Fix TensorFlow tf.get_variable() TypeError: must be str, not list – TensorFlow Tutorial
You may encounter TypeError: must be str, not list when using tf.get_variable(). In this tutorial, we will introduce you how to fix this type error.
TensorFlow Tutorials and Examples for Beginners
TensorFlow is an open source platform for machine learning from Google. It can make us to build some AI applications easily. It is a popular deep learning platform in word.
In this page, we write some tutorials and examples on how to use tensorflow, you can build some AI applications by following our tutorials and examples.
Compare a Scalar with a Tensor in TensorFlow: A Beginner Guide – TensorFlow Tutorial
Can we compare a scalar with a tensor in tensorflow? In this tutorial, we will discuss this topic.
Fix TensorFlow UserWarning: Converting sparse IndexedSlices to a dense Tensor of unknown shape – TensorFlow Tutorial
In this tutorial, we will introduce how to fix this UserWarning: Converting sparse IndexedSlices to a dense Tensor of unknown shape. This may consume a large amount of memory in TensorFlow.
Best Practice to Convert a Tensor to TensorArray in TensorFlow – TensorFlow Tutorial
In this tutorial, we will introduce the way to convert a tensor to a tensorarray object in tensorflow, which is very useful when you are bulding a custom lstm or bilstm.
Understand the Effect of LSTM Input Gate, Forget Gate and Output Gate – LSTM Network Tutorial
LSTM network contains three gates: input gate, forget gate and output gate. In this tutorial, we will discuss the effect of each gate in LSTM.
LSTM Vs GRU Network: Which Has better Performance? – Deep Learning Tutorial
In this tutorial, we discussed the difference of LSTM and GRU performance and tell you which network you should choose for deep learning programming.
Understand LSTM Peephole Connections: A Beginner Guide – LSTM Networks Tutorial
LSTM peephole conncections is one of improvements for classic LSTM network. In this tutorial, we will introduce the difference between LSTM peephole conncections and classic LSTM.
Understand How tf.get_variable() Initialize a Tensor When Initializer is None: A Beginner Guide – TensorFlow Tutorial
In this tutorial, we will discuss how tf.get_variable() initialize a tensor when its initializer is None.
Initialize TensorFlow Weights Using Xavier Initialization : A Beginner Guide – TensorFlow Tutorial
In order to improve the performance of our mdoel, we can use Xavier method to initialize weights. In this tutorial, we will introduce how to intialize tensorflow weights using Xavier.
Add forget_bias for Your Custom LSTM Using TensorFlow: A Beginner Guide – TensorFlow Tutorial
In this tutorial, we introduce why we should add a forget bias for lstm forget gate and add a forget bias for our custom lstm network.