TensorFlow-Tutorials

Introduction to deep learning based on Google's TensorFlow framework. These tutorials are direct ports of Newmu's Theano Tutorials.

Topics

Dependencies

TensorFlow
Numpy
matplotlib

Name		Name	Last commit message	Last commit date
Latest commit History 152 Commits
deepLearning		deepLearning
trySaveImport		trySaveImport
.gitignore		.gitignore
.travis.yml		.travis.yml
00_multiply.py		00_multiply.py
01_linear_regression.py		01_linear_regression.py
02_logistic_regression.py		02_logistic_regression.py
03_net.py		03_net.py
04_modern_net.py		04_modern_net.py
05_convolutional_net.py		05_convolutional_net.py
06_autoenc2.py		06_autoenc2.py
06_autoenc_results.txt		06_autoenc_results.txt
06_autoencoder.py		06_autoencoder.py
07_lstm.py		07_lstm.py
08_word2vec.py		08_word2vec.py
09_tensorboard.py		09_tensorboard.py
10_save_restore_net.py		10_save_restore_net.py
BytesIO.txt		BytesIO.txt
PIL_Image.txt		PIL_Image.txt
README.md		README.md
ani-ex1.ipynb		ani-ex1.ipynb
back_propagation.txt		back_propagation.txt
backpropagation_nn_tutorials.txt		backpropagation_nn_tutorials.txt
brain_left_right.jpg		brain_left_right.jpg
centroid_guess.py		centroid_guess.py
cifar-ex1.py		cifar-ex1.py
demo1.py		demo1.py
demo2.py		demo2.py
demo_conv.py		demo_conv.py
demo_conv0.py		demo_conv0.py
demo_conv1.py		demo_conv1.py
demo_conv2.py		demo_conv2.py
demo_conv2_L1.py		demo_conv2_L1.py
demo_conv2_L2.py		demo_conv2_L2.py
demo_conv2_L3.py		demo_conv2_L3.py
demo_conv2_L4.py		demo_conv2_L4.py
demo_pyfunc.py		demo_pyfunc.py
demo_tfshape.py		demo_tfshape.py
digits.py		digits.py
err20160707.txt		err20160707.txt
ex_BytesIO.py		ex_BytesIO.py
functions.py		functions.py
gd_optimizer1.py		gd_optimizer1.py
gd_optimizer2.py		gd_optimizer2.py
generate_samples.py		generate_samples.py
img0.py		img0.py
img1.py		img1.py
img2.py		img2.py
img3.ipynb		img3.ipynb
img3.py		img3.py
input_data.py		input_data.py
ipynb_jupyter_notebook.txt		ipynb_jupyter_notebook.txt
lesson2.py		lesson2.py
lesson4.ipynb		lesson4.ipynb
lesson4.py		lesson4.py
lesson5.ipynb		lesson5.ipynb
lesson5.py		lesson5.py
lesson5.txt		lesson5.txt
lesson6.ipynb		lesson6.ipynb
lesson6.py		lesson6.py
lesson6.txt		lesson6.txt
lesson7.py		lesson7.py
lesson7.txt		lesson7.txt
lesson8-ex1.py		lesson8-ex1.py
lesson8.ipynb		lesson8.ipynb
lesson8.py		lesson8.py
lesson8.txt		lesson8.txt
lesson9.py		lesson9.py
lesson9.txt		lesson9.txt
logistic_regression		logistic_regression
mytime.py		mytime.py
np_random_binomial.txt		np_random_binomial.txt
numpy_argmax.txt		numpy_argmax.txt
numpy_indices_to_tensorflow.txt		numpy_indices_to_tensorflow.txt
pyplot_ax_off.txt		pyplot_ax_off.txt
tensorflow20160617.txt		tensorflow20160617.txt
tensorflow20160620.txt		tensorflow20160620.txt
tensorflow20160630.txt		tensorflow20160630.txt
tensorflow_Dtype.txt		tensorflow_Dtype.txt
tensorflow_LSTM_RNN.txt		tensorflow_LSTM_RNN.txt
tensorflow_Variable.txt		tensorflow_Variable.txt
tensorflow_imageOp.txt		tensorflow_imageOp.txt
tensorflow_install.txt		tensorflow_install.txt
tensorflow_links.txt		tensorflow_links.txt
tensorflow_loop.txt		tensorflow_loop.txt
tensorflow_optimizer.txt		tensorflow_optimizer.txt
tensorflow_reshape.txt		tensorflow_reshape.txt
tensorflow_rnn_cell.txt		tensorflow_rnn_cell.txt
tensorflow_split.txt		tensorflow_split.txt
tensorflow_transpose.txt		tensorflow_transpose.txt
test_arr_map.py		test_arr_map.py
test_fft.py		test_fft.py
test_import.py		test_import.py
test_lambda.py		test_lambda.py
test_optimizer.py		test_optimizer.py
test_range_0726.py		test_range_0726.py
test_restore.py		test_restore.py
test_rollaxis.py		test_rollaxis.py
test_save.py		test_save.py
test_shape.py		test_shape.py

3hdeng/TensorFlow-Tutorials

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