python-machine-learning-book-2nd-edition
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rasbt
The "Python Machine Learning (2nd edition)" book code repository and info resource
indices = np.argsort(importances[::-1]) # this causes the wrong order for plt.show() at the end of the code chunk (though the values are correct) indices = importances.argsort()[::-1] # gives correct order...
Greetings professor Raschka, Thank you for writing such an amazing book! On Page 132, I found a small bug in SBS class: Original: `def transform(self, X): return X[:, self.indices_]` I...
Since I am reading a photocopy in China, I am sorry that I don’t know the typo page. The typo is located in the "Note" of subsection "Implementing a simple...
(p441) In 3rd paragraph, "we can set values for the **weight** decay contant.." should be "we can set values for the **learning rate** decay contant..". As you know, SGD's decay...
(p546) In a note, "Since the loss at time **1:t** is dependent on the hidden units at all previous time steps 1:**t**" may be "Since the loss at time **t**...
Hello, I have discovered a little typo: "For example, a rank 3 placeholder of type `float` and shape `3x4x5` can be defined as: `tf.placeholder(type=tf.float32, shape=[2, 3, 4])`". _It should be_:...
Hi Sebastian, I am working on the CNN code in Chapter 15 step by step and realised there are some discrepancies and issues. In the function conv_layer, you define the...
Assuming that stride is set to s=1 as mentioned in the text, I would have expected the dimension of the valid padding to be 3 x 3, instead it is...
On page 501 for the first case example the text says "n-10, m=5, p=2, s=1 -> ...". I assume the first entry of the line should be "n=10" instead of...
The indexing for the discrete convolution example in the figure of page 498 starts with 1 (that is y[1], y[2], y[3]) whereas the example in the text on page 499...