Alexis Chan alexisylchan
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| <html> | |
| <head> | |
| <script type="text/javascript" src="angular.js"></script> | |
| <script type="text/javascript"> | |
| function PlaylistCtrl($scope) { | |
| $scope.currentSong = 'Wish you were here'; | |
| $scope.currentPlaylistName = ''; | |
| $scope.playlist = []; | |
| $scope.playlistMap = {}; |
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| <!DOCTYPE html> | |
| <meta charset="utf-8"> | |
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| <style> | |
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alexisylchan
/ test_convlstm.py
Created
October 10, 2016 18:54
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| ''' | |
| Modified from keras/examples/lstm_benchmark.py in attempt to learn how to build Convolutional LSTM in Keras | |
| The only difference between ConvLSTM below and LSTM in keras/layers/recurrent.py is I have replaced | |
| K.dot with K.conv2d. | |
| This is based on my understanding after reading the following: | |
| - http://deeplearning.net/tutorial/lstm.html | |
| - http://colah.github.io/posts/2015-08-Understanding-LSTMs/ | |
| - Convolutional LSTM Network: A Machine Learning Approach for Precipitation Nowcasting: https://arxiv.org/abs/1506.04214 | |
| Running test_convlstm.py will result in the following error: |
alexisylchan
/ DenseWordVectors.ipynb
Last active
October 17, 2016 12:51
CS224d dense word vectors example
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alexisylchan
/ GradientDescentRefresher.ipynb
Last active
October 17, 2016 15:41
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alexisylchan
/ BOREAS AES Five-day Averaged Surface Meteorological and Upper Air Data.ipynb
Last active
October 20, 2016 23:32
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alexisylchan
/ 2hiddenlayer.ipynb
Created
October 24, 2016 18:46
alexisylchan
/ 2hiddenlayer.ipynb
Created
October 24, 2016 18:46
alexisylchan
/ timeseries_prediction.ipynb
Created
October 28, 2016 18:49
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alexisylchan
/ timeseries_prediction_without_rollingmean.ipynb
Created
October 28, 2016 18:52
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