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文件名称:DeepLearningTutorials-master

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    2015-04-02
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    5.98mb
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深入学习是机器学习研究的一个新领域,已介绍了移动机器学习的目标更接近原来的目标之一:人工智能。深度学习学习多个水平的代表性和抽象,帮助理解数据(如图像、声音和文字。本文提供的教程将向您介绍一些最重要的深度学习算法,还将向您展示如何使用Theano运行它们。Theano是一个python库,使写作深度学习模型简单,并提供培训在GPU的选项。-run them using Theano. Theano is a python library that makes writing deep learning models easy, and gives the option of training them on a GPU.
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下载文件列表

DeepLearningTutorials-master/
DeepLearningTutorials-master/.gitignore
DeepLearningTutorials-master/.hgignore
DeepLearningTutorials-master/.travis.yml
DeepLearningTutorials-master/README.rst
DeepLearningTutorials-master/code/
DeepLearningTutorials-master/code/DBN.py
DeepLearningTutorials-master/code/SdA.py
DeepLearningTutorials-master/code/cA.py
DeepLearningTutorials-master/code/convolutional_mlp.py
DeepLearningTutorials-master/code/dA.py
DeepLearningTutorials-master/code/hmc/
DeepLearningTutorials-master/code/hmc/__init__.py
DeepLearningTutorials-master/code/hmc/hmc.py
DeepLearningTutorials-master/code/hmc/test_hmc.py
DeepLearningTutorials-master/code/imdb.py
DeepLearningTutorials-master/code/imdb_preprocess.py
DeepLearningTutorials-master/code/logistic_cg.py
DeepLearningTutorials-master/code/logistic_sgd.py
DeepLearningTutorials-master/code/lstm.py
DeepLearningTutorials-master/code/mlp.py
DeepLearningTutorials-master/code/rbm.py
DeepLearningTutorials-master/code/rnnrbm.py
DeepLearningTutorials-master/code/rnnslu.py
DeepLearningTutorials-master/code/test.py
DeepLearningTutorials-master/code/utils.py
DeepLearningTutorials-master/data/
DeepLearningTutorials-master/data/download.sh
DeepLearningTutorials-master/data/training_colorpatches_16x16_demo.mat
DeepLearningTutorials-master/doc/
DeepLearningTutorials-master/doc/.templates/
DeepLearningTutorials-master/doc/.templates/layout.html
DeepLearningTutorials-master/doc/DBN.txt
DeepLearningTutorials-master/doc/LICENSE.txt
DeepLearningTutorials-master/doc/Makefile
DeepLearningTutorials-master/doc/SdA.txt
DeepLearningTutorials-master/doc/conf.py
DeepLearningTutorials-master/doc/contents.txt
DeepLearningTutorials-master/doc/dA.txt
DeepLearningTutorials-master/doc/deep.txt
DeepLearningTutorials-master/doc/gettingstarted.txt
DeepLearningTutorials-master/doc/hmc.txt
DeepLearningTutorials-master/doc/images/
DeepLearningTutorials-master/doc/images/3wolfmoon.jpg
DeepLearningTutorials-master/doc/images/3wolfmoon_output.png
DeepLearningTutorials-master/doc/images/DBN3.png
DeepLearningTutorials-master/doc/images/bm.png
DeepLearningTutorials-master/doc/images/cnn_explained.png
DeepLearningTutorials-master/doc/images/conv_1D_nn.png
DeepLearningTutorials-master/doc/images/filters_at_epoch_14.png
DeepLearningTutorials-master/doc/images/filters_corruption_0.png
DeepLearningTutorials-master/doc/images/filters_corruption_30.png
DeepLearningTutorials-master/doc/images/lstm.png
DeepLearningTutorials-master/doc/images/lstm_memorycell.png
DeepLearningTutorials-master/doc/images/markov_chain.png
DeepLearningTutorials-master/doc/images/mlp.png
DeepLearningTutorials-master/doc/images/mnist_0.png
DeepLearningTutorials-master/doc/images/mnist_1.png
DeepLearningTutorials-master/doc/images/mnist_2.png
DeepLearningTutorials-master/doc/images/mnist_3.png
DeepLearningTutorials-master/doc/images/mnist_4.png
DeepLearningTutorials-master/doc/images/mnist_5.png
DeepLearningTutorials-master/doc/images/mylenet.png
DeepLearningTutorials-master/doc/images/rbm.png
DeepLearningTutorials-master/doc/images/rnnrbm.png
DeepLearningTutorials-master/doc/images/rnnrbm.svg
DeepLearningTutorials-master/doc/images/sample1.png
DeepLearningTutorials-master/doc/images/sample2.png
DeepLearningTutorials-master/doc/images/samples.png
DeepLearningTutorials-master/doc/images/sparse_1D_nn.png
DeepLearningTutorials-master/doc/index.txt
DeepLearningTutorials-master/doc/lenet.txt
DeepLearningTutorials-master/doc/logreg.txt
DeepLearningTutorials-master/doc/lstm.txt
DeepLearningTutorials-master/doc/mlp.txt
DeepLearningTutorials-master/doc/rbm.txt
DeepLearningTutorials-master/doc/references.txt
DeepLearningTutorials-master/doc/rnnrbm.txt
DeepLearningTutorials-master/doc/rnnslu.txt
DeepLearningTutorials-master/doc/scripts/
DeepLearningTutorials-master/doc/scripts/docgen.py
DeepLearningTutorials-master/doc/utilities.txt
DeepLearningTutorials-master/issues_closed/
DeepLearningTutorials-master/issues_closed/2_RBM_cost_fn.txt
DeepLearningTutorials-master/issues_open/
DeepLearningTutorials-master/issues_open/1_SdA_performance.txt
DeepLearningTutorials-master/issues_open/3_RBM_scan_GPU.txt
DeepLearningTutorials-master/issues_open/4_RBM_scan.txt
DeepLearningTutorials-master/issues_open/5_results.txt
DeepLearningTutorials-master/issues_open/6_benchmarking_pybrain.txt
DeepLearningTutorials-master/misc/
DeepLearningTutorials-master/misc/do_nightly_build

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