My Blog

Author: tayyaba

  • Backend Configuration

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    tayyaba
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    This chapter explains Keras backend implementations TensorFlow and Theano in detail. Let us go through each implementation one by one. TensorFlow TensorFlow is an open source machine learning library used for numerical computational tasks developed by Google. Keras is a high level API built on top of TensorFlow or Theano. We know already how to…

  • Installation

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    tayyaba
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    This chapter explains about how to install Keras on your machine. Before moving to installation, let us go through the basic requirements of Keras. Prerequisites You must satisfy the following requirements − Python Keras is python based neural network library so python must be installed on your machine. If python is properly installed on your…

  • Introduction

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    tayyaba
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    Deep learning is one of the major subfield of machine learning framework. Machine learning is the study of design of algorithms, inspired from the model of human brain. Deep learning is becoming more popular in data science fields like robotics, artificial intelligence(AI), audio & video recognition and image recognition. Artificial neural network is the core…

  • Exploring Electron’s Built-in APIs: What They Do and How to Use Them

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    tayyaba
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    Get to know the various built-in APIs provided by Electron and how they can be used to enhance your application. This post will cover APIs for file handling, system dialogs, notifications, and more, providing practical examples and use cases.

  • Creating a User Authentication System in Your Electron App

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    tayyaba
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    Implement a user authentication system in your Electron application to manage user access and secure sensitive features. This guide will cover methods for integrating authentication, handling user sessions, and managing secure data storage.

  • Debugging Electron Apps: Tools and Techniques for Troubleshooting

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    tayyaba
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    Learn effective techniques for debugging Electron applications. This post will cover tools like DevTools, common debugging practices, and strategies for identifying and fixing issues in both the main and renderer processes.

  • Customizing the System Tray Icon in Your Electron Application

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    tayyaba
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    Find out how to add and customize a system tray icon for your Electron application. This guide will walk you through creating a tray icon, handling user interactions, and adding features like context menus for a more integrated user experience.

  • Using Electron with TypeScript: Benefits and Best Practices

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    tayyaba
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    Explore the benefits of using TypeScript with Electron and learn how to set up TypeScript in your Electron project. This post will cover TypeScript’s advantages, how to configure your build process, and best practices for writing type-safe Electron applications.

  • Adding Dark Mode Support to Your Electron Application

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    tayyaba
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    Learn how to implement dark mode in your Electron application to improve usability and aesthetics. This guide will cover how to detect the user’s system theme, apply dark mode styles, and provide an option for users to switch themes manually.

  • Optimizing Electron App Performance: Tips and Tricks

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    tayyaba
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    Discover techniques for improving the performance of your Electron application. This post will cover strategies for optimizing memory usage, reducing startup time, and making your app run more smoothly. Essential for developers looking to enhance the performance of their Electron apps.