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Commits on Jun 4, 2024

• Update code to latest version of Pandas, fixes #633

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Commits on Jun 3, 2024

• Merge branch 'main' of github.com:ageron/handson-ml3

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• Add notebook extra_ann_architectures.ipynb

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Commits on May 31, 2024

• Merge pull request ageron#126 from dlams/main

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Commits on Mar 20, 2024

• Fix typo in docker/README.md

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Commits on Jan 31, 2024

• Reverse increasing/decreasing learning rate in solution to exercises 6 and 7, fixes ageron#117

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• Rename svm_clf to svm_reg in chapter 5 exercise, fixes ageron#120

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Commits on Jan 30, 2024

• Replace jupyter notebook with jupyter lab in docker-compose.yml

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• Replace gym with gymnasium

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Commits on Jan 19, 2024

• Remove a warning when computing left_proba

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Commits on Jan 18, 2024

• Replace OpenAI Gym with Gymnasium and fix box-2d installation bug

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Commits on Jan 10, 2024

• Do not reuse optimizer from previous model

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Commits on Nov 16, 2023

• Remove tensorboard.dev code examples since the service will shut down in December 2023

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Commits on Nov 15, 2023

• Add missing math import and n_epochs = 20

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• Reorganize the scheduler section to focus on Keras schedulers

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Commits on Nov 14, 2023

• Set dual=True in LinearSVC and LinearSVR to avoid warning

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• Use AdamW from tf.keras.optimizers instead of TensorFlow-Addons

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• Update libraries

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• Add a note about the fact that KMeans init changed in Scikit-Learn 1.3 so results will differ

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• Rename sparse to sparse_output in OneHotEncoder, set numeric_only=True in corr(), set n_init=10 in KMeans

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• Fix typo

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• Set n_init explicitly when creating KMeans or MiniBatchKMeans, to avoid warning

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• Rename sparse to sparse_output in OneHotEncoder

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• Add parser='auto' to fetch_openml(), and normalized_stress=False to MDS(), to avoid warnings

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Commits on Nov 13, 2023

• Add dual=True to LinearSVC and parser='auto' to fetch_openml

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• Replace float('inf') with large value 1e100 since inf now causes an error

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Commits on Sep 4, 2023

• No longer need super.build() or self.built = True in build() method; also update custom optimizer section and use tf.keras.utils.set_random_seed() instead of tf.random.set_seed()

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Commits on Feb 18, 2023

• Merge branch 'main' of github.com:ageron/handson-ml3

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• Rename scipy.stats.reciprocal with loguniform, fixes ageron#44

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• Merge pull request ageron#46 from rickiepark/main

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Commits on Feb 17, 2023

• change pandas_in_out=True to transform_output="pandas"

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Commits on Feb 4, 2023

• Fix determinant description to match the example

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Commits on Jan 6, 2023

• Thanks to Google for the GCP credits

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Commits on Oct 20, 2022

• Clarify which sections are now online

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• Remove changes_in_2nd_edition.md, available in ageron/handson-ml2

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