This book covers the theory behind most of the popular machine learning algorithms used by data scientists today. It als

Meteor — Developers who are keen on developing real-time applications use Meteor often. This is considered as a full-stack solution for developing and deploying web applications.

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om the Tensordash package. Create a Customdash object with the model name, email ID, and password as the parameters. Use the sendLoss() method of the object inside the training loop to send the model metrics to your account. Pass the loss, accuracy, validation loss, and validation accuracy metrics as parameters(Note that you have to add at least one metric). To get notified if your model crashes, add the training loop under exception handling, and in the except, call the sendCrash() method.

All the JavaScript libraries and frameworks that we have looked at here contain the great potential to grow drastically in the future. Therefore, getting started with these will give you an added advantage to your JavaScript career. If you are interested in comparing more JavaScript frameworks and libraries and exploring their popularity, you can find more information.

Kotlin Coroutines recently introduced two Flow types, SharedFlow and StateFlow, and Android’s community started wondering about the possibilities and implications of substituting LiveData with one of those new types, or both. The two main reasons for that are:

Let us begin by showcasing the use of LiveData from the data source all the way to our view. The Data Source is responsible for connecting to the Firebase Realtime Database through a GeoQuery. When we receive a onGeoQueryReady() or onGeoQueryError(), we update the LiveData value with the aggregate of the locations entered, exited or moved since the last onGeoQueryReady() .

This approach may work fine, until you decide to make the Domain Layer, which contain the Repository interfaces, platform independent (as it should be). Also, once you need to offload work to worker threads on Data Sources, you will see there is no easy, idiomatic way with LiveData.

Svelte.js has become very popular in the last 12 months or so. It is an open-source component-based JavaScript framework written in TypeScript. Svelte was released in 2016 and has had growing popularity among the developer community ever since.

We can conclude from those two facts that, in Clean Architecture terms, while LiveData works fine for the Presentation Layer, it does not fit well in the Domain Layer, which should ideally be platform-independent (meaning a pure Kotlin/Java module); and it does not fit very well in the Data Layer either (Repositories implementations and Data Sources), as we usually should offload data access work to worker threads.

Aurelia — This is considered the latest version of JavaScript, which enables you to implement any interface. It can extend HTML for a lot of purposes, including data binding.

Flow is declarative (cold): a flow builder merely describes what the flow is, and it is only materialized when collected. However, a new Flow is effectively run (materialized) for each collector, meaning upstream (expensive) database access is redundantly and repeatedly run for each collector.

Those are not to be viewed as pure Flow intrinsic defects: those are just characteristics that makes it not fit well as a LiveData substitute, but can be powerful in other contexts.

Even though Ember is primarily considered for the web, desktop and mobile application development is also notable for Ember.js. One such example is the Apple Music desktop application. The use of Ember.js in Apple Music proves it to be an excellent JavaScript framework. It runs on the two-way data binding concept like AngularJS and SSR like React.

Polymer — An open-source library that can create elements for a website without going into a complex level. Supports both one-way and two-way data binding. Google developed polymer.

The Svelte compiler compiles them into vanilla JavaScript modules, which are not dependent on a framework. Because of that, the bundle size of the application is super small when compared to React, Angular, and Vue.

All the JavaScript libraries and frameworks that we have looked at here contain the great potential to grow drastically in the future. Therefore, getting started with these will give you an added advantage to your JavaScript career. If you are interested in comparing more JavaScript frameworks and libraries and exploring their popularity, you can find more information.