01464e2216
Adjust computation of steps per epoch
...
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
...
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
...
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
...
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
...
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
...
* --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
...
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
...
Create a function parameter for improved consistency.
2020-08-11 09:36:32 -04:00
d17126475d
Update 03_classification.ipynb
...
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
...
Update tools_numpy.ipynb
2020-07-29 09:16:40 +12:00
fd54bc6e8c
Update tools_numpy.ipynb
...
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
...
[Chapter 2] Fix colorbar ticks
2020-07-05 18:46:48 +12:00
a5f584c021
Merge pull request #154 from Quoding/patch-1
...
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
42196c4235
fix colorbar ticks
2020-05-09 11:40:30 +09:00
6585a20db6
Fix typo in the word "enviromnent"
...
"enviroment" -> "environment"
2020-04-30 13:04:34 -04:00
cdfad2d003
Link to matrix multiplication and Hadarmard product
2020-04-24 16:54:38 +12:00
8fb49ea7e0
plt.hist() normed renamed to density
2020-04-24 16:49:42 +12:00
8b00e3130d
Solution 9 version 4 requires TF 2.2 (add warning)
2020-04-22 19:59:35 +12:00
1f0bbc782a
Add more examples of TF-Addons seq2seq usage
2020-04-22 19:21:56 +12:00
0f35b8192f
Merge branch 'master' of github.com:ageron/handson-ml2
2020-04-21 21:14:22 +12:00
2993c68490
Fix toc, imshow default interpolation, and detail animation rendering
2020-04-21 21:14:10 +12:00
2a7a849d72
Merge pull request #151 from davidcotton/master
...
Fix typo in 'Gradient Descent, revisited' section
2020-04-21 18:02:57 +12:00
326fa9ca89
Fix typo in 'Gradient Descent, revisited' section
2020-04-21 11:45:59 +10:00
ab97bf435b
Fix derivative of sqrt(x)
2020-04-20 14:50:27 +12:00
3fe4b8d4f8
Fix comment about nbagg backend for animations
2020-04-20 10:55:20 +12:00
5fcf4bdb16
Switch to jshtml to render animations
2020-04-20 10:51:33 +12:00
d46228a6af
Fix test_set should be based on eval_files[5:], not eval_files[:5], fixes #144
2020-04-19 16:21:00 +12:00
397d2600f7
Add the transformers library, along with spacy and ftfy
2020-04-19 16:15:29 +12:00
ffd127eb7a
Add solutions to the coding exercises: Embedded Reber grammars, Encoder-Decoder and text generation using the transformers library
2020-04-19 16:01:14 +12:00
c19a208c95
Clarify function vs curve
2020-04-12 23:32:03 +12:00
500c53756b
Fix Hessian notation
2020-04-12 20:28:34 +12:00
6285443c78
Fix notebook name
2020-04-12 18:59:42 +12:00
6d1f490789
Fix link to Colab
2020-04-12 18:51:07 +12:00
78f33162fb
Point to the autodiff notebook in index.ipynb and math_differential_calculus.ipynb
2020-04-12 18:47:26 +12:00
1451060165
Update autodiff notebook to TF 2.x
2020-04-12 18:43:31 +12:00
15b5ba5e10
Add a notebook about differential calculus (derivatives and gradients)
2020-04-12 18:13:52 +12:00
2f7ab70295
Update notebooks to latest nbformat
2020-04-06 19:13:12 +12:00
d507ec815a
Update nbformat_minor
2020-04-06 18:57:38 +12:00
ba6c75d6e5
Update notebook 16 to TF 2.1
2020-04-06 15:22:22 +12:00
a22f9e578e
Update requirements.txt
2020-04-03 22:17:57 +13:00
Ian Beauregard