tango4j
diff --git a/‎.gitignore
100644100755 b/‎.gitignore
100644100755
diff --git a/‎.ipynb_checkpoints/01_tensor-checkpoint.ipynb
100644100755 b/‎.ipynb_checkpoints/01_tensor-checkpoint.ipynb
100644100755
diff --git a/‎.ipynb_checkpoints/03_computation_of_data-checkpoint.ipynb
100644100755 b/‎.ipynb_checkpoints/03_computation_of_data-checkpoint.ipynb
100644100755
diff --git a/‎INTRO.md
100644100755 b/‎INTRO.md
100644100755
diff --git a/‎MNIST_data/t10k-images-idx3-ubyte.gz
100644100755 b/‎MNIST_data/t10k-images-idx3-ubyte.gz
100644100755
diff --git a/‎MNIST_data/t10k-labels-idx1-ubyte.gz
100644100755 b/‎MNIST_data/t10k-labels-idx1-ubyte.gz
100644100755
diff --git a/‎MNIST_data/train-images-idx3-ubyte.gz
100644100755 b/‎MNIST_data/train-images-idx3-ubyte.gz
100644100755
diff --git a/‎MNIST_data/train-labels-idx1-ubyte.gz
100644100755 b/‎MNIST_data/train-labels-idx1-ubyte.gz
100644100755
diff --git a/‎README.md
100644100755 b/‎README.md
100644100755
diff --git a/‎examples/__pycache__/mnist_dataloader.cpython-35.pyc
100644100755 b/‎examples/__pycache__/mnist_dataloader.cpython-35.pyc
100644100755
diff --git a/‎examples/__pycache__/mnist_dataloader.cpython-36.pyc
100644100755 b/‎examples/__pycache__/mnist_dataloader.cpython-36.pyc
100644100755
diff --git a/‎examples/data/processed/test.pt
100644100755 b/‎examples/data/processed/test.pt
100644100755
diff --git a/‎examples/data/processed/training.pt
100644100755 b/‎examples/data/processed/training.pt
100644100755
diff --git a/‎examples/data/raw/t10k-images-idx3-ubyte
100644100755 b/‎examples/data/raw/t10k-images-idx3-ubyte
100644100755
diff --git a/‎examples/data/raw/t10k-labels-idx1-ubyte
100644100755 b/‎examples/data/raw/t10k-labels-idx1-ubyte
100644100755
diff --git a/‎examples/data/raw/train-images-idx3-ubyte
100644100755 b/‎examples/data/raw/train-images-idx3-ubyte
100644100755
diff --git a/‎examples/data/raw/train-labels-idx1-ubyte
100644100755 b/‎examples/data/raw/train-labels-idx1-ubyte
100644100755
diff --git a/‎examples/mnist_dataloader.py
100644100755 b/‎examples/mnist_dataloader.py
100644100755
diff --git a/‎examples/model.pkl
100644100755 b/‎examples/model.pkl
100644100755
diff --git a/‎examples/modern_net.py
100644100755 b/‎examples/modern_net.py
100644100755
diff --git a/‎examples/multi_gpu_version/tensorflow_mlp.py
100644100755 b/‎examples/multi_gpu_version/tensorflow_mlp.py
100644100755
diff --git a/‎examples/pytorch_mlp.py
100644100755 b/‎examples/pytorch_mlp.py
100644100755
diff --git a/‎examples/tensorflow_mlp.py
100644100755 b/‎examples/tensorflow_mlp.py
100644100755
diff --git a/‎examples/tensorflow_mlp_capio.py
100644100755 b/‎examples/tensorflow_mlp_capio.py
100644100755
diff --git a/‎examples/tmp/checkpoint
100644100755 b/‎examples/tmp/checkpoint
100644100755
diff --git a/‎examples/tmp/model.ckpt.data-00000-of-00001
100644100755 b/‎examples/tmp/model.ckpt.data-00000-of-00001
100644100755
diff --git a/‎examples/tmp/model.ckpt.index
100644100755 b/‎examples/tmp/model.ckpt.index
100644100755
diff --git a/‎examples/tmp/model.ckpt.meta
100644100755 b/‎examples/tmp/model.ckpt.meta
100644100755
diff --git a/‎ipynb/.ipynb_checkpoints/01_tensor-checkpoint.ipynb
100644100755 b/‎ipynb/.ipynb_checkpoints/01_tensor-checkpoint.ipynb
100644100755
diff --git a/‎ipynb/01_tensor.ipynb
100644100755 b/‎ipynb/01_tensor.ipynb
100644100755
diff --git a/‎ipynb/02_variable.ipynb
100644100755 b/‎ipynb/02_variable.ipynb
100644100755
diff --git a/‎ipynb/03_computation_of_data.ipynb
100644100755 b/‎ipynb/03_computation_of_data.ipynb
100644100755
diff --git a/‎markdown/01_tensor.md
100644100755
+6-12 b/‎markdown/01_tensor.md
100644100755
+6-12
diff --git a/‎markdown/02_variable.md
100644100755 b/‎markdown/02_variable.md
100644100755
diff --git a/‎markdown/03_computation_of_data.md
100644100755 b/‎markdown/03_computation_of_data.md
100644100755
@@ -133,18 +133,12 @@ Let's find out.
 ### Difference Between Special Tensors and tf.Variable (TensorFlow)  
 ### (1) tf.Variable:   
 
-- tf.Variable is **NOT** actually tensor, but rather it
-should be classified as **Variable** to avoid confusion.
-- tf.Variable is the
-only type that can be modified.
-- tf.Variable is designed for weights and bias(≠
-tf.placeholder). Not for feeding data.
-- tf.Variable is stored separately, and
-may live on a parameter server, **not in the graph**. 
-- tf.Variable should
-always be initialized before run.
-- Usually declared by [initial value],
-[dtype], [name]. (There are more arguments...)
+- tf.Variable is the only type that can be modified.
+- tf.Variable is designed for weights and bias(≠ tf.placeholder). Not for feeding data.
+- tf.Variable is **NOT** actually tensor, but rather it should be classified as **Variable** to avoid confusion.
+- tf.Variable is stored separately, and may live on a parameter server, **not in the graph**. 
+- tf.Variable should always be initialized before run.
+- Usually declared by [initial value], [dtype], [name]. (There are more arguments...)
 
 ```python
 mymat = tf.Variable([[7],[11]], tf.int16, name='cat')