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  • 3e87055ed9 Use 'np.random' rather than 'import numpy.random as rnd', and add random_state to make notebook's output constant Aurélien Geron 2017-06-06 15:15:20 +02:00
  • 692b674196 Use 'np.random' rather than 'import numpy.random as rnd' Aurélien Geron 2017-06-06 14:26:26 +02:00
  • bd6c167e09 Make notebook for ch2 output the same result every time Aurélien Geron 2017-06-06 13:21:19 +02:00
  • 9910d31ec3 Upgrade notebook 14 to support TF 1.1+ (there were breaking changes with RNNs) Aurélien Geron 2017-06-05 19:18:20 +02:00
  • 8a57af4efe Sync chapter 13 notebook with code samples in that chapter Aurélien Geron 2017-06-05 18:56:44 +02:00
  • e6cd00f9a4 Sync chapter 11 notebook with the code samples in that chapter Aurélien Geron 2017-06-05 18:48:03 +02:00
  • 6281e153cd Add exercise solutions for chapter 10, and improve code sync between book and notebook Aurélien Geron 2017-06-02 22:01:22 +02:00
  • 3680f6a27c Add a few explanations in notebook 08, and better sync code with book Aurélien Geron 2017-06-02 16:02:35 +02:00
  • b7779802f0 Synchronize chapter 7's code and the corresponding notebook's code Aurélien Geron 2017-06-02 10:57:06 +02:00
  • 0e8579943c Add exercise solutions for chapter 6 Aurélien Geron 2017-06-02 09:43:50 +02:00
  • 1bc60fe315 Make notebook code match book examples more closely in chapter 1 Aurélien Geron 2017-06-01 09:57:58 +02:00
  • 88acd2b4b9 Make notebook code match book examples more closely in chapter 2 Aurélien Geron 2017-06-01 09:53:20 +02:00
  • c226f328d3 Make notebook code match book examples more closely in chapter 3 Aurélien Geron 2017-06-01 09:52:10 +02:00
  • 291ae3e39d Add exercise solutions for chapter 5 Aurélien Geron 2017-06-01 09:23:37 +02:00
  • bc8625dc24 Add exercise solution for chapter 4 Aurélien Geron 2017-05-29 23:20:14 +02:00
  • 168ad47702 Finish exercise solution for chapter 9, and ensure sync between notebook and book for chapter 2 Aurélien Geron 2017-05-28 18:14:49 +02:00
  • ea44f0c794 Add first part of the exercise solution for chapter 9 Aurélien Geron 2017-05-28 01:01:49 +02:00
  • ede46d7415 Add 2 comments in the solution of exercise 9, chapter 13 Aurélien Geron 2017-05-05 15:56:13 +02:00
  • d74dfd0571 Add exercise solutions for chapter 13 Aurélien Geron 2017-05-05 15:22:45 +02:00
  • c3da72c4ef Explain the expon() and reciprocal() distributions Aurélien Geron 2017-05-03 19:46:23 +02:00
  • d192f3de7a Add exercise solutions Aurélien Geron 2017-04-30 17:32:46 +02:00
  • 97ebf704f8 Fix index.ipynb link to #Prerequisites Aurélien Geron 2017-04-30 10:43:31 +02:00
  • 8f698aacc5 Fix typos and clarify some details in README.md Aurélien Geron 2017-04-30 10:39:48 +02:00
  • 0b26faf583 Update book image Aurélien Geron 2017-04-30 10:25:27 +02:00
  • a57e64ed14 Fix typo Aurélien Geron 2017-04-30 10:23:21 +02:00
  • c66b1c32f2 Move (long) prerequisites after the list of notebooks Aurélien Geron 2017-04-30 10:22:36 +02:00
  • e220c68425 Clarify installation instructions Aurélien Geron 2017-04-30 10:22:12 +02:00
  • 326d32cae0 Use tf.layers instead of tf.contrib.layers Aurélien Geron 2017-04-30 10:21:27 +02:00
  • 14101abcf9 Fix typo s/Algeabra/Algebra/ Aurélien Geron 2017-04-20 21:45:58 +02:00
  • 04c3c5107a Fix typo in ch09 notebook Aurélien Geron 2017-04-20 21:35:36 +02:00
  • 29ef56964a Since mldata.org is down, download MNIST elsewhere Aurélien Geron 2017-04-07 21:33:53 +02:00
  • 7997d4d38c Fix bug: tf.add_n([loss] + reg_losses) rather than loss + reg_losses Aurélien Geron 2017-03-04 12:36:25 +01:00
  • fe552bbbed Sadly had to remove binder support, because it is too unreliable and has been down for a month. Aurélien Geron 2017-03-04 11:15:52 +01:00
  • 09f0d4ee58 Updated Anaconda instructions: conda install -c conda-forge tensorflow=1.0.0 Aurélien Geron 2017-03-04 11:03:22 +01:00
  • 206f0e17f4 Ensure python 2 support for chapters 13 and 14 Aurélien Geron 2017-02-17 22:32:08 +01:00
  • c2be4a9be6 Make gym optional Aurélien Geron 2017-02-17 14:52:28 +01:00
  • fc6fd7e610 Versicolor instead of Versicolour Aurélien Geron 2017-02-17 14:47:18 +01:00
  • df5905884b Removing Dockerfile because it seems to fail with Binder Aurélien Geron 2017-02-17 14:45:15 +01:00
  • d8176ec2cb Upgrade notebooks to TensorFlow 1.0.0 Aurélien Geron 2017-02-17 11:51:26 +01:00
  • 146fde1127 Fix requirements.txt to simplify TensorFlow installation, and try to fix binder Aurélien Geron 2017-02-13 14:26:12 +01:00
  • ba100cde2a Replace reduce_sum by reduce_mean for MSE (rather than SSE) error. Aurélien Geron 2017-02-02 18:51:54 +01:00
  • 30ca2b86d7 Change xvfb comment Aurélien Geron 2016-11-25 09:34:55 +01:00
  • 2ed288c391 Specify exact versions and add instructions Aurélien Geron 2016-11-25 09:34:17 +01:00
  • c75080d20f Remove pip cache Aurélien Geron 2016-11-25 09:33:57 +01:00
  • 76a192606f Update Dockerfile to TensorFlow 0.11.0 Aurélien Geron 2016-11-24 21:57:26 +01:00
  • 924abd5b18 Merge branch 'master' of github.com:ageron/ml-notebooks Aurélien Geron 2016-11-24 17:23:28 +01:00
  • 3dfc9ba8b3 Add word embeddings and NLP stub Aurélien Geron 2016-11-24 17:23:11 +01:00
  • 88963e2dcc Migrate to TF 0.11.0 Aurélien Geron 2016-11-24 16:57:43 +01:00
  • 8404e51d84 Migrate to TF 0.11.0 Aurélien Geron 2016-11-24 16:52:05 +01:00
  • ccb28831cb Migrate to TensorFlow 0.11.0 Aurélien Geron 2016-11-23 09:26:19 +01:00
  • a40b278df5 Move to sklearn 0.18 Aurélien Geron 2016-11-05 18:13:54 +01:00
  • 9e414b6d64 Remove warnings and fix path in ch16 Aurélien Geron 2016-11-05 14:29:24 +01:00
  • 40c264d088 Move to sklearn 0.18 Aurélien Geron 2016-11-05 14:26:57 +01:00
  • 5ebea6604c Move to sklearn 0.18 Aurélien Geron 2016-11-05 14:26:29 +01:00
  • 6ed00af7d0 Move to sklearn 0.18 Aurélien Geron 2016-11-05 14:25:56 +01:00
  • 61f9b54cdb Upgrade chapter 2 to sklearn 0.18 and ensure python 2 and python 3 both work Aurélien Geron 2016-11-03 23:47:11 +01:00
  • dabda0f806 Fix hash() bug reported by Thiago Aurélien Geron 2016-11-03 17:47:08 +01:00
  • 6714ec2979 Add Policy Gradients and DQN to RL notebook Aurélien Geron 2016-10-23 15:32:33 +02:00
  • 572b728b89 Add gym[box2d] to Dockerfile Aurélien Geron 2016-10-12 21:52:58 +02:00
  • 9224775d79 Catch all exceptions when loading gl_info Aurélien Geron 2016-10-09 11:22:36 +02:00
  • 53398526d6 Rolling back to previous Dockerfile, cannot get xvfb to work with binder Aurélien Geron 2016-10-09 11:07:57 +02:00
  • 632a937f88 Improve Dockerfile for ageron/handson-ml Aurélien Geron 2016-10-09 11:04:45 +02:00
  • f6298cb03b Fix CartPole rendering issue in chapter 16 Aurélien Geron 2016-10-09 11:01:56 +02:00
  • a24ad685ec Use system pip and pip3, not Anaconda Aurélien Geron 2016-10-09 09:01:37 +02:00
  • 2ae7ea61d0 Run python 3 outside of a virtualenv for OpenAI gym image rendering to work Aurélien Geron 2016-10-08 23:51:14 +02:00
  • 05ffb99e10 Add reinforcement learning notebook (in progress) Aurélien Geron 2016-10-08 22:17:45 +02:00
  • 25da041cf4 Rollback Dockerfile, change failed for some reason Aurélien Geron 2016-10-08 21:45:47 +02:00
  • 88aec2c6fc Use docker image ageron/handson-ml-base which solves the issue with using OpenAI gym within Jupyter Aurélien Geron 2016-10-08 21:39:36 +02:00
  • f23154de87 Add missing import sys Aurélien Geron 2016-10-08 00:19:23 +02:00
  • 4322d018e4 Add --upgrade to pip install gym Aurélien Geron 2016-10-07 11:20:52 +02:00
  • 49bb6c7901 Update installation instructions to add OpenAI gym and Anaconda Aurélien Geron 2016-10-07 09:41:58 +02:00
  • 5b3284b0e3 Fix gym[atari] Aurélien Geron 2016-10-06 22:59:35 +02:00
  • 89ba90408d Add OpenAI gym Aurélien Geron 2016-10-06 20:24:25 +02:00
  • 4b15a6cf19 Little tweaks to beautify code in chapter 14 Aurélien Geron 2016-10-06 14:52:36 +02:00
  • 0d08368095 Minor improvement in chapter 10 Aurélien Geron 2016-10-06 14:09:17 +02:00
  • 9b5ffe0472 Add autoencoders, chapter 15 Aurélien Geron 2016-10-06 14:08:46 +02:00
  • 08ab23ae2e Fix china/flower order bug Aurélien Geron 2016-09-28 12:37:31 +02:00
  • 049df7240a Fix china/flower order bug Aurélien Geron 2016-09-28 11:30:56 +02:00
  • 1106244cfe Rename classification.ipynb to 03_classification.ipynb Aurélien Geron 2016-09-27 23:32:03 +02:00
  • d7d6c121e3 Add notebooks for chapters 5 to 14 Aurélien Geron 2016-09-27 23:31:21 +02:00
  • 68fb1971d7 Update chapters 1, 2 and 4 Aurélien Geron 2016-09-27 16:39:16 +02:00
  • 8195045f15 Point to O'Reilly book Aurélien Geron 2016-09-27 14:08:23 +02:00
  • d0aae80564 Point to the right Table of Contents extension Aurélien Geron 2016-09-27 13:08:15 +02:00
  • dd0efe8423 Point to the right Table of Contents extension Aurélien Geron 2016-09-27 12:48:06 +02:00
  • 0eff539690 Add details about nb extensions Aurélien Geron 2016-09-27 12:31:37 +02:00
  • 7e8589dfc3 Activate table of contents (2) extension Aurélien Geron 2016-09-27 12:18:29 +02:00
  • 869025b6f9 Fix jupyter extensions Aurélien Geron 2016-09-27 12:06:59 +02:00
  • aa1f84c49f Remove unecessary packages (already included in Anaconda) from Dockerfile Aurélien Geron 2016-09-27 11:33:10 +02:00
  • 92dd0a7556 Add Dockerfile to have TensorFlow on both python 2 and python 3 (crossing my fingers) Aurélien Geron 2016-09-27 11:11:39 +02:00
  • a1da2dbee6 Default to python 3.5 Aurélien Geron 2016-09-26 20:40:51 +02:00
  • ddbabc1a76 Renamed project from ml-notebooks to handson-ml Aurélien Geron 2016-09-26 20:33:14 +02:00
  • b5721714f7 Add TF models slim nets Aurélien Geron 2016-09-25 18:42:01 +02:00
  • 104bfcb8eb Update to TF 0.10.0 and ignore images in images/ directory Aurélien Geron 2016-09-25 17:48:39 +02:00
  • f657d2a85e fix PROJECT_ROOT_DIR path Aurélien Geron 2016-05-22 18:16:29 +02:00
  • 0222dd54af Add import os Aurélien Geron 2016-05-22 18:07:41 +02:00
  • 4c588afbb8 Remove link to Binder next to the 'launch binder' button, it was confusing. Aurélien Geron 2016-05-22 17:54:54 +02:00
  • 5eea71f786 Add chapters to the index Aurélien Geron 2016-05-22 17:53:16 +02:00
  • fd8fd003a5 Add images directory Aurélien Geron 2016-05-22 17:43:26 +02:00
  • 5a02922d34 Add classification notebook Aurélien Geron 2016-05-22 17:40:18 +02:00
  • 240f3d7828 Add fundamentals and training_linear_models notebooks Aurélien Geron 2016-05-22 16:01:18 +02:00