《Hands-on Machine Learning with Scikit-Learn and TensorFlow》一书的pdf电子版以及代码

[{"title":"（ 90 个子文件 98.51MB ） 《Hands-on Machine Learning with Scikit-Learn and TensorFlow》一书的pdf电子版以及代码","children":[{"title":"Hands-on Machine Learning with Scikit-Learn and TensorFlow","children":[{"title":"Hands-on Machine Learning with Scikit-Learn and TensorFlow.pdf <span style='color:#111;'> 39.73MB </span>","children":null,"spread":false},{"title":"Code","children":[{"title":"index.ipynb <span style='color:#111;'> 4.54KB </span>","children":null,"spread":false},{"title":"tools_matplotlib.ipynb <span style='color:#111;'> 1.09MB </span>","children":null,"spread":false},{"title":"docker","children":[{"title":".env <span style='color:#111;'> 33B </span>","children":null,"spread":false},{"title":"bashrc.bash <span style='color:#111;'> 92B </span>","children":null,"spread":false},{"title":"Dockerfile <span style='color:#111;'> 3.50KB </span>","children":null,"spread":false},{"title":"README.md <span style='color:#111;'> 3.03KB </span>","children":null,"spread":false},{"title":"Makefile <span style='color:#111;'> 274B </span>","children":null,"spread":false},{"title":"nbdime-2-toc.patch <span style='color:#111;'> 538B </span>","children":null,"spread":false},{"title":"docker-compose.yml <span style='color:#111;'> 490B </span>","children":null,"spread":false},{"title":"nbdime-1-details.patch <span style='color:#111;'> 807B </span>","children":null,"spread":false},{"title":"jupyter_notebook_config.py <span style='color:#111;'> 706B </span>","children":null,"spread":false},{"title":"bin","children":[{"title":"nbdiff_checkpoint <span style='color:#111;'> 600B </span>","children":null,"spread":false},{"title":"rm_empty_subdirs <span style='color:#111;'> 2.14KB </span>","children":null,"spread":false},{"title":"nbclean_checkpoints <span style='color:#111;'> 4.98KB </span>","children":null,"spread":false},{"title":"tensorboard <span style='color:#111;'> 46B </span>","children":null,"spread":false}],"spread":false}],"spread":true},{"title":"10_introduction_to_artificial_neural_networks.ipynb <span style='color:#111;'> 323.39KB </span>","children":null,"spread":false},{"title":"02_end_to_end_machine_learning_project.ipynb <span style='color:#111;'> 1.33MB </span>","children":null,"spread":false},{"title":"08_dimensionality_reduction.ipynb <span style='color:#111;'> 3.55MB </span>","children":null,"spread":false},{"title":"06_decision_trees.ipynb <span style='color:#111;'> 209.55KB </span>","children":null,"spread":false},{"title":"math_linear_algebra.ipynb <span style='color:#111;'> 662.18KB </span>","children":null,"spread":false},{"title":"14_recurrent_neural_networks.ipynb <span style='color:#111;'> 671.95KB </span>","children":null,"spread":false},{"title":"images","children":[{"title":"distributed","children":[{"title":"README <span style='color:#111;'> 35B </span>","children":null,"spread":false}],"spread":true},{"title":"deep","children":[{"title":"README <span style='color:#111;'> 35B </span>","children":null,"spread":false}],"spread":false},{"title":"dim_reduction","children":[{"title":"README <span style='color:#111;'> 35B </span>","children":null,"spread":false}],"spread":false},{"title":"decision_trees","children":[{"title":"README <span style='color:#111;'> 35B </span>","children":null,"spread":false}],"spread":false},{"title":"ann","children":[{"title":"README <span style='color:#111;'> 35B </span>","children":null,"spread":false}],"spread":false},{"title":"tensorflow","children":[{"title":"README <span style='color:#111;'> 35B </span>","children":null,"spread":false}],"spread":false},{"title":"ensembles","children":[{"title":"README <span style='color:#111;'> 35B </span>","children":null,"spread":false}],"spread":false},{"title":"end_to_end_project","children":[{"title":"california.png <span style='color:#111;'> 9.80KB </span>","children":null,"spread":false},{"title":"README <span style='color:#111;'> 35B </span>","children":null,"spread":false}],"spread":false},{"title":"cnn","children":[{"title":"README <span style='color:#111;'> 35B </span>","children":null,"spread":false},{"title":"test_image.png <span style='color:#111;'> 177.56KB </span>","children":null,"spread":false}],"spread":false},{"title":"svm","children":[{"title":"README <span style='color:#111;'> 35B </span>","children":null,"spread":false}],"spread":false},{"title":"training_linear_models","children":[{"title":"README <span style='color:#111;'> 35B </span>","children":null,"spread":false}],"spread":false},{"title":"autoencoders","children":[{"title":"README <span style='color:#111;'> 35B </span>","children":null,"spread":false}],"spread":false},{"title":"rnn","children":[{"title":"README <span style='color:#111;'> 35B </span>","children":null,"spread":false}],"spread":false},{"title":"classification","children":[{"title":"README <span style='color:#111;'> 35B </span>","children":null,"spread":false}],"spread":false},{"title":"fundamentals","children":[{"title":"README <span style='color:#111;'> 35B </span>","children":null,"spread":false}],"spread":false},{"title":"rl","children":[{"title":"README <span style='color:#111;'> 35B </span>","children":null,"spread":false}],"spread":false}],"spread":false},{"title":"03_classification.ipynb <span style='color:#111;'> 448.05KB </span>","children":null,"spread":false},{"title":"13_convolutional_neural_networks.ipynb <span style='color:#111;'> 4.75MB </span>","children":null,"spread":false},{"title":"09_up_and_running_with_tensorflow.ipynb <span style='color:#111;'> 234.94KB </span>","children":null,"spread":false},{"title":"extra_capsnets.ipynb <span style='color:#111;'> 244.75KB </span>","children":null,"spread":false},{"title":"16_reinforcement_learning.ipynb <span style='color:#111;'> 1.26MB </span>","children":null,"spread":false},{"title":"requirements.txt <span style='color:#111;'> 1.39KB </span>","children":null,"spread":false},{"title":"15_autoencoders.ipynb <span style='color:#111;'> 343.68KB </span>","children":null,"spread":false},{"title":"datasets","children":[{"title":"lifesat","children":[{"title":"README.md <span style='color:#111;'> 4.30KB </span>","children":null,"spread":false},{"title":"gdp_per_capita.csv <span style='color:#111;'> 35.47KB </span>","children":null,"spread":false},{"title":"oecd_bli_2015.csv <span style='color:#111;'> 395.96KB </span>","children":null,"spread":false}],"spread":false},{"title":"inception","children":[{"title":"imagenet_class_names.txt <span style='color:#111;'> 31.91KB </span>","children":null,"spread":false}],"spread":false},{"title":"housing","children":[{"title":"housing.tgz <span style='color:#111;'> 399.89KB </span>","children":null,"spread":false},{"title":"README.md <span style='color:#111;'> 3.65KB </span>","children":null,"spread":false},{"title":"housing.csv <span style='color:#111;'> 1.38MB </span>","children":null,"spread":false}],"spread":false}],"spread":false},{"title":"04_training_linear_models.ipynb <span style='color:#111;'> 884.18KB </span>","children":null,"spread":false},{"title":"LICENSE <span style='color:#111;'> 10.11KB </span>","children":null,"spread":false},{"title":"05_support_vector_machines.ipynb <span style='color:#111;'> 915.28KB </span>","children":null,"spread":false},{"title":"book_equations.ipynb <span style='color:#111;'> 49.24KB </span>","children":null,"spread":false},{"title":"README.md <span style='color:#111;'> 8.56KB </span>","children":null,"spread":false},{"title":".git","children":[{"title":"logs","children":[{"title":"HEAD <span style='color:#111;'> 175B </span>","children":null,"spread":false},{"title":"refs","children":[{"title":"heads","children":[{"title":"master <span style='color:#111;'> 175B </span>","children":null,"spread":false}],"spread":false},{"title":"remotes","children":[{"title":"origin","children":[{"title":"HEAD <span style='color:#111;'> 175B </span>","children":null,"spread":false}],"spread":false}],"spread":false}],"spread":false}],"spread":false},{"title":"packed-refs <span style='color:#111;'> 114B </span>","children":null,"spread":false},{"title":"info","children":[{"title":"exclude <span style='color:#111;'> 240B </span>","children":null,"spread":false}],"spread":false},{"title":"index <span style='color:#111;'> 6.66KB </span>","children":null,"spread":false},{"title":"objects","children":[{"title":"pack","children":[{"title":"pack-957dcfa175fdebfad307a82ae34c8d5f84c7587c.pack <span style='color:#111;'> 52.77MB </span>","children":null,"spread":false},{"title":"pack-957dcfa175fdebfad307a82ae34c8d5f84c7587c.idx <span style='color:#111;'> 27.98KB </span>","children":null,"spread":false}],"spread":false},{"title":"info","children":null,"spread":false}],"spread":false},{"title":"HEAD <span style='color:#111;'> 23B </span>","children":null,"spread":false},{"title":"config <span style='color:#111;'> 299B </span>","children":null,"spread":false},{"title":"refs","children":[{"title":"heads","children":[{"title":"master <span style='color:#111;'> 41B </span>","children":null,"spread":false}],"spread":false},{"title":"tags","children":null,"spread":false},{"title":"remotes","children":[{"title":"origin","children":[{"title":"HEAD <span style='color:#111;'> 32B </span>","children":null,"spread":false}],"spread":false}],"spread":false}],"spread":false},{"title":"hooks","children":[{"title":"pre-applypatch.sample <span style='color:#111;'> 424B </span>","children":null,"spread":false},{"title":"pre-push.sample <span style='color:#111;'> 1.32KB </span>","children":null,"spread":false},{"title":"commit-msg.sample <span style='color:#111;'> 896B </span>","children":null,"spread":false},{"title":"pre-commit.sample <span style='color:#111;'> 1.60KB </span>","children":null,"spread":false},{"title":"applypatch-msg.sample <span style='color:#111;'> 478B </span>","children":null,"spread":false},{"title":"prepare-commit-msg.sample <span style='color:#111;'> 1.46KB </span>","children":null,"spread":false},{"title":"update.sample <span style='color:#111;'> 3.53KB </span>","children":null,"spread":false},{"title":"fsmonitor-watchman.sample <span style='color:#111;'> 3.42KB </span>","children":null,"spread":false},{"title":"post-update.sample <span style='color:#111;'> 189B </span>","children":null,"spread":false},{"title":"pre-rebase.sample <span style='color:#111;'> 4.78KB </span>","children":null,"spread":false},{"title":"pre-receive.sample <span style='color:#111;'> 544B </span>","children":null,"spread":false}],"spread":false},{"title":"description <span style='color:#111;'> 73B </span>","children":null,"spread":false}],"spread":false},{"title":"01_the_machine_learning_landscape.ipynb <span style='color:#111;'> 281.00KB </span>","children":null,"spread":false},{"title":"07_ensemble_learning_and_random_forests.ipynb <span style='color:#111;'> 528.54KB </span>","children":null,"spread":false},{"title":"12_distributed_tensorflow.ipynb <span style='color:#111;'> 17.34KB </span>","children":null,"spread":false},{"title":"11_deep_learning.ipynb <span style='color:#111;'> 512.56KB </span>","children":null,"spread":false},{"title":".gitignore <span style='color:#111;'> 156B </span>","children":null,"spread":false},{"title":"tools_numpy.ipynb <span style='color:#111;'> 625.48KB </span>","children":null,"spread":false},{"title":"tools_pandas.ipynb <span style='color:#111;'> 453.34KB </span>","children":null,"spread":false}],"spread":false}],"spread":true}],"spread":true}]