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bc8625dc24
Add exercise solution for chapter 4
2017-05-29 23:20:14 +0200
168ad47702
Finish exercise solution for chapter 9, and ensure sync between notebook and book for chapter 2
2017-05-28 18:14:49 +0200
ea44f0c794
Add first part of the exercise solution for chapter 9
2017-05-28 01:01:49 +0200
ede46d7415
Add 2 comments in the solution of exercise 9, chapter 13
2017-05-05 15:56:13 +0200
d74dfd0571
Add exercise solutions for chapter 13
2017-05-05 15:22:45 +0200
c3da72c4ef
Explain the expon() and reciprocal() distributions
2017-05-03 19:46:23 +0200
d192f3de7a
Add exercise solutions
2017-04-30 17:32:46 +0200
97ebf704f8
Fix index.ipynb link to #Prerequisites
2017-04-30 10:43:31 +0200
8f698aacc5
Fix typos and clarify some details in README.md
2017-04-30 10:39:48 +0200
0b26faf583
Update book image
2017-04-30 10:25:27 +0200
a57e64ed14
Fix typo
2017-04-30 10:23:21 +0200
c66b1c32f2
Move (long) prerequisites after the list of notebooks
2017-04-30 10:22:36 +0200
e220c68425
Clarify installation instructions
2017-04-30 10:22:12 +0200
326d32cae0
Use tf.layers instead of tf.contrib.layers
2017-04-30 10:21:27 +0200
14101abcf9
Fix typo s/Algeabra/Algebra/
2017-04-20 21:45:58 +0200
04c3c5107a
Fix typo in ch09 notebook
2017-04-20 21:35:36 +0200
29ef56964a
Since mldata.org is down, download MNIST elsewhere
2017-04-07 21:33:53 +0200
7997d4d38c
Fix bug: tf.add_n([loss] + reg_losses) rather than loss + reg_losses
2017-03-04 12:36:25 +0100
fe552bbbed
Sadly had to remove binder support, because it is too unreliable and has been down for a month.
2017-03-04 11:15:52 +0100
09f0d4ee58
Updated Anaconda instructions: conda install -c conda-forge tensorflow=1.0.0
2017-03-04 11:03:22 +0100
206f0e17f4
Ensure python 2 support for chapters 13 and 14
2017-02-17 22:32:08 +0100
c2be4a9be6
Make gym optional
2017-02-17 14:52:28 +0100
fc6fd7e610
Versicolor instead of Versicolour
2017-02-17 14:47:18 +0100
df5905884b
Removing Dockerfile because it seems to fail with Binder
2017-02-17 14:45:15 +0100
d8176ec2cb
Upgrade notebooks to TensorFlow 1.0.0
2017-02-17 11:51:26 +0100
146fde1127
Fix requirements.txt to simplify TensorFlow installation, and try to fix binder
2017-02-13 14:26:12 +0100
ba100cde2a
Replace reduce_sum by reduce_mean for MSE (rather than SSE) error.
2017-02-02 18:51:54 +0100
30ca2b86d7
Change xvfb comment
2016-11-25 09:34:55 +0100
2ed288c391
Specify exact versions and add instructions
2016-11-25 09:34:17 +0100
c75080d20f
Remove pip cache
2016-11-25 09:33:57 +0100
76a192606f
Update Dockerfile to TensorFlow 0.11.0
2016-11-24 21:57:26 +0100
924abd5b18
Merge branch 'master' of github.com:ageron/ml-notebooks
2016-11-24 17:23:28 +0100
3dfc9ba8b3
Add word embeddings and NLP stub
2016-11-24 17:23:11 +0100
88963e2dcc
Migrate to TF 0.11.0
2016-11-24 16:57:43 +0100
8404e51d84
Migrate to TF 0.11.0
2016-11-24 16:52:05 +0100
ccb28831cb
Migrate to TensorFlow 0.11.0
2016-11-23 09:26:19 +0100
a40b278df5
Move to sklearn 0.18
2016-11-05 18:13:54 +0100
9e414b6d64
Remove warnings and fix path in ch16
2016-11-05 14:29:24 +0100
40c264d088
Move to sklearn 0.18
2016-11-05 14:26:57 +0100
5ebea6604c
Move to sklearn 0.18
2016-11-05 14:26:29 +0100
6ed00af7d0
Move to sklearn 0.18
2016-11-05 14:25:56 +0100
61f9b54cdb
Upgrade chapter 2 to sklearn 0.18 and ensure python 2 and python 3 both work
2016-11-03 23:47:11 +0100
dabda0f806
Fix hash() bug reported by Thiago
2016-11-03 17:47:08 +0100
6714ec2979
Add Policy Gradients and DQN to RL notebook
2016-10-23 15:32:33 +0200
572b728b89
Add gym[box2d] to Dockerfile
2016-10-12 21:52:58 +0200
9224775d79
Catch all exceptions when loading gl_info
2016-10-09 11:22:36 +0200
53398526d6
Rolling back to previous Dockerfile, cannot get xvfb to work with binder
2016-10-09 11:07:57 +0200
632a937f88
Improve Dockerfile for ageron/handson-ml
2016-10-09 11:04:45 +0200
f6298cb03b
Fix CartPole rendering issue in chapter 16
2016-10-09 11:01:56 +0200
a24ad685ec
Use system pip and pip3, not Anaconda
2016-10-09 09:01:37 +0200
2ae7ea61d0
Run python 3 outside of a virtualenv for OpenAI gym image rendering to work
2016-10-08 23:51:14 +0200
05ffb99e10
Add reinforcement learning notebook (in progress)
2016-10-08 22:17:45 +0200
25da041cf4
Rollback Dockerfile, change failed for some reason
2016-10-08 21:45:47 +0200
88aec2c6fc
Use docker image ageron/handson-ml-base which solves the issue with using OpenAI gym within Jupyter
2016-10-08 21:39:36 +0200
f23154de87
Add missing import sys
2016-10-08 00:19:23 +0200
4322d018e4
Add --upgrade to pip install gym
2016-10-07 11:20:52 +0200
49bb6c7901
Update installation instructions to add OpenAI gym and Anaconda
2016-10-07 09:41:58 +0200
5b3284b0e3
Fix gym[atari]
2016-10-06 22:59:35 +0200
89ba90408d
Add OpenAI gym
2016-10-06 20:24:25 +0200
4b15a6cf19
Little tweaks to beautify code in chapter 14
2016-10-06 14:52:36 +0200
0d08368095
Minor improvement in chapter 10
2016-10-06 14:09:17 +0200
9b5ffe0472
Add autoencoders, chapter 15
2016-10-06 14:08:46 +0200
08ab23ae2e
Fix china/flower order bug
2016-09-28 12:37:31 +0200
049df7240a
Fix china/flower order bug
2016-09-28 11:30:56 +0200
1106244cfe
Rename classification.ipynb to 03_classification.ipynb
2016-09-27 23:32:03 +0200
d7d6c121e3
Add notebooks for chapters 5 to 14
2016-09-27 23:31:21 +0200
68fb1971d7
Update chapters 1, 2 and 4
2016-09-27 16:39:16 +0200
8195045f15
Point to O'Reilly book
2016-09-27 14:08:23 +0200
d0aae80564
Point to the right Table of Contents extension
2016-09-27 13:08:15 +0200
dd0efe8423
Point to the right Table of Contents extension
2016-09-27 12:48:06 +0200
0eff539690
Add details about nb extensions
2016-09-27 12:31:37 +0200
7e8589dfc3
Activate table of contents (2) extension
2016-09-27 12:18:29 +0200
869025b6f9
Fix jupyter extensions
2016-09-27 12:06:59 +0200
aa1f84c49f
Remove unecessary packages (already included in Anaconda) from Dockerfile
2016-09-27 11:33:10 +0200
92dd0a7556
Add Dockerfile to have TensorFlow on both python 2 and python 3 (crossing my fingers)
2016-09-27 11:11:39 +0200
a1da2dbee6
Default to python 3.5
2016-09-26 20:40:51 +0200
ddbabc1a76
Renamed project from ml-notebooks to handson-ml
2016-09-26 20:33:14 +0200
b5721714f7
Add TF models slim nets
2016-09-25 18:42:01 +0200
104bfcb8eb
Update to TF 0.10.0 and ignore images in images/ directory
2016-09-25 17:48:39 +0200
f657d2a85e
fix PROJECT_ROOT_DIR path
2016-05-22 18:16:29 +0200
0222dd54af
Add import os
2016-05-22 18:07:41 +0200
4c588afbb8
Remove link to Binder next to the 'launch binder' button, it was confusing.
2016-05-22 17:54:54 +0200
5eea71f786
Add chapters to the index
2016-05-22 17:53:16 +0200
fd8fd003a5
Add images directory
2016-05-22 17:43:26 +0200
5a02922d34
Add classification notebook
2016-05-22 17:40:18 +0200
240f3d7828
Add fundamentals and training_linear_models notebooks
2016-05-22 16:01:18 +0200
373535d8e4
Many small fixes in end_to_end_project.ipynb
2016-05-07 17:41:41 +0200
c564be1ffd
Add datasets, fix a few math linear algebra issues
2016-05-03 11:35:17 +0200
28a0372222
fixed typo in README.md
2016-03-04 09:02:18 +0100
2e71573f02
Point to jupyter.org's notebook viewer instead of github.com's because github's does not display math formulas correctly
2016-03-04 09:01:26 +0100
a10e686759
fixed typo in tools_matplotlib.ipynb
2016-03-04 08:49:56 +0100
8370cafbb7
Remove one level of headers
2016-03-03 18:40:31 +0100
e8d45964b8
Add introduction to Linear Algebra
2016-03-03 18:29:41 +0100
3d249673ee
Finished pandas tutorial
2016-02-23 14:26:13 +0100
b75c28623f
Simplify the my_* entries in .gitignore
2016-02-21 15:06:48 +0100
bd11e52242
Small tweak to the NumPy tutorial
2016-02-20 21:47:44 +0100
04c539e802
First part of the pandas tutorial
2016-02-20 21:37:07 +0100
b74cbaaeb9
Adding numexpr to the requirements for the pandas tutorial
2016-02-20 21:32:03 +0100
da0fc99dec
Remove tons of unecessary print() calls
2016-02-19 15:29:24 +0100
956b4b233a
Add an empty notebook for pandas
2016-02-19 14:33:34 +0100
Aurélien Geron