@@ -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 )
@@ -31,7 +31,7 @@ The whole content was written in Ipython Notebook then converted into MarkDown.
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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 )
@@ -41,7 +41,7 @@ The whole content was written in Ipython Notebook then converted into MarkDown.
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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 )
@@ -51,7 +51,7 @@ The whole content was written in Ipython Notebook then converted into MarkDown.
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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 )
@@ -61,14 +61,14 @@ The whole content was written in Ipython Notebook then converted into MarkDown.
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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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