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# tensorflow-vs-pytorch
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A comparative study of TensorFlow vs PyTorch.
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This repository aims for comparative analysis of TensorFlow vs PyTorch, for those who want to learn TensorFlow while already familiar with PyTorch or vice versa.
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## Important Updates
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**TensorFlow** .
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[Eager Excution](https://www.tensorflow.org/guide/eager) (Dynamic graph)
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**TensorFlow**
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[Eager Excution(Oct 17, 2018)](https://www.tensorflow.org/guide/eager) (Dynamic graph)
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Tensorflow also launches a dynamic graph framework which enables define by run.
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**Pytorch**
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Variable is merged into Tensor. [Link](https://pytorch.org/blog/pytorch-0_4_0-migration-guide).
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**Pytorch**
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[Pytorch 4.0 Migraction (Apr 22, 2018)](https://pytorch.org/blog/pytorch-0_4_0-migration-guide). Variable is merged into Tensor.
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Currently, torch.Variable returns torch.tensor and torch.tensor can function as old torch.Variable.
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| | TensorFlow | PyTorch |
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|---------------|------------------------------------------------------|----------------------------------------------------|
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| | [Numpy to tf.Tensor](https://github.com/tango4j/tensorflow-vs-pytorch#numpy-to-tftensor) | Define-by-run |
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| | [Numpy to tf.Tensor](https://github.com/tango4j/tensorflow-vs-pytorch#numpy-to-tftensor) | [Numpy to torch.Tensor](https://github.com/tango4j/tensorflow-vs-pytorch#numpy-to-torchtensor) |
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## TABLE OF CONTENTS

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