深度学习讲义以及源码.zip （194个子文件） 
bashrc.bash 92B config 309B housing.csv 1.38MB oecd_bli_2015.csv 396KB gdp_per_capita.csv 35KB wdbc.data 121KB wine.data 11KB wine.data 11KB wine.data 11KB iris.data 4KB description 73B Dockerfile 4KB .env 33B exclude 240B .gitignore 1KB .gitignore 212B HEAD 198B HEAD 198B HEAD 32B HEAD 23B pack-4240ebdc897842241056747c1666940572f78400.idx 36KB index 7KB ch01.ipynb 11.05MB 5.4-visualizing-what-convnets-learn.ipynb 6.68MB 08_dimensionality_reduction.ipynb 5.5MB ch12.ipynb 5.16MB 13_convolutional_neural_networks.ipynb 4.75MB ch16.ipynb 4.63MB ch02.ipynb 4.22MB ch15.ipynb 4.04MB ch06.ipynb 3.72MB ch03.ipynb 3.29MB ch07.ipynb 2.94MB ch10.ipynb 2.8MB 11_deep_learning.ipynb 1.89MB ch04.ipynb 1.77MB ch14.ipynb 1.37MB 16_reinforcement_learning.ipynb 1.36MB ch13.ipynb 1.36MB 02_end_to_end_machine_learning_project.ipynb 1.29MB ch09.ipynb 1.15MB tools_matplotlib.ipynb 1.09MB ch05.ipynb 944KB 05_support_vector_machines.ipynb 896KB ch11.ipynb 853KB 04_training_linear_models.ipynb 834KB 14_recurrent_neural_networks.ipynb 662KB math_linear_algebra.ipynb 662KB tools_numpy.ipynb 625KB 07_ensemble_learning_and_random_forests.ipynb 543KB tools_pandas.ipynb 453KB 03_classification.ipynb 441KB 5.2-using-convnets-with-small-datasets.ipynb 421KB 8.3-neural-style-transfer.ipynb 405KB 15_autoencoders.ipynb 344KB 10_introduction_to_artificial_neural_networks.ipynb 315KB extra_gradient_descent_comparison.ipynb 304KB extra_capsnets-cn.ipynb 294KB 01_the_machine_learning_landscape.ipynb 281KB 8.4-generating-images-with-vaes.ipynb 277KB extra_capsnets.ipynb 253KB 5.3-using-a-pretrained-convnet.ipynb 228KB 09_up_and_running_with_tensorflow.ipynb 202KB 06_decision_trees.ipynb 200KB 6.3-advanced-usage-of-recurrent-neural-networks.ipynb 199KB 8.2-deep-dream.ipynb 196KB 8.1-text-generation-with-lstm.ipynb 157KB 8.5-introduction-to-gans.ipynb 144KB 4.4-overfitting-and-underfitting.ipynb 104KB 6.4-sequence-processing-with-convnets.ipynb 92KB 6.1-using-word-embeddings.ipynb 92KB 6.2-understanding-recurrent-neural-networks.ipynb 83KB 3.7-predicting-house-prices.ipynb 69KB 3.5-classifying-movie-reviews.ipynb 68KB 3.6-classifying-newswires.ipynb 62KB extra_tensorflow_reproducibility.ipynb 57KB ch08.ipynb 55KB book_equations.ipynb 49KB extra_autodiff.ipynb 33KB 12_distributed_tensorflow.ipynb 25KB 2.1-a-first-look-at-a-neural-network.ipynb 14KB 5.1-introduction-to-convnets.ipynb 11KB 6.1-one-hot-encoding-of-words-or-characters.ipynb 9KB index.ipynb 5KB
cover_1 copy.jpg 134KB cover_1.jpg 134KB cover-german.jpg 62KB cover-japanese.jpg 37KB LICENSE 10KB LICENSE 1KB Makefile 274B master 198B master 41B README.md 9KB README.md 8KB README.md 5KB README.md 4KB README.md 4KB README.md 4KB README.md 4KB共 194 条
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