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‎.gitignore‎

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.idea

‎README.md‎

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<p align="center">
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<a href="https://www.tensorflow.org/" target="_blank">
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<img width="40%" src="https://github.com/MorvanZhou/tutorials/blob/master/tensorflowTUT/logo.jpeg" style="max-width:100%;">
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</a>
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</p>
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<br>
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### If you'd like to use **PyTorch**, no worries, I made a new **PyTorch Tutorial** just like Tensorflow. Here is the link: [https://github.com/MorvanZhou/PyTorch-Tutorial](https://github.com/MorvanZhou/PyTorch-Tutorial)
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# Tensorflow 2017 Tutorials
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* Tensorflow basic
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* [Session](https://github.com/MorvanZhou/Tensorflow-Tutorial/blob/master/tutorial-contents/201_session.py)
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* [Placeholder](https://github.com/MorvanZhou/Tensorflow-Tutorial/blob/master/tutorial-contents/202_placeholder.py)
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* [Variable](https://github.com/MorvanZhou/Tensorflow-Tutorial/blob/master/tutorial-contents/203_variable.py)
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* [Activation](https://github.com/MorvanZhou/Tensorflow-Tutorial/blob/master/tutorial-contents/204_activation.py)
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* [Session](tutorial-contents/201_session.py)
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* [Placeholder](tutorial-contents/202_placeholder.py)
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* [Variable](tutorial-contents/203_variable.py)
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* [Activation](tutorial-contents/204_activation.py)
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* Build your first network
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* [Regression](https://github.com/MorvanZhou/Tensorflow-Tutorial/blob/master/tutorial-contents/301_simple_regression.py)
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* [Classification](https://github.com/MorvanZhou/Tensorflow-Tutorial/blob/master/tutorial-contents/302_simple_classification.py)
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* [Save and reload](https://github.com/MorvanZhou/Tensorflow-Tutorial/blob/master/tutorial-contents/303_save_reload.py)
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* [Optimizers](https://github.com/MorvanZhou/Tensorflow-Tutorial/blob/master/tutorial-contents/304_optimizer.py)
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* [Tensorboard](https://github.com/MorvanZhou/Tensorflow-Tutorial/blob/master/tutorial-contents/305_tensorboard.py)
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* [Dataset](https://github.com/MorvanZhou/Tensorflow-Tutorial/blob/master/tutorial-contents/306_dataset.py)
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* [Regression](tutorial-contents/301_simple_regression.py)
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* [Classification](tutorial-contents/302_simple_classification.py)
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* [Save and reload](tutorial-contents/303_save_reload.py)
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* [Optimizers](tutorial-contents/304_optimizer.py)
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* [Tensorboard](tutorial-contents/305_tensorboard.py)
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* [Dataset](tutorial-contents/306_dataset.py)
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* Advanced neural network
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* [CNN](https://github.com/MorvanZhou/Tensorflow-Tutorial/blob/master/tutorial-contents/401_CNN.py)
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* [RNN-Classification](https://github.com/MorvanZhou/Tensorflow-Tutorial/blob/master/tutorial-contents/402_RNN_classification.py)
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* [RNN-Regression](https://github.com/MorvanZhou/Tensorflow-Tutorial/blob/master/tutorial-contents/403_RNN_regression.py)
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* [AutoEncoder](https://github.com/MorvanZhou/Tensorflow-Tutorial/blob/master/tutorial-contents/404_AutoEncoder.py)
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* [DQN Reinforcement Learning](https://github.com/MorvanZhou/Tensorflow-Tutorial/blob/master/tutorial-contents/405_DQN_reinforcement_learning.py)
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* [GAN (Generative Adversarial Nets)](https://github.com/MorvanZhou/Tensorflow-Tutorial/blob/master/tutorial-contents/406_GAN.py) / [Conditional GAN](https://github.com/MorvanZhou/Tensorflow-Tutorial/blob/master/tutorial-contents/406_conditional_GAN.py)
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* [Transfer Learning](https://github.com/MorvanZhou/Tensorflow-Tutorial/blob/master/tutorial-contents/407_transfer_learning.py)
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* [CNN](tutorial-contents/401_CNN.py)
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* [RNN-Classification](tutorial-contents/402_RNN_classification.py)
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* [RNN-Regression](tutorial-contents/403_RNN_regression.py)
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* [AutoEncoder](tutorial-contents/404_AutoEncoder.py)
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* [DQN Reinforcement Learning](tutorial-contents/405_DQN_reinforcement_learning.py)
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* [GAN (Generative Adversarial Nets)](tutorial-contents/406_GAN.py) / [Conditional GAN](tutorial-contents/406_conditional_GAN.py)
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* [Transfer Learning](tutorial-contents/407_transfer_learning.py)
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* Others (WIP)
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* [Dropout](https://github.com/MorvanZhou/Tensorflow-Tutorial/blob/master/tutorial-contents/501_dropout.py)
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* [Batch Normalization](https://github.com/MorvanZhou/Tensorflow-Tutorial/blob/master/tutorial-contents/502_batch_normalization.py)
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* [Visualize Gradient Descent](https://github.com/MorvanZhou/Tensorflow-Tutorial/blob/master/tutorial-contents/503_visualize_gradient_descent.py)
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* [Distributed training](https://github.com/MorvanZhou/Tensorflow-Tutorial/blob/master/tutorial-contents/504_distributed_training.py)
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* [Dropout](tutorial-contents/501_dropout.py)
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* [Batch Normalization](tutorial-contents/502_batch_normalization.py)
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* [Visualize Gradient Descent](tutorial-contents/503_visualize_gradient_descent.py)
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* [Distributed training](tutorial-contents/504_distributed_training.py)
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### [Regression](https://github.com/MorvanZhou/Tensorflow-Tutorial/blob/master/tutorial-contents/301_simple_regression.py)
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### [Regression](tutorial-contents/301_simple_regression.py)
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<a href="https://github.com/MorvanZhou/Tensorflow-Tutorial/blob/master/tutorial-contents/301_simple_regression.py">
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<img class="course-image" src="https://morvanzhou.github.io/static/results/torch/1-1-2.gif">
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<a href="tutorial-contents/301_simple_regression.py">
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<img class="course-image" src="https://mofanpy.com/static/results/torch/1-1-2.gif">
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</a>
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### [Classification](https://github.com/MorvanZhou/Tensorflow-Tutorial/blob/master/tutorial-contents/302_simple_classification.py)
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### [Classification](tutorial-contents/302_simple_classification.py)
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<a href="https://github.com/MorvanZhou/Tensorflow-Tutorial/blob/master/tutorial-contents/302_simple_classification.py">
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<img class="course-image" src="https://morvanzhou.github.io/static/results/torch/1-1-3.gif">
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<a href="tutorial-contents/302_simple_classification.py">
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<img class="course-image" src="https://mofanpy.com/static/results/torch/1-1-3.gif">
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</a>
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### [CNN](https://github.com/MorvanZhou/Tensorflow-Tutorial/blob/master/tutorial-contents/401_CNN.py)
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<a href="https://github.com/MorvanZhou/Tensorflow-Tutorial/blob/master/tutorial-contents/401_CNN.py">
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<img class="course-image" src="https://morvanzhou.github.io/static/results/torch/4-1-2.gif" >
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### [CNN](tutorial-contents/401_CNN.py)
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<a href="tutorial-contents/401_CNN.py">
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<img class="course-image" src="https://mofanpy.com/static/results/torch/4-1-2.gif" >
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### [RNN](https://github.com/MorvanZhou/Tensorflow-Tutorial/blob/master/tutorial-contents/403_RNN_regression.py)
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### [RNN](tutorial-contents/403_RNN_regression.py)
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<a href="https://github.com/MorvanZhou/Tensorflow-Tutorial/blob/master/tutorial-contents/403_RNN_regression.py">
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<img class="course-image" src="https://morvanzhou.github.io/static/results/torch/4-3-1.gif" >
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<a href="tutorial-contents/403_RNN_regression.py">
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<img class="course-image" src="https://mofanpy.com/static/results/torch/4-3-1.gif" >
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### [Autoencoder](https://github.com/MorvanZhou/Tensorflow-Tutorial/blob/master/tutorial-contents/404_AutoEncoder.py)
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### [Autoencoder](tutorial-contents/404_AutoEncoder.py)
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<a href="https://github.com/MorvanZhou/Tensorflow-Tutorial/blob/master/tutorial-contents/404_AutoEncoder.py">
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<img class="course-image" src="https://morvanzhou.github.io/static/results/torch/4-4-1.gif" >
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<a href="tutorial-contents/404_AutoEncoder.py">
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<img class="course-image" src="https://mofanpy.com/static/results/torch/4-4-1.gif" >
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<a href="https://github.com/MorvanZhou/Tensorflow-Tutorial/blob/master/tutorial-contents/404_AutoEncoder.py">
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<img class="course-image" src="https://morvanzhou.github.io/static/results/torch/4-4-2.gif" >
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<a href="tutorial-contents/404_AutoEncoder.py">
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<img class="course-image" src="https://mofanpy.com/static/results/torch/4-4-2.gif" >
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### [GAN (Generative Adversarial Nets)](https://github.com/MorvanZhou/Tensorflow-Tutorial/blob/master/tutorial-contents/406_GAN.py)
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<a href="https://github.com/MorvanZhou/Tensorflow-Tutorial/blob/master/tutorial-contents/406_GAN.py">
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<img class="course-image" src="https://morvanzhou.github.io/static/results/torch/4-6-1.gif" >
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### [GAN (Generative Adversarial Nets)](tutorial-contents/406_GAN.py)
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<a href="tutorial-contents/406_GAN.py">
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<img class="course-image" src="https://mofanpy.com/static/results/torch/4-6-1.gif" >
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### [Dropout](https://github.com/MorvanZhou/Tensorflow-Tutorial/blob/master/tutorial-contents/501_dropout.py)
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<a href="https://github.com/MorvanZhou/Tensorflow-Tutorial/blob/master/tutorial-contents/501_dropout.py">
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<img class="course-image" src="https://morvanzhou.github.io/static/results/torch/5-3-1.gif" >
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### [Dropout](tutorial-contents/501_dropout.py)
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<a href="tutorial-contents/501_dropout.py">
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<img class="course-image" src="https://mofanpy.com/static/results/torch/5-3-1.gif" >
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### [Batch Normalization](https://github.com/MorvanZhou/Tensorflow-Tutorial/blob/master/tutorial-contents/502_batch_normalization.py)
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<a href="https://github.com/MorvanZhou/Tensorflow-Tutorial/blob/master/tutorial-contents/502_batch_normalization.py">
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<img class="course-image" src="https://morvanzhou.github.io/static/results/torch/5-4-2.gif" >
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### [Batch Normalization](tutorial-contents/502_batch_normalization.py)
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<a href="tutorial-contents/502_batch_normalization.py">
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<img class="course-image" src="https://mofanpy.com/static/results/torch/5-4-2.gif" >
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### [Visualize Gradient Descent](https://github.com/MorvanZhou/Tensorflow-Tutorial/blob/master/tutorial-contents/503_visualize_gradient_descent.py)
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<a href="https://github.com/MorvanZhou/Tensorflow-Tutorial/blob/master/tutorial-contents/503_visualize_gradient_descent.py">
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<img class="course-image" src="https://morvanzhou.github.io/static/results/tensorflow/5_15_01.gif" >
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### [Visualize Gradient Descent](tutorial-contents/503_visualize_gradient_descent.py)
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<a href="tutorial-contents/503_visualize_gradient_descent.py">
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<img class="course-image" src="https://mofanpy.com/static/results/tensorflow/5_15_01.gif" >
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# Donation
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<div>
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<a href="https://www.patreon.com/morvan">
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<img src="https://morvanzhou.github.io/static/img/support/patreon.jpg"
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<img src="https://mofanpy.com/static/img/support/patreon.jpg"
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alt="Patreon"
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height=120>
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</a>

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