User n1k31t4

83 votes

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What does Logits in machine learning mean?

answered Apr 30, 2018 at 16:06

38 votes

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Why does adding a dropout layer improve deep/machine learning performance, given that dropout suppresses some neurons from the model?

answered Aug 16, 2018 at 12:39

26 votes

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How to use LeakyRelu as activation function in sequence DNN in keras?When it perfoms better than Relu?

answered Oct 2, 2018 at 5:21

25 votes

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When should one use L1, L2 regularization instead of dropout layer, given that both serve same purpose of reducing overfitting?

answered Aug 23, 2018 at 20:19

25 votes

Is it always better to use the whole dataset to train the final model?

answered Jun 12, 2018 at 11:19

21 votes

What is the difference between Gradient Descent and Stochastic Gradient Descent?

answered Aug 4, 2018 at 9:32

16 votes

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Multi-dimentional and multivariate Time-Series forecast (RNN/LSTM) Keras

answered Feb 7, 2018 at 17:08

15 votes

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Cutting numbers into fixed buckets

answered Feb 5, 2019 at 21:13

14 votes

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Activation function between LSTM layers

answered Jan 16, 2020 at 20:07

13 votes

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What do Python's pandas/matplotlib/seaborn bring to the table that Tableau does not?

answered Mar 29, 2020 at 13:46

13 votes

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How to make my Neural Netwok run on GPU instead of CPU

answered Dec 2, 2018 at 2:54

12 votes

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Is a large number of epochs good or bad idea in CNN

answered Mar 2, 2019 at 13:55

12 votes

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Keras LSTM with 1D time series

answered Feb 6, 2018 at 17:34

12 votes

How can I perform stratified sampling for multi-label multi-class classification?

answered Jun 13, 2018 at 11:52

12 votes

What does the output of model.predict function from Keras mean?

answered Jul 31, 2018 at 8:39

12 votes

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How to replace NaN values for image data?

answered May 4, 2019 at 15:44

11 votes

How to change the names of the layers of deep learning in Keras?

answered Nov 7, 2018 at 23:21

10 votes

How to store strings in CSV with new line characters?

answered Jul 22, 2018 at 16:53

10 votes

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Why would one crossvalidate the random state number?

answered May 4, 2019 at 19:18

9 votes

scikit-learn n_jobs parameter on CPU usage & memory

answered Jul 13, 2018 at 13:43

9 votes

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Stratify on regression

answered Jun 14, 2018 at 12:09

9 votes

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How to train data by batch from disk?

answered Feb 1, 2018 at 23:11

9 votes

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What is parts of speech technique in sentiment analysis?

answered Sep 10, 2018 at 8:05

8 votes

How to Predict the future values of time horizon with Keras?

answered Apr 26, 2018 at 22:56

8 votes

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GAN vs DCGAN difference

answered Jun 5, 2018 at 13:13

8 votes

Training with multi-series of different length with stateful LSTM

answered Jul 5, 2018 at 12:25

7 votes

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The Bias-Variance Trade-Off

answered Jul 5, 2018 at 11:44

7 votes

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How to choose the random seed?

answered Jul 22, 2018 at 15:33

7 votes

Why choose TensorFlow?

answered Apr 28, 2018 at 12:52

7 votes

Dropout on which layers of LSTM?

answered Sep 13, 2018 at 13:20

Stack Exchange Network

436 Answers

What does Logits in machine learning mean?

Why does adding a dropout layer improve deep/machine learning performance, given that dropout suppresses some neurons from the model?

How to use LeakyRelu as activation function in sequence DNN in keras?When it perfoms better than Relu?

When should one use L1, L2 regularization instead of dropout layer, given that both serve same purpose of reducing overfitting?

Is it always better to use the whole dataset to train the final model?

What is the difference between Gradient Descent and Stochastic Gradient Descent?

Multi-dimentional and multivariate Time-Series forecast (RNN/LSTM) Keras

Cutting numbers into fixed buckets

Activation function between LSTM layers

What do Python's pandas/matplotlib/seaborn bring to the table that Tableau does not?

How to make my Neural Netwok run on GPU instead of CPU

Is a large number of epochs good or bad idea in CNN

Keras LSTM with 1D time series

How can I perform stratified sampling for multi-label multi-class classification?

What does the output of model.predict function from Keras mean?

How to replace NaN values for image data?

How to change the names of the layers of deep learning in Keras?

How to store strings in CSV with new line characters?

Why would one crossvalidate the random state number?

scikit-learn n_jobs parameter on CPU usage & memory

Stratify on regression

How to train data by batch from disk?

What is parts of speech technique in sentiment analysis?

How to Predict the future values of time horizon with Keras?

GAN vs DCGAN difference

Training with multi-series of different length with stateful LSTM

The Bias-Variance Trade-Off

How to choose the random seed?

Why choose TensorFlow?

Dropout on which layers of LSTM?