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SpiderRico

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convolutional-neural-networks

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Yearling

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Answers (14)

Votes Activity Newest

3	If features are always positives, why do we use RELU activation functions?
2	When using PCA for dimensionality reduction of the feature vectors to speed up learning, how do I know that I'm not letting the model overfit?
2	Why is the validation performance better than the training performance?
1	Which one is more important in case of different loss optimization algorithms, Speed or the Route?
1	Where is L2-regularization term applied

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Reputation (527)

+10	Does feature scaling have any benefits if all features are on the same scale?
+20	When using PCA for dimensionality reduction of the feature vectors to speed up learning, how do I know that I'm not letting the model overfit?
+10	Applications of Information Theory in Machine Learning
+10	Should I prefer the model with the lowest validation loss or the highest validation accuracy to deploy?

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Questions (12)

Votes Activity Newest

4	What are examples of machine learning techniques inspired by neuroscience?
4	Is there a reason to use TensorFlow over PyTorch for research purposes?
4	Is there a reason to choose regular momentum over Nesterov momentum for neural networks?
3	Should I prefer the model with the lowest validation loss or the highest validation accuracy to deploy?
2	Is there any application of topology to deep learning?

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Tags (60)

6 convolutional-neural-networks × 5	3 relu
3 neural-networks × 8	3 non-linear-regression
3 machine-learning × 7	2 deep-learning × 6
3 training × 4	2 overfitting × 2
3 linear-regression	2 datasets × 2

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Bookmarks (7)

Votes Activity Newest Views Added

53	What are some well-known problems where neural networks don't do very well?
48	Are neural networks prone to catastrophic forgetting?
8	Using machine learning to identify CAD model features
6	How can we connect artificial intelligence with cognitive psychology?
6	Have capsule neural networks been used to NLP problems?

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Votes cast (51)

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3	down		24	answer

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