Aurélien Geron
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c2d5a87137
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Rename svm_clf to svm_reg in chapter 5 exercise, fixes #120
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2024-02-01 09:17:56 +13:00 |
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Aurélien Geron
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a5baa85363
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Set dual=True in LinearSVC and LinearSVR to avoid warning
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2023-11-14 21:34:06 +13:00 |
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Aurélien Geron
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e31ce8a44c
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Replace float('inf') with large value 1e100 since inf now causes an error
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2023-11-14 11:55:40 +13:00 |
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Aurélien Geron
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ec67c6962c
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Rename scipy.stats.reciprocal with loguniform, fixes #44
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2023-02-18 21:46:54 +13:00 |
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Aurélien Geron
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79ce441212
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Update lib versions and add pydot, fixes #29
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2022-09-22 19:14:01 +12:00 |
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Victor Khaustov
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1cdc1b7178
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Correct preposition
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2022-05-31 17:04:55 +09:00 |
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Victor Khaustov
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f32ce273d2
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Fix typos and remove unused args in plot.grid()
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2022-05-31 16:51:50 +09:00 |
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Aurélien Geron
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f92a7497f8
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Clarify a few figures, and remove unneeded raw strings
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2022-05-05 16:25:41 +12:00 |
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Aurélien Geron
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85171acd17
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Require Python 3.7+
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2022-02-19 23:03:20 +13:00 |
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Aurélien Geron
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0a28fab583
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Add notebook outputs
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2022-02-19 22:24:54 +13:00 |
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Aurélien Geron
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b63019fd28
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Sync notebook with book's code examples, and better identify extra code
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2022-02-19 18:17:36 +13:00 |
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Aurélien Geron
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3552690321
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Remove redundant comment
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2021-12-08 15:16:42 +13:00 |
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Aurélien Geron
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319df2454d
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For regression, it's better to talk about targets than labels
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2021-11-29 12:15:44 +13:00 |
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Aurélien Geron
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52d4f0a8c6
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Make font sizes consistent across notebooks
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2021-11-27 23:03:26 +13:00 |
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Aurélien Geron
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84f474d92c
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Load plt before setting rcParams and remove unneeded fontsize=14
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2021-11-27 13:46:38 +13:00 |
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Aurélien Geron
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1cb374d14e
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Add exercise solutions (from former appendix A) to notebooks 1 to 9
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2021-11-25 21:45:32 +13:00 |
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Aurélien Geron
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01d5df8e72
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Remove unneeded comments, sync notebook with book code
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2021-11-25 15:09:48 +13:00 |
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Aurélien Geron
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8e97aab84b
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Big update of chapter 5 for 3rd edition
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2021-11-25 14:38:40 +13:00 |
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Aurélien Geron
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608d9ce815
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Big update of chapter 5 for 3rd edition
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2021-11-23 22:46:24 +13:00 |
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Aurélien Geron
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e38983d595
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Add back chapter 05 on SVMs
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2021-11-23 13:43:18 +13:00 |
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Aurélien Geron
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ce4fccf74c
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Large change: Chapter 5 on SVMs moves online
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2021-10-15 21:59:45 +13:00 |
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Aurélien Geron
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fa1ae51184
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Large change: replace os.path with pathlib, move to Python 3.7
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2021-10-15 21:46:27 +13:00 |
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Aurélien Geron
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3f89676892
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Improve alignment between notebook and book section headers
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2021-10-03 23:05:49 +13:00 |
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Aurélien Geron
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1b96533668
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Replace 'Open in Colab' button
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2021-05-26 07:40:58 +12:00 |
|
Peretz Cohen
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54c5c266bf
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Update 05_support_vector_machines.ipynb
fix link
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2021-05-25 11:14:23 -07:00 |
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Peretz Cohen
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36344be3ad
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Update 05_support_vector_machines.ipynb
add Open in Kaggle badge
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2021-05-24 15:41:26 -07:00 |
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Aurélien Geron
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7719ff276a
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Replace x0 with x'0 in right side of figure 5-2
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2021-03-10 09:17:15 +13:00 |
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Aurélien Geron
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346dfe6d1e
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Use as_frame=False when calling fetch_openml()
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2021-03-02 09:29:06 +13:00 |
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Aurélien Geron
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01eeeb2065
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Replace C with self.C, fixes #386
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2021-03-01 18:50:46 +13:00 |
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Aurélien Geron
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670873843d
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Update libraries to latest version, including TensorFlow 2.4.1 and Scikit-Learn 0.24.1
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2021-02-14 15:02:09 +13:00 |
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Aurélien Geron
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2f7ab70295
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Update notebooks to latest nbformat
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2020-04-06 19:13:12 +12:00 |
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Aurélien Geron
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a55720e9e4
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Make notebooks 1 to 9 runnable in Colab without changes
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2019-11-05 22:26:52 +08:00 |
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Aurélien Geron
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89653bfade
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Improve a few figures (e.g., add missing labels, share axes, etc.)
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2019-10-13 17:19:39 +08:00 |
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Aurélien Geron
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ea3d17c063
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Fix execution_counts
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2019-08-12 14:51:06 +08:00 |
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Aurélien Geron
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87ea670bef
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Iris-Virginica => Iris virginica (& same for versicolor and setosa)
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2019-08-12 14:45:33 +08:00 |
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Aurélien Geron
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52afcf4290
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Crop long outputs so they show up nicer on github.com
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2019-04-16 00:06:57 +08:00 |
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Aurélien Geron
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1a6bb0b199
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Create image directory and check for sklearn >= 0.20
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2019-01-21 18:42:31 +08:00 |
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Aurélien Geron
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6b8dff91d0
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Update all notebooks assuming we are all in the future now: sklearn 0.20+, python 3.5+, TF 2.0 preview
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2019-01-18 23:08:37 +08:00 |
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Aurélien Geron
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d2518a679b
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Drop Python 2 (woohoo!) and import matplotlib as mpl
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2019-01-16 23:42:00 +08:00 |
|
Aurélien Geron
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2492b51cab
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Remove unused cells at the end of the notebook
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2018-12-26 12:04:18 +08:00 |
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Aurélien Geron
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b54ee1b608
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Update notebooks 1 to 8 to latest library versions (in particular Scikit-Learn 0.20)
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2018-12-21 10:18:31 +08:00 |
|
Aurélien Geron
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fb3e68709e
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Replace n_iter with max_iter in SGDClassifier
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2018-05-08 12:36:43 +02:00 |
|
Aurélien Geron
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f2020952d0
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Fix error in MyLinearSVC, fixes #140
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2017-12-19 22:40:17 +01:00 |
|
Aurélien Geron
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80e59e1dd1
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Fix call to matplotlib plot_surface() to support Matplotlib 2.1.0
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2017-10-14 18:20:18 +02:00 |
|
Aurélien Geron
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dbaae16e88
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Merge pull request #77 from jasrys/master
Fix typos
|
2017-09-18 08:47:31 +02:00 |
|
Aurélien Geron
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26d79edcda
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Scikit-Learn 0.19 Pipelines expect a list of tuples, not a tuple of tuples
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2017-09-15 18:12:27 +02:00 |
|
Jason Rys
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dc901e0ada
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Fix typos
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2017-08-19 08:01:55 -07:00 |
|
Aurélien Geron
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a331fe6404
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Use np.random.set_seed(42) and random_state=42 make notebook's output constant
|
2017-06-06 23:13:43 +02:00 |
|
Aurélien Geron
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291ae3e39d
|
Add exercise solutions for chapter 5
|
2017-06-01 09:23:37 +02:00 |
|
Aurélien Geron
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fc6fd7e610
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Versicolor instead of Versicolour
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2017-02-17 14:47:18 +01:00 |