlow virtualenv?

asked Mar 2, 2017 at 14:42

3 votes

1 answer

249 views

High Level Understanding of Neural Machine Translation

asked Feb 27, 2017 at 14:54

Stack Exchange Network

55 Questions

How to set class weights for imbalanced classes in Keras?

Train/Test/Validation Set Splitting in Sklearn

How to clone Python working environment on another machine?

Why mini batch size is better than one single "batch" with all training data?

How can I get prediction for only one instance in Keras?

Difference of Activation Functions in Neural Networks in general

How to define a custom performance metric in Keras?

What is a 1D Convolutional Layer in Deep Learning?

How to implement "one-to-many" and "many-to-many" sequence prediction in Keras?

Neural Networks - Loss and Accuracy correlation

What is the significance of model merging in Keras?

Switching Keras backend Tensorflow to GPU

How to user Keras's Embedding Layer properly?

Regularization practice with ANNs

What is Reinforcement Learning?

How to compute document similarities in case of source codes?

Which Amazon EC2 instance for Deep Learning tasks?

Keras - no prediction probability for multiple output models?

How to get spike values from a value sequence?

What is the state-of-the art ANN architecture for MNIST?

Neural Network data type conversion - float from int?

How to replace NA values with another value in factors in R? [closed]

Guiding principle of Neural Network structure building

Lack of activation function in output layer at regression?

What is the best approach for specified optical character recognition?

Grid seach is unavailable for Keras in case of multiple outputs?

How to Deploy a Scikit-learn Model into the Cloud?

What is the efficiency difference between different cost functions in case of neural networks?

Different available packages in TensorFlow virtualenv?

High Level Understanding of Neural Machine Translation