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The "Python Machine Learning (2nd edition)" book code repository and info resource

Results 32 python-machine-learning-book-2nd-edition issues
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When running the naive Implementation of conv1d and conv2d with example in book then it shows wrong results. conv1d works for X = [[1, 3, 2, 4], [5, 6, 1,...

[2020-09-20 17:08:04,956] ERROR in app: Exception on /thanks [POST] Traceback (most recent call last): File "C:\Users\fw_hh\AppData\Local\Programs\Python\Python38\lib\site-packages\flask\app.py", line 2447, in wsgi_app response = self.full_dispatch_request() File "C:\Users\fw_hh\AppData\Local\Programs\Python\Python38\lib\site-packages\flask\app.py", line 1952, in full_dispatch_request rv...

Dear author, Hi :) I found mistakes in chapter 15, sample codes of Tensorflow layers API. The sample code with `validation_set`, it outputs results of validation almost `1.00`, it seems...

I'm confused by the practical formula for computing a discrete convolution after padding on p498. Shouldn't the index of **x**^{p} be [i+p-k] instead of [i+m-k]? So that **x**^{p}[i+p] and the...

Dear author: The function fails due to div by zero error as duration = 0 initially. I did a simple code change to accommodate this bug. If you find it...

@rasbt I extended the sci-kit kernel PCA for transforming the half moon example to produce plots for multiple gammas. This sequence of plots can then demonstrate how a gamma value...

Hi Sebastian. On page 384 in the MLP figure there might be a typo? In the 2nd layer for the last activation unit I would have expected the sub-index to...

fixed-in-3rd-edition

(p380) In last sentence of 1st paragraph and first sentence of 2nd paragraph, "Pitt" should be "Pitt**s**". (p384) In a picture, "3**nd** Layer" should be "3**rd** Layer". (p385) In 1st...

fixed-in-3rd-edition