July 2018 - Custom Web Development Blog

Archive - July 2018

What is a recurrent neural network and how to use it

In this article we will explain what a recurrent neural network is and study some recurrent models, including the most popular LSTM model. After the theoretical part we will write a complete simple example of recurrent network in Python 3 using Keras and Tensorflow libraries, which you can use as a playground for your experiments.
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How to use Criteria API with Spring Boot

Brief summary

You often need to create queries with changeable conditions, for example, a query for a list with filtering by the columns on the side of the database. In this case, a good solution will be to use Criteria API – the API of JPA 2.0 specification. You can use JPQL queries, but this will lead to rather complicated code and the impossibility of checking the queries during the time of compilation. Criteria API also allows writing queries with validation while compiling and IDE tips.
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