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@ -1,7 +1,7 @@
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"""
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Create a Long Short Term Memory (LSTM) network model
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An LSTM is a type of Recurrent Neural Network (RNN) as discussed at:
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* http://colah.github.io/posts/2015-08-Understanding-LSTMs
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* https://colah.github.io/posts/2015-08-Understanding-LSTMs
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* https://en.wikipedia.org/wiki/Long_short-term_memory
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"""
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import numpy as np
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@ -28,7 +28,7 @@ Usage:
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Reference:
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https://www.microsoft.com/en-us/research/wp-content/uploads/2016/02/smo-book.pdf
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https://www.microsoft.com/en-us/research/wp-content/uploads/2016/02/tr-98-14.pdf
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http://web.cs.iastate.edu/~honavar/smo-svm.pdf
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https://web.cs.iastate.edu/~honavar/smo-svm.pdf
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"""
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@ -43,7 +43,7 @@ from sklearn.datasets import make_blobs, make_circles
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from sklearn.preprocessing import StandardScaler
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CANCER_DATASET_URL = (
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"http://archive.ics.uci.edu/ml/machine-learning-databases/"
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"https://archive.ics.uci.edu/ml/machine-learning-databases/"
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"breast-cancer-wisconsin/wdbc.data"
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)
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