Neural Network
I have paid more time to get my knowledge closer to the AI field.
And these are my study notes.
RusNOTEs 4 years, 5 months ago
Keras Build-in Datasets
The tf.keras.datasets module provide a few toy datasets (already-vectorized, in Numpy format) that can be used for debugging a model or creating simple code examples.
- MNIST digits classification dataset
- CIFAR10 small images classification dataset
- CIFAR100 small images classification dataset
- IMDB movie review sentiment classification dataset
- Reuters newswire classification dataset
- Fashion MNIST dataset, an alternative to MNIST
- Boston Housing price regression dataset
RusNOTEs 4 years, 7 months ago
Talks and Tries
TALK IS FREE, TRY IS COST.
I was asked oftentimes what does that mean. Here are the reasons why I put these words on the top of my site.
Mt. Everest, photographed by R&S.
RuSPERs 4 years, 8 months ago
My Avatar Story
My avatar image has been stuck with me for more than 20 years. Some memories between us have been lost, but the moment we met is still an echo in mind.
RuSPERs 4 years, 9 months ago
Commands Cheat Sheet
We have used too many servers in building our site. When we will make some modification on site, some of servers should be restart or reload.
There is a cheat sheet of commands we used before.
RuSITE 4 years, 9 months ago
Migrate to MySQL
While you start a Django project, Django will create an SQLite data file for the project automatically.
SQLite is so nice for his lightweight and easily copied, but I am worried that it can give enough support for my future use. As I said, my plan is to use my site as a blog, a chatroom, and an online Laboratory. Therefore, MySQL may be more suitable for my requirements.
Here is an easy comparison table from educba.com.
RuSITE 4 years, 9 months ago
First Django Application
Django is just a framework, which means it only provides basic services to web applications. And the applications are what users create to realize the function they need.
So, we will start with the first Django application.
image by RealPython.
RuSITE 4 years, 9 months ago