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Hugh Perkins

Machine learning engineer.

Wrote DeepCL, https://github.com/hughperkins/DeepCL, and a bunch of other GPU/OpenCL things.

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54 Multivariate linear regression vs neural network? Oct 27 '12
18 Gradient backpropagation through ResNet skip connections Mar 21 '17
14 How to train LSTM model on multiple time series data? Jul 25 '18
13 Data augmentation on training set only? Dec 31 '17
13 What are “residual connections” in RNNs? Jan 1 '18
13 Can a standard deviation of raw scores be reported as a standard deviation of percentages? Oct 4 '17
9 What is the difference between regular PCA and probabilistic PCA? Oct 9 '17
8 What is the reason that the Adam Optimizer is considered robust to the value of its hyper parameters? Oct 9 '17
8 Modern Use Cases of Restricted Boltzmann Machines (RBM's)? Oct 9 '17
8 need intuition: why is there no winning strategy to this game? Mar 26 '17
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