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courses:2018:cs551 [2018/02/20 11:41]
arijit [Slides] |
courses:2018:cs551 [2018/03/21 09:42]
arijit [Slides] |
| * {{ :courses:2018:cs551:keras.pdf |Demonstration of Keras}}, {{ :courses:2018:cs551:installationguidekerastensorflow.txt |Installation guide for Keras}} - Presented by Niraj | * {{ :courses:2018:cs551:keras.pdf |Demonstration of Keras}}, {{ :courses:2018:cs551:installationguidekerastensorflow.txt |Installation guide for Keras}} - Presented by Niraj |
| * {{ :courses:2018:cs551:05_dl_network.pdf |DNN}} | * {{ :courses:2018:cs551:05_dl_network.pdf |DNN}} |
| | * {{ :courses:2018:cs551:06_regularization.pdf |Regularization}} |
| | * {{ :courses:2018:cs551:07_optimization.pdf |Optimization}} |
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| * [[http://karpathy.github.io/2015/05/21/rnn-effectiveness/ | Andrej Karpathy blog]] | * [[http://karpathy.github.io/2015/05/21/rnn-effectiveness/ | Andrej Karpathy blog]] |
| * [[https://iamtrask.github.io/2015/11/15/anyone-can-code-lstm/ | Blog on LSTM-RNN]] | * [[https://iamtrask.github.io/2015/11/15/anyone-can-code-lstm/ | Blog on LSTM-RNN]] |
| | * [[ftp://ftp.sas.com/pub/neural/illcond/illcond.html| Ill-Conditioning in Neural Networks]] |
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