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SpiderRico

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neural-networks

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Answers (19)

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	What type of ANN architecture to choose?
1	Is a basic neural network architecture better with small datasets?

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Reputation (650)

+10	Is there a reason to use TensorFlow over PyTorch for research purposes?
+10	How to deal with losses on different scales in multi-task learning?
+10	What is the simplest classification problem which cannot be solved by a perceptron?
+10	What type of ANN architecture to choose?

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Questions (14)

Votes Activity Newest

5	Is there a reason to use TensorFlow over PyTorch for research purposes?
4	What are examples of machine learning techniques inspired by neuroscience?
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	How to deal with losses on different scales in multi-task learning?

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Tags (71)

6 neural-networks × 12	3 datasets × 3
6 convolutional-neural-networks × 6	3 linear-regression
4 machine-learning × 9	3 relu
3 deep-learning × 9	3 non-linear-regression
3 training × 4	2 reference-request × 3

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Bookmarks (7)

Votes Activity Newest Views Added

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

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Votes cast (74)

all time			by type			month		week
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5	down		37	answer		1		1

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