tutorials

TensorFlow Tutorials

This directory is used for learning TensorFlow.

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Contents

1. Installation
2. Basic Classification
3. Movan's Tutorial (Credits to Morvan)
   1. Getting Start
   2. TensorFlow Session
   3. TensroFlow Variable
   4. TensorFlow Placeholder
   5. Add Layer in TensorFlow
   6. Visualize in TensorFlow
   7. Using TensorBoard
   8. Classification with TensorFlow
   9. Solving Overfitting via Dropout
   10. CNN in TensorFlow
   11. TensorFlow Saver
   12. RNN in TensorFlow
   13. Autoencoder in TensorFlow
   14. TensorFlow Scope
   15. Batch Normalization in TensorFlow
   16. Visualize Gradient Descent in TensorFlow
   17. Transfer Learning in TensorFlow

(To be updated.)

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References

• TensorFlow Offical
• TensorFlow Official - Tutorial
• GitHub - tensorFlow/tensorflow
• GitHub - tensorflow/models
• GitHub - tendorflow/datasets
• 莫烦PYTHON - TensorFlow