ageron/handson-ml2

⛔️ DEPRECATED – See https://github.com/ageron/handson-ml3 or handson-mlp instead.

29925 0 0 Jupyter Notebook

1 branch

	.github
	datasets
	docker
	images
	.gitignore		273 B
	01_the_machine_learning_landscape.ipynb		316.0 KB
	02_end_to_end_machine_learning_project.ipynb		1.3 MB
	03_classification.ipynb		800.6 KB
	04_training_linear_models.ipynb		745.9 KB
	05_support_vector_machines.ipynb		848.2 KB
	06_decision_trees.ipynb		211.8 KB
	07_ensemble_learning_and_random_forests.ipynb		521.9 KB
	08_dimensionality_reduction.ipynb		3.6 MB
	09_unsupervised_learning.ipynb		3.8 MB
	10_neural_nets_with_keras.ipynb		443.8 KB
	11_training_deep_neural_networks.ipynb		382.1 KB
	12_custom_models_and_training_with_tensorflow.ipynb		184.7 KB
	13_loading_and_preprocessing_data.ipynb		548.8 KB
	14_deep_computer_vision_with_cnns.ipynb		4.2 MB
	15_processing_sequences_using_rnns_and_cnns.ipynb		1.2 MB
	16_nlp_with_rnns_and_attention.ipynb		253.2 KB
	17_autoencoders_and_gans.ipynb		6.3 MB
	18_reinforcement_learning.ipynb		379.2 KB
	19_training_and_deploying_at_scale.ipynb		70.9 KB
	apt.txt		129 B
	book_equations.pdf		992.5 KB
	changes_in_2nd_edition.md		9.4 KB
	environment.yml		2.8 KB
	extra_autodiff.ipynb		32.2 KB
	extra_gradient_descent_comparison.ipynb		303.6 KB
	index.ipynb		5.5 KB
	INSTALL.md		6.1 KB
	LICENSE		9.9 KB
	math_differential_calculus.ipynb		593.2 KB
	math_linear_algebra.ipynb		658.1 KB
	ml-project-checklist.md		7.5 KB
	README.md		5.6 KB
	requirements.txt		2.5 KB
	tools_matplotlib.ipynb		3.4 MB
	tools_numpy.ipynb		615.9 KB
	tools_pandas.ipynb		444.3 KB