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Commits on Oct 18, 2021

• Fix 'Open in Kaggle' link

  ageron

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Commits on Oct 17, 2021

• Fix off-by-one error, fixes ageron#487

  ageron

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Commits on Oct 2, 2021

• Add some section headers

  ageron

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Commits on May 25, 2021

• Replace 'Open in Colab' button

  ageron

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• Update 04_training_linear_models.ipynb

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  pizzaz93

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• Update 04_training_linear_models.ipynb

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Commits on May 24, 2021

• Update 04_training_linear_models.ipynb

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Commits on Mar 2, 2021

• Merge pull request ageron#229 from ibeauregard/changes-chap4

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  ageron

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• Compute the losses only when needed

  ageron

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Commits on Feb 14, 2021

• Update libraries to latest version, including TensorFlow 2.4.1 and Scikit-Learn 0.24.1

  ageron

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Commits on Aug 15, 2020

• Remove useless code

  ibeauregard

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Commits on Jul 6, 2020

• Fix early stopping example, fixes ageron#190

  ageron

  committed
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• Fix early stopping example, fixes ageron#190

  ageron

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Commits on Apr 6, 2020

• Update notebooks to latest nbformat

  ageron

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Commits on Nov 5, 2019

• Make notebooks 1 to 9 runnable in Colab without changes

  ageron

  committed
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Commits on Aug 12, 2019

• Iris-Virginica => Iris virginica (& same for versicolor and setosa)

  ageron

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Commits on May 9, 2019

• Clarify figure 4-19

  ageron

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Commits on May 6, 2019

• Rename figure

  ageron

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Commits on Apr 15, 2019

• Crop long outputs so they show up nicer on github.com

  ageron

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Commits on Jan 22, 2019

• Remove warnings about old 1st edition code changes

  ageron

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Commits on Jan 21, 2019

• Create image directory and check for sklearn >= 0.20

  ageron

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Commits on Jan 18, 2019

• Update all notebooks assuming we are all in the future now: sklearn 0.20+, python 3.5+, TF 2.0 preview

  ageron

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Commits on Jan 16, 2019

• Drop Python 2 (woohoo!) and import matplotlib as mpl

  ageron

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Commits on Dec 21, 2018

• Update notebooks 1 to 8 to latest library versions (in particular Scikit-Learn 0.20)

  ageron

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Commits on Mar 15, 2018

• mean_squared_error(y_true, y_pred) instead of (y_pred, y_true), for clarity (result unchanged). Fixes ageron#158

  ageron

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• LinearRegression is based on SVD, not the Normal Equation (fixes ageron#184), also fixes ageron#179 (mini-batch gradient descent), and updates matplotlib code to latest version.

  ageron

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Commits on Feb 21, 2018

• Remove duplicate code in notebook for chapter 4, fixed ageron#180

  ageron

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Commits on Jan 30, 2018

• add params for avoiding warn and improving perf.

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Commits on Dec 8, 2017

• Replace n_inputs with n_outputs, fixes ageron#125

  ageron

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Commits on Sep 18, 2017

• Merge pull request ageron#77 from jasrys/master

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Commits on Sep 15, 2017

• Scikit-Learn 0.19 expects lists in Pipelines, not tuples

  ageron

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Commits on Aug 19, 2017

• Fix typos

  jasrys

  committed
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Commits on Jun 6, 2017

• Use 'np.random' rather than 'import numpy.random as rnd', and add random_state to make notebook's output constant

  ageron

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Commits on May 29, 2017

• Add exercise solution for chapter 4

  ageron

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Commits on Feb 17, 2017

• Versicolor instead of Versicolour

  ageron

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