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Intro to Generative Adversarial Networks | GANs 001

   GANs consist of three terms Generative Adversarial Network. Let's understand these three terms first. Generative : A Generative Model takes input training sample from some distribution and learns to represents that distribution. Adversarial : It basically means Conflicting or Opposing. Networks : These are basically neural networks. So,Generative Adversarial Networks are deep neural network architecture comprising of two neural networks compete with each other to make a generative model. A GAN consist of two class models : Discriminative Model :- It is the one that discriminate between two different classes of data.It tries to identify real data from fakes created by the generator Generative Model :- The Generator turns noise into an imitation of the data to try to trick the discriminator Mathematically, A Generative Model 'G' to be trained on training data 'X' sampled from some true distribution 'D' is the one which, given some standard random distrib

Best IDE's For Programming in Dart | 2020

Dart is a general-purpose programming language that is open source. Originally, it was developed by Google and later accepted by ECMA as a standard. Dart is a new programming language that is intended both for the server and the browser.The Dart SDK ships with its compiler – the Dart VM .For various devices, it is a client-optimized programming language for applications. It is developed by Google and is used to construct apps for the smartphone, tablet, cloud, and web.  Best IDE's For Programming in Dart IntelliJ IDEA The Dart plugin adds Dart support to JetBrains IDEs such as IntelliJ IDEA with support for many other languages and systems, IntelliJ IDEA is an articulate Java IDE.For the development of computer applications, IntelliJ Concept is an interactive development environment written in Java. It is built by JetBrains, and is available in a proprietary commercial version as an Apache 2 Certified community edition. Android Studio    Android Studio used for Android and Flutte