Since ever, one had to choose between efficient models and explainable models. On one side, simple models like logistic regression are interpretable but lag on performances. On the other side complex models like Boosted Trees or Neural Network...
More and more data science use cases are done in real-time: Alerting, defect detection, prediction, automated recovery are some examples. Yet implementing and deploying them can be very challenging. Maki Nage is a framework that aims at...
Why are you using an asynchronous IO framework on a reactive application? This is a question I am often asked when presenting a design I use a lot in RxPy based applications. This a very interesting question because the answer is not obvious:...
ReactiveX is a wonderful framework that allows to write event based code in a very elegant and readable way. Still, getting started in it can be challenging, and intimidating. In practice once you understand few key principles of ReactiveX, you...
With AsyncIO being more and more popular, and an ecosystem that grows rapidly, we regularly see questions on how RxPY can cohabit with AsyncIO libraries. This post provides some elements of answer on this topic. The RxPY documentation contains an...
Reactive Programming is really great to write event driven applications, data driven applications, and asynchronous applications. However it can be difficult to find a good way to structure the code. Fortunately for Javascript developers, there...
This week I faced a somehow simple issue while coding an RxJS/CycleJS application: How to toggle a value and set its initial value via an observable. The use-case is the following one: I have a value that I want to toggle to enable or disable a...
Almost 4 years ago, I thought than after the good adoption rate of edLeak from my colleagues, they would love to have a python API to write their own script. Unfortunately, the success has been... very disappointing. The fact is that developers...
Hello everybody. I am back writing after a long break due to unexpected personal events followed by a busy period working on edKit and smart home. However here is the third article of this series on the GoogleCast protocol. This one will cover...
The first article of the series explained the principles of the google-cast protocol, and the technologies that it uses. In this second part, we will see how the receiver device is discovered, and how the sender device connects to it. Discovery -...