a187605710
Update libraries to latest version, including TensorFlow 2.4.1 and Scikit-Learn 0.24.1
2021-02-15 09:56:26 +13:00
cc70196eeb
Fix cities CSV url
2021-02-14 15:39:03 +13:00
670873843d
Update libraries to latest version, including TensorFlow 2.4.1 and Scikit-Learn 0.24.1
2021-02-14 15:02:09 +13:00
a86b2f657f
fix missing chapter 3 header
2021-01-27 20:12:29 -08:00
d0f78d8816
Update 01_the_machine_learning_landscape.ipynb
2021-01-25 17:56:06 +05:30
9b7ab19c56
Import urllib.request instead of urllib
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As of January 25, 2021, in some environments, such as Colab (Python 3.6.9),
the following import statement
import urllib
is not the right one for using urllib.request.
Indeed, calls to urllib.request functions then yield the following error:
AttributeError: module 'urllib' has no attribute 'request'
One must import urllib.request instead.
See also https://stackoverflow.com/q/22278993
2021-01-25 11:55:32 +01:00
1ab5e16f37
Update 02 about urllib module attribute
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See https://github.com/ageron/handson-ml2/issues/219
This error also occurred in 01.
There are many PRs for 01 but none for 02?
2021-01-04 21:25:46 +08:00
dad239b5a7
Fixed compatibility issue for scikit-learn 0.24
2020-12-31 17:34:26 +01:00
db6ed9d3c8
Update 01_the_machine_learning_landscape.ipynb
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must specifically import urllib.request
2020-12-04 14:27:37 +08:00
05aca9c313
Fix bottom='off' to bottom=False in tools_matplotlib.ipynb
2020-11-27 01:59:30 +00:00
8ebdcffc6b
Work around TF Agents issue: env.step(1) => env.step(np.array(1))
2020-11-23 16:52:37 +13:00
f225f59780
Update to latest library versions
2020-11-21 12:22:42 +13:00
a55e3f3033
Fixed misspelling of 'literature'
2020-11-19 16:48:32 -07:00
4aa8c0b0d8
Updated wording from Multiple to Multiply
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Corrected wording from "multiple $D$ by" to "multiply $D$ by"
2020-11-15 17:17:47 -05:00
98f6d26d3b
Update 01_the_machine_learning_landscape.ipynb
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seems that new python libs used by google colab need „import urlib.request“ instead of „import urllib“
2020-11-09 19:29:00 +01:00
daf309c2bb
Install transformers library
2020-10-20 12:31:25 -04:00
2c700450b5
Change Embedding's input_dim argument
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Wrong argument for the decoder's embedding layer.
2020-10-20 12:31:25 -04:00
e0cae0c7be
Replace deprecated method
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See https://www.tensorflow.org/api_docs/python/tf/keras/Sequential?hl=en#predict_classes .
2020-10-20 12:31:25 -04:00
a2ffc37d2f
Modify creation of possible char list
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I concatenated the string of all digits (+ comma and space) to the argument of function sorted ∘ set. Also, the digit '0' was written twice in the digit string.
2020-10-20 12:31:04 -04:00
7848437dc2
Correct typo
2020-10-19 12:44:33 -04:00
9d99ae9f9f
Correct small coding typo
2020-10-19 12:38:17 -04:00
80f6cb27c0
Update (small) the reinforcement learning chapter
2020-10-17 15:04:51 +01:00
08e3870053
Correct small "code typo"
2020-10-06 19:20:18 -04:00
a83d4885dc
Correct a small typo
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One missing word.
2020-10-06 18:51:06 -04:00
c3cbfd04d5
Adding two missing words
2020-10-06 17:51:42 -04:00
cbfefe7a97
Change function argument
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In Exercise 9, function `mnist_dataset` was called with the wrong argument.
2020-10-06 17:02:03 -04:00
5d53b561ad
updated the import
2020-10-05 23:40:19 +05:30
01464e2216
Adjust computation of steps per epoch
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The number of steps per epoch is ceil(len(X) / batch_size) rather than floor(len(X) / batch_size). This change also means we do not have to take max(rate, self.last_rate) in the last steps of the OneCycleScheduler.
2020-09-25 08:25:17 -04:00
30d160f8be
Remove useless code cell
2020-09-14 09:35:42 -04:00
af0c959d07
Remove soon-to-be-deprecated method
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Warning: THIS FUNCTION IS DEPRECATED. It will be removed after 2021-01-01. Instructions for updating: Please use instead: np.argmax(model.predict(x), axis=-1), if your model does multi-class classification (e.g. if it uses a softmax last-layer activation).
2020-09-14 07:52:07 -04:00
c4c4f1bac9
Update 01_the_machine_learning_landscape.ipynb
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updated import urllib.request
to make urllib.request.urlretrieve(url, datapath + filename) work properly
2020-09-09 09:45:13 +02:00
70a515793c
Update 16_nlp_with_rnns_and_attention.ipynb
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Exercise question 9 solution Third version decoder embedding "input_din=(len(OUTPUT_CHARS) + 2)"
2020-09-04 14:43:05 +05:30
59b9115ccb
Modify import of urllib to urllib.request
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The import as-is will fail as changes have been made to urllib. This fix will allow the rest of the code to work as-is.
2020-08-26 07:40:19 -05:00
7111fe397a
Use object attribute instead of global constant
2020-08-17 09:26:01 -04:00
67f33429cc
Remove useless code
2020-08-15 10:08:44 -04:00
508b22e84d
Remove unnecessary code in 03_classification
2020-08-11 20:29:05 -04:00
6cec4e353c
Change rebuild target
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* --no-cache is needed to guarantee a full rebuild from scratch
* --force-rm is not needed because rebuild calls the stop target
2020-08-11 16:23:44 +02:00
d7afbd511d
Better regex to match numbers in 03_classification
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The previous regex would not match any decimal number where there is no "E" notation. Also added the option "+/-" sign in the "E" part.
2020-08-11 09:57:53 -04:00
a102114c62
Update 03_classification.ipynb
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Create a function parameter for improved consistency.
2020-08-11 09:36:32 -04:00
d17126475d
Update 03_classification.ipynb
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Use a function parameter instead of a global constant.
2020-08-11 09:33:51 -04:00
66446998a3
Update index.ipynb
2020-08-10 13:57:47 -04:00
1e81324573
Merge pull request #212 from RichaldoElias/patch-1
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Update tools_numpy.ipynb
2020-07-29 09:16:40 +12:00
fd54bc6e8c
Update tools_numpy.ipynb
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To create an ndarray using NumPy's `arange` function, which is similar to python's built-in `range` function
2020-07-25 18:42:30 +02:00
e90606bf69
No need to update tqdm in Colab anymore
2020-07-25 17:08:31 +12:00
05622d26b8
Fix early stopping example, fixes #190
2020-07-06 20:46:48 +12:00
df651cafb6
Merge branch 'master' of github.com:ageron/handson-ml2
2020-07-06 20:42:38 +12:00
dbfb7e8bff
Fix early stopping example, fixes #190
2020-07-06 20:42:26 +12:00
b575063c7e
Merge pull request #163 from rickiepark/upstream
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[Chapter 2] Fix colorbar ticks
2020-07-05 18:46:48 +12:00
a5f584c021
Merge pull request #154 from Quoding/patch-1
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Fix typo in the word "enviromnent"
2020-07-05 18:43:50 +12:00
4a48d04a1a
Add a comment about sklearn.metrics.plot_confusion_matrix, fixes #142
2020-07-05 18:35:06 +12:00
Aurélien Geron