Softmax function is widely used in deep learning classification problem. This function may cause underflow and overflow problem. To avoid these problems, we will use an example to implement softmax function.
JuiceSSH is a good alternative android ssh client for putty, which is a good app for managing your vps by your andoird phone. In this tutorial, we introduce how to manage your vps by JuiceSSH.
When you are installing application on ubuntu, you may get this error: Unable to lock the administration directory (/var/lib/dpkg/). In this tutorial, we will tell you how to fix this error.
When you are using tensorflow to train some deep learning models, you may get some tensors which contains NaN value. How to remove these NaN values in tensor? We will use a simple example to show you how to do.
The default source url of python pip is:https://files.pythonhosted.org/. This site may be very slow and may cause you to fail to install python packages. In this tutorial, we will introduce you how to change the mirror url of python pip.
If you are installing ubuntu operation from computer disk, you may get an error: Failed to unmount /isodevice Partition. How to fix this error in order to continue to install.
We have installed a tensorflow version, however, when we use it in python application we get an error: illegal instruction (core dumped). How to fix it? We will introduce you a solution in this tutorial.
After you have updated python pip, you may get this import error: ImportError: cannot import name main. In this tutorial, we will introduce you how to fix it.
When you are using apt-get command on ubuntu, you may get Unable to lock directory /var/cache/apt/archives/ error. In this tutorial, we will tell you how to fix this error.
Softmax function is differentiable, however, if you get the gradient of it by tf.gradients(), you will get 0. In this tutorial, we will explain the reason for tensorflow beginners.