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d736811a9c
Chapter 2: "Setup" & "Get the data" code improvement
2017-10-15 03:11:53 -07:00
9a1fafd31f
Fix call to matplotlib plot_surface() to support Matplotlib 2.1.0
2017-10-14 18:20:18 +02:00
a475b82cdd
Remove unecessary line (copy/paste error).
2017-10-14 08:41:42 +02:00
6b7775c337
Add datasets/flowers and datasets/spam to .gitignore
2017-10-05 13:22:34 +02:00
f25dc23924
Add solution to exercise 7 in chapter 14
2017-10-05 13:22:06 +02:00
b3c2272658
Fix Inception URL (which moved)
2017-10-04 21:26:08 +02:00
afff4010fc
Add spam classifier exercise solution in chapter 3
2017-10-04 13:43:43 +02:00
112678b6a0
Merge branch 'master' of github.com:ageron/handson-ml
2017-10-04 13:43:24 +02:00
4fdbdbee89
Add exercise solutions 1 to 3
2017-10-04 10:57:40 +02:00
e0b5ea0f4a
Upgrade to the latest library versions, Scikit-Learn 0.19, TensorFlow 1.3, and so on
2017-09-28 15:08:00 +02:00
3201b89bda
Larger replay memory
2017-09-26 14:50:09 +02:00
8b3ecfa753
Add example preprocessing for Breakout game in notebook for chapter 16
2017-09-25 14:08:42 +02:00
a87b0fdd11
Fix errors in the MsPacman DQN in the notebook for chapter 16
2017-09-25 14:08:10 +02:00
d573713661
added comment on SSL: CERTIFICATE_VERIFY_FAILED
2017-09-20 17:45:31 +01:00
6e5e5c130c
Merge branch 'master' of github.com:ageron/handson-ml
2017-09-19 13:40:59 +02:00
0dc3796574
Do not use LabelEncoder and LabelBinarizer, use factorize() and CategoricalEncoder instead.
2017-09-19 13:01:23 +02:00
d6a35a5c37
Add a warning before the compute-intensive cell in ch 03
2017-09-18 09:16:40 +02:00
570451e8fa
Merge pull request #77 from jasrys/master
2017-09-18 08:47:31 +02:00
84724a03f7
Inception model was trained with color range -1 to 1, not 0 to 1
2017-09-17 21:15:55 +02:00
45efe2d6bd
Add missing 'background' Inception class
2017-09-15 21:39:09 +02:00
21bf9a41e3
Scikit-Learn 0.19 Pipelines expect a list of tuples, not a tuple of tuples
2017-09-15 18:12:27 +02:00
d57b14ff14
Scikit-Learn 0.19 expects lists in Pipelines, not tuples
2017-09-15 18:08:43 +02:00
96973db972
Add workaround for a bug introduced by Scikit-Learn 0.19.0, in chapter 03
2017-09-15 17:58:29 +02:00
b48081c7ab
Replace V with Vt and add a note about the error in ch 8
2017-09-15 17:52:20 +02:00
9f0225ebb6
Remove use_cudnn_on_gpu=False in notebook for chapter 13
2017-09-15 16:52:54 +02:00
c9fc20aae1
Fix titles in figure 7-8 (learning rates should be 1 and 0.5)
2017-09-15 16:41:15 +02:00
c16a8a9986
Fix typo where n_hidden3 was used instead of n_outputs
2017-09-15 14:48:09 +02:00
053b53f17f
Provide workaround and explanations about the breakage of LabelBinarizer by Scikit-Learn 0.19.0
2017-09-15 14:40:13 +02:00
632a14fd66
Fix typos
2017-08-19 08:01:55 -07:00
0f60305dd7
Merge branch 'master' of github.com:ageron/handson-ml
2017-08-16 10:44:33 +02:00
78e95d1b48
Replace rnd by np.random in notebook 14
2017-08-16 10:44:18 +02:00
7af3984343
Fix deprecation warning
2017-07-22 16:08:41 +09:30
9cc32328bc
Merge pull request #53 from mc-robinson/my_changes
2017-07-13 11:32:41 +02:00
a877054be8
Fixes #56 , bug in DNNClassifier for batch normalization
2017-07-13 11:13:37 +02:00
383c67c8df
Merge branch 'master' of github.com:ageron/handson-ml
2017-07-07 21:56:40 +02:00
322b5095b5
Fix multilabel typo
2017-07-07 21:56:30 +02:00
3d49dcf67c
changed order of dot product
2017-07-07 15:29:11 -04:00
dcb5cf0ad0
Merge pull request #1 from francotheengineer/francotheengineer-patch-1
2017-07-07 12:04:45 +01:00
00c6cf9d43
Fixed Deep RNN Multi-gpu implementation to use tf
2017-07-07 12:04:17 +01:00
a2fc9671ed
Merge pull request #48 from vivek-v-rao/patch-1
2017-06-28 09:24:00 +02:00
08f31b2900
removed quotes around "True"
2017-06-27 21:30:57 -04:00
0c7ce16170
Fix error in Equation 13-1
2017-06-26 16:06:40 +02:00
31dc847cb4
Ensure that the equations display properly using Jupyter.org's viewer
2017-06-26 12:32:11 +02:00
2883916f5c
Add pointer to Jupyter's viewer which displays equations properly
2017-06-26 12:18:36 +02:00
c34a785371
Add list of equations in the book
2017-06-26 12:14:57 +02:00
ad6f068b1b
Add exercise solutions for chapter 08
2017-06-26 00:09:23 +02:00
2919b8e63f
Add solution to exercise 9 in chapter 8
2017-06-24 17:23:47 +02:00
b639cad9e2
Add SELU activation function example and snip out repetitive outputs
2017-06-21 15:35:47 +02:00
4d42536335
Fix plot_confusion_matrix() in ch 03 (fixes #42 )
2017-06-19 22:28:45 +02:00
92b780ddd6
Make fetch_housing_data() work on Windows
2017-06-18 13:52:10 +02:00
ffcd8dfa8a
Add exercise solutions for chapter 11
2017-06-14 09:09:23 +02:00
e844878f16
Merge PR #36 by lsshawn: adds helpful notes and fixes the null rows sampling code
2017-06-08 17:11:08 +02:00
9621c5545e
Use np.random.set_seed(42) and tf.set_random_seed(42) to make notebook's output constant
2017-06-08 15:44:00 +02:00
cc1f5e323c
Use np.random.set_seed(42) and tf.set_random_seed(42) to make notebook's output constant
2017-06-08 15:43:16 +02:00
735431b4af
Adding missing figure in chapter 02
2017-06-08 14:23:33 +02:00
9938d0686b
Use np.random.set_seed(42) and tf.set_random_seed(42) to make notebook's output constant, and simplify code in notebook 15
2017-06-07 17:52:59 +02:00
6689c3a1ef
Use np.random.set_seed(42) and tf.set_random_seed(42) to make notebook's output constant
2017-06-07 08:59:58 +02:00
fea9959853
Use np.random.set_seed(42) and random_state=42 make notebook's output constant
2017-06-06 23:13:43 +02:00
f9f9de19a2
Use tf.set_random_seed(42) and more to make notebook's output constant
2017-06-06 23:12:21 +02:00
47aa83ea98
Use default seed=42
2017-06-06 22:44:01 +02:00
880748684b
Use tf.set_random_seed(42) and more to make notebook's output constant
2017-06-06 22:39:21 +02:00
23e991ca26
Fix figure 2-13 x-axis values and legend not showing
2017-06-06 22:28:39 +02:00
501c3ae5ac
Use 'np.random' rather than 'import numpy.random as rnd', and add random_state to make notebook's output constant
2017-06-06 17:20:38 +02:00
2b516aabbe
Use 'np.random' rather than 'import numpy.random as rnd', and add random_state to make notebook's output constant
2017-06-06 16:32:08 +02:00
cb2ffcd08f
Use 'np.random' rather than 'import numpy.random as rnd', and add random_state to make notebook's output constant
2017-06-06 15:16:46 +02:00
b0e81f90bd
Use 'np.random' rather than 'import numpy.random as rnd', and add random_state to make notebook's output constant
2017-06-06 15:15:20 +02:00
7afc71e36b
Use 'np.random' rather than 'import numpy.random as rnd'
2017-06-06 14:26:26 +02:00
304e48e682
Make notebook for ch2 output the same result every time
2017-06-06 13:21:19 +02:00
5eac9fe82e
Upgrade notebook 14 to support TF 1.1+ (there were breaking changes with RNNs)
2017-06-05 19:18:20 +02:00
30e28b3a7c
Sync chapter 13 notebook with code samples in that chapter
2017-06-05 18:56:44 +02:00
c58f1ed2da
Sync chapter 11 notebook with the code samples in that chapter
2017-06-05 18:48:03 +02:00
1913e93cbc
Add exercise solutions for chapter 10, and improve code sync between book and notebook
2017-06-02 22:01:22 +02:00
4c06f21b13
Add a few explanations in notebook 08, and better sync code with book
2017-06-02 16:02:35 +02:00
44629eb395
Synchronize chapter 7's code and the corresponding notebook's code
2017-06-02 10:57:06 +02:00
167af9c541
Add exercise solutions for chapter 6
2017-06-02 09:43:50 +02:00
62213f0399
Make notebook code match book examples more closely in chapter 1
2017-06-01 09:57:58 +02:00
bb8ee313b6
Make notebook code match book examples more closely in chapter 2
2017-06-01 09:53:20 +02:00
b072bcb6a0
Make notebook code match book examples more closely in chapter 3
2017-06-01 09:52:10 +02:00
f134102714
Add exercise solutions for chapter 5
2017-06-01 09:23:37 +02:00
180abf9275
Add exercise solution for chapter 4
2017-05-29 23:20:14 +02:00
29aa7b7155
Finish exercise solution for chapter 9, and ensure sync between notebook and book for chapter 2
2017-05-28 18:14:49 +02:00
f80a2a6930
Add first part of the exercise solution for chapter 9
2017-05-28 01:01:49 +02:00
abbc764007
Add 2 comments in the solution of exercise 9, chapter 13
2017-05-05 15:56:13 +02:00
31b137d23c
Add exercise solutions for chapter 13
2017-05-05 15:22:45 +02:00
82b7764648
Explain the expon() and reciprocal() distributions
2017-05-03 19:46:23 +02:00
f992ee27bd
Add exercise solutions
2017-04-30 17:32:46 +02:00
1dd818adf7
Fix index.ipynb link to #Prerequisites
2017-04-30 10:43:31 +02:00
6ae70c4799
Fix typos and clarify some details in README.md
2017-04-30 10:39:48 +02:00
4c64982530
Update book image
2017-04-30 10:25:27 +02:00
9ba8f97224
Fix typo
2017-04-30 10:23:21 +02:00
4ccd0233f4
Move (long) prerequisites after the list of notebooks
2017-04-30 10:22:36 +02:00
739ccbde93
Clarify installation instructions
2017-04-30 10:22:12 +02:00
7fd688d21d
Use tf.layers instead of tf.contrib.layers
2017-04-30 10:21:27 +02:00
b80fa199d4
Fix typo s/Algeabra/Algebra/
2017-04-20 21:45:58 +02:00
fb91a10175
Fix typo in ch09 notebook
2017-04-20 21:35:36 +02:00
3dbee3df3c
Since mldata.org is down, download MNIST elsewhere
2017-04-07 21:33:53 +02:00
a9c1c20a9b
Fix bug: tf.add_n([loss] + reg_losses) rather than loss + reg_losses
2017-03-04 12:36:25 +01:00
002fd669c5
Sadly had to remove binder support, because it is too unreliable and has been down for a month.
2017-03-04 11:15:52 +01:00
a2a830544e
Updated Anaconda instructions: conda install -c conda-forge tensorflow=1.0.0
2017-03-04 11:03:22 +01:00
27797c6b01
Ensure python 2 support for chapters 13 and 14
2017-02-17 22:32:08 +01:00
pannoos
Aurelien Geron
soma11soma11
Aurélien Geron
Jason Rys
LujunW
robimc14
francotheengineer
vivek-v-rao