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@@ -9,7 +9,7 @@ The whole content was written in Ipython Notebook then converted into MarkDown.
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[**01. Tensor**](https://github.com/tango4j/tensorflow-vs-pytorch#01-tensor)
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>[[TensorFlow] - Tensors and special type of tensors](https://github.com/tango4j/tensorflow-vs-pytorch#tensorflow-tensors-and-special-type-of-tensors)
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> [1. The Concept of Tensor](https://github.com/tango4j/tensorflow-vs-pytorch#01-tensor)
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> [**1. The Concept of Tensor**](https://github.com/tango4j/tensorflow-vs-pytorch#01-tensor)
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>> [(1) What is TensorFlow "Tensor" ?](https://github.com/tango4j/tensorflow-vs-pytorch#1-what-is-tensorflow-tensor-)
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>> [(2) Special type Tensors](https://github.com/tango4j/tensorflow-vs-pytorch#2-special-type-tensors)
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>>[(3) What does torch.autograd.Variable contain?](https://github.com/tango4j/tensorflow-vs-pytorch#3-what-does-torchautogradvariable-contain)
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>>[(4) Backpropagation with dynamic graph](https://github.com/tango4j/tensorflow-vs-pytorch#4-backpropagation-with-dynamic-graph)
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>[2. Tensor Numpy Conversion](https://github.com/tango4j/tensorflow-vs-pytorch#2-tensor-numpy-conversion)
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>[**2. Tensor Numpy Conversion**](https://github.com/tango4j/tensorflow-vs-pytorch#2-tensor-numpy-conversion)
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>[[TensorFlow] tf.convert_to_tensor or .eval()](https://github.com/tango4j/tensorflow-vs-pytorch#tensorflow-tfconvert_to_tensor-or-eval)
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>>[Numpy to tf.Tensor](https://github.com/tango4j/tensorflow-vs-pytorch#numpy-to-tftensor)
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>>[Numpy to torch.Tensor](https://github.com/tango4j/tensorflow-vs-pytorch#numpy-to-torchtensor)
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>>[torch.Tensor to Numpy](https://github.com/tango4j/tensorflow-vs-pytorch#torchtensor-to-numpy)
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> [3. Indentifying The Dimension](https://github.com/tango4j/tensorflow-vs-pytorch#3-indentifying-the-dimension)
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> [**3. Indentifying The Dimension**](https://github.com/tango4j/tensorflow-vs-pytorch#3-indentifying-the-dimension)
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> [[TensorFlow] .shape or tf.rank() followed by .eval()](https://github.com/tango4j/tensorflow-vs-pytorch#tensorflow-shape-or-tfrank-followed-by-eval)
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>> [.shape variable in TensorFlow](https://github.com/tango4j/tensorflow-vs-pytorch#shape-variable-in-tensorflow)
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>>[Automatically Displayed PyTorch Tensor Dimension](https://github.com/tango4j/tensorflow-vs-pytorch#automatically-displayed-pytorch-tensor-dimension)
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>>[.shape variable in PyTorch](https://github.com/tango4j/tensorflow-vs-pytorch#shape-variable-in-pytorch)
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>[4. Shaping the Tensor Variables](https://github.com/tango4j/tensorflow-vs-pytorch#4-shaping-the-tensor-variables)
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>[**4. Shaping the Tensor Variables**](https://github.com/tango4j/tensorflow-vs-pytorch#4-shaping-the-tensor-variables)
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>[[TensorFlow] tf.reshape](https://github.com/tango4j/tensorflow-vs-pytorch#tensorflow-tfreshape)
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>>[Reshape tf.Tensor with tf.reshape](https://github.com/tango4j/tensorflow-vs-pytorch#reshape-tftensor-with-tfreshape)
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>> [Handling the Rest of Dimension with "-1"](https://github.com/tango4j/tensorflow-vs-pytorch#handling-the-rest-of-dimension-with--1-1)
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>> [Copy the Dimension of other PyTorch Tensor .view_as()](https://github.com/tango4j/tensorflow-vs-pytorch#copy-the-dimension-of-other-pytorch-tensor-view_as)
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> [5. Shaping the Tensor Variables](https://github.com/tango4j/tensorflow-vs-pytorch#4-shaping-the-tensor-variables)
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> [**5. Shaping the Tensor Variables**](https://github.com/tango4j/tensorflow-vs-pytorch#4-shaping-the-tensor-variables)
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> [6. Datatype Conversion](https://github.com/tango4j/tensorflow-vs-pytorch#5-datatype-conversion)
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> [**6. Datatype Conversion**](https://github.com/tango4j/tensorflow-vs-pytorch#5-datatype-conversion)
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> [7. Printing Variables](https://github.com/tango4j/tensorflow-vs-pytorch#6-printing-variables)
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> [**7. Printing Variables**](https://github.com/tango4j/tensorflow-vs-pytorch#6-printing-variables)
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[**02. Variable**](https://github.com/tango4j/tensorflow-vs-pytorch#02-variables-)
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>[1. Creating a Variable](https://github.com/tango4j/tensorflow-vs-pytorch#1-creating-a-variable)
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>[**1. Creating a Variable**](https://github.com/tango4j/tensorflow-vs-pytorch#1-creating-a-variable)
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>[[TensorFlow]](https://github.com/tango4j/tensorflow-vs-pytorch#tensorflow)
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>>[Method 1: tf.get_variable()](https://github.com/tango4j/tensorflow-vs-pytorch#method-1-tfget_variable)
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>>[Method 2: tf.Variable](https://github.com/tango4j/tensorflow-vs-pytorch#method-2-tfvariable)

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