teleren/devto huggingface dataset:
Neural Network Model and Computing in Memory: Advancements in AI
Tags: computing, cim, witmem, wtm2101
Published: 2023-10-21 08:16:32

Artificial Intelligence, or AI, has come a long way since the inception of computers. With the advent of big data, AI has become more prevalent and dominant in various fields. One of the ways that AI has progressed is through the development of Neural Network Models. These models simulate the functions of the human brain, through a network of interlinked nodes. However, there are still limitations to neural networks, primarily, the speed at which these networks can analyze and compute data. This is where Computing in Memory comes into play.

 

Computing in Memory is a new and innovative technique that enables computer processors to perform calculations in the memory system. This allows for faster and more efficient processing of data, which can improve the speed and accuracy of neural networks. By combining Neural Network Models with Computing in Memory technology, AI can reach new heights in terms of ability and accuracy.

 

One of the main advantages of Neural Network Models is their ability to learn from data. These networks can recognize patterns and develop models that are capable of analyzing and forecasting future trends. However, as the amount of data increases, so does the computational power required to process it. This is where Computing in Memory can have a significant impact.

 

Computing in Memory technology works by integrating computation and memory. This means that instead of transferring data between the processor and the memory system, the computation is performed in the memory itself. This reduces the amount of data that needs to be transferred, which in turn reduces the power consumption and increases the speed of data processing.

 

The combination of Neural Network Models and Computing in Memory technology has led to significant advancements in fields like machine learning, computer vision, natural language processing and many others. One of the primary applications of this technology is in autonomous vehicles, which are becoming more and more prevalent on our roads. With the ability to analyze data in real-time, these vehicles can make decisions quickly and accurately, which is essential for the safety of passengers and other road users.

 

Additionally, Computing in Memory technology can also enhance the security of AI systems. By processing data in the memory, it becomes more difficult for external actors to manipulate the computation and introduce malicious code. This can lead to more robust and secure AI systems that can be trusted to perform their intended functions.

 

In conclusion, Neural Network Models and Computing in Memory are two areas of AI that are poised for significant growth and development. By combining these two technologies, we can create AI systems that are faster, more efficient, and more accurate than ever before. As we continue to develop and refine these technologies, we can expect to see more significant advancements in AI and its applications in various fields.
Want to output a tree in Go?
Tags: go, programming, cli, cloudstorage
Published: 2023-10-21 08:15:43

I am sure that you have often used the tree command to output a tree of directories.
**But have you ever wanted to output a tree of something other than your local directory?**
There is a Go package that you should know about, and that is https://github.com/ddddddO/gtree. This is the perfect library to easily output a tree.

Here is a simple Go program that outputs a tree from the find command.

```go
package main

import (
	"bufio"
	"fmt"
	"os"
	"strings"

	"github.com/ddddddO/gtree"
)

// Example:
// $ cd github.com/ddddddO/gtree
// $ find . -type d -name .git -prune -o -type f -print
// ./config.go
// ./node_generator_test.go
// ./example/like_cli/adapter/indentation.go
// ./example/like_cli/adapter/executor.go
// ./example/like_cli/main.go
// ./example/find_pipe_programmable-gtree/main.go
// ...
// $ find . -type d -name .git -prune -o -type f -print | go run example/find_pipe_programmable-gtree/main.go
// << See "Output:" below. >>
func main() {
	var (
		root *gtree.Node
		node *gtree.Node
	)
	scanner := bufio.NewScanner(os.Stdin)
	for scanner.Scan() {
		line := scanner.Text()              // e.g.) "./example/find_pipe_programmable-gtree/main.go"
		splited := strings.Split(line, "/") // e.g.) [. example find_pipe_programmable-gtree main.go]

		for i, s := range splited {
			if root == nil {
				root = gtree.NewRoot(s) // s := "."
				node = root
				continue
			}
			if i == 0 {
				continue
			}

			tmp := node.Add(s)
			node = tmp
		}
		node = root
	}

	if err := gtree.OutputProgrammably(os.Stdout, root); err != nil {
		fmt.Fprintln(os.Stderr, err)
		os.Exit(1)
	}
	// Output:
	// .
	// ├── config.go
	// ├── node_generator_test.go
	// ├── example
	// │   ├── like_cli
	// │   │   ├── adapter
	// │   │   │   ├── indentation.go
	// │   │   │   └── executor.go
	// │   │   └── main.go
	// │   ├── find_pipe_programmable-gtree
	// │   │   └── main.go
	// │   ├── go-list_pipe_programmable-gtree
	// │   │   └── main.go
	// │   └── programmable
	// │       └── main.go
	// ├── file_considerer.go
	// ├── node.go
	// ├── node_generator.go
	// ├── .gitignore
	// ...
}
```

I was able to output a tree with the above program.
The program I introduced here was just a utility to display a tree of directories on the local PC after all.

**However, do not be discouraged.**
Developers who are not me have created CLI tools to output a tree of Amazon S3 and GCS buckets! You can find them in the following repositories.

- ⭐**https://github.com/orangekame3/stree**
- ⭐**https://github.com/owlinux1000/gcstree**

I had no idea of displaying a tree of cloud storage. Also, the **_aws s3_** and **_gcloud storage_** commands do not have the functionality to display a tree.
I am sure you will be happy to use these CLI tools.

I got very good inspiration from these CLI tool developers. I am also very happy that they are using the gtree package!

If you want to tree output something, you may find https://github.com/ddddddO/gtree useful.

Thanks for reading!
HackToberFest'23 Contributor
Tags: hack23contributor, hacktoberfest23
Published: 2023-10-21 08:15:25

<!-- ✨This template is only meant to get your ideas going, so please feel free to write your own title, structure, and words! ✨ -->

### Intro
<!-- Share a bit about yourself as a contributor. Is this your first Hacktoberfest, or have you contributed to others? Feel free to embed your GitHub account by using {% embed LINK %} -->
I am Piyush Kumar Das, I am a developer, programmer and tech writer. Excited to be part of HacktoberFest for the second time, where I channel my enthusiasm for open source collaboration and innovation. It's a platform that encourages me to contribute, learn, and grow in the tech community.
[Visit My GitHub](https://github.com/piyushkdas0611)

### My 4PRs
[PR1](https://github.com/Devansh-Singh-Parmar/AdBlocker/pull/14)
[PR2](https://github.com/akanshSirohi/Github-Cards-API/pull/41)
[PR3](https://github.com/Kritika30032002/To-Do-List-Application/pull/105)
[PR4](https://github.com/KwickerHub/frontend/pull/487)

### Highs and Lows
<!-- What were some of your biggest accomplishments or light-bulb moments this month? Did any problems come up that seemed impossible to fix? How did you adapt in those cases?  -->
One of my most significant accomplishments this month was having a light-bulb moment while creating a low-code app using Illa Cloud. It marked my first foray into low-code development, introducing me to a world of novel concepts. Although it seemed daunting initially, I overcame challenges by watching YouTube tutorials, diving into documentation, and studying other projects. This experience not only broadened my skill set but also instilled a sense of adaptability in problem-solving.

Another notable accomplishment this month was my experience with a pull request that didn't get selected, but it provided a valuable learning opportunity. I delved into unit testing using Jest, a previously unfamiliar component of my tech stack. Though the PR outcome was not as expected, the knowledge gained about testing methodologies was a valuable takeaway, showcasing my willingness to explore and adapt to new technologies.



### Growth
<!-- What was your skillset before Hacktoberfest 2023 and how did it improve? Have your learning or career goals changed since working on these new projects? -->
Before HacktoberFest 2023, my skillset primarily revolved around basic JavaScript programming. However, through this event, I ventured into diverse projects, including contributing to a browser extension, crafting APIs, contributing to a todo-list, designing website templates, and building a low-code app with Illa Cloud. These experiences substantially improved my coding versatility and problem-solving abilities. My learning and career goals have evolved, now encompassing a broader spectrum of software development and innovation.
What Is Docker
Tags: devops, docker, containers
Published: 2023-10-21 08:08:08

Docker simplifying devOps with portable containers

## Table of Contents

Introduction
Key Concepts
Benefits of Docker
Conclusion

## Introduction

Docker is a containerization platform that simplifies software development and deployment. It allows you to package applications and their dependencies into lightweight, portable containers. These containers ensure consistent performance across different environments.

## Key Concepts

Containers: Docker uses containers to encapsulate applications and dependencies, ensuring they run consistently.

Images: Docker containers are built from images, which are read-only templates containing everything needed to run an application.

Dockerfile: A Dockerfile is a script used to create Docker images, specifying the application and its environment.

Docker Hub: Docker Hub is a repository for sharing and distributing Docker images.

## Benefits of Docker

Portability: Docker containers can run on any system, making it easy to move applications between environments.

Efficiency: Containers start quickly, optimize resource usage, and scale easily.

Isolation: Containers are isolated, so issues in one container do not affect others.

## Conclusion

Docker simplifies software development and deployment by packaging applications and their dependencies into portable containers. This provides portability, efficiency, and isolation, making it a valuable tool in modern software development.
object oriented, procedural and functional programming
Published: 2023-10-21 08:03:14

Object-oriented programming (OOP) is a programming paradigm based on the concept of objects, which can contain data and code.

In OOP, computer programs are designed by making them out of objects that interact with one another.

An object is an instance(example, copy) of a class, which is a blueprint for creating objects.

A class defines the properties and methods that an object will have. Properties(characteristics) are the data that an object contains, while methods are the functions(actions) that an object can perform.

Many of the most widely used programming languages (such as C++, Java, Python, etc.) support object-oriented programming.

difference between OOP and procedural programming:

In procedural programming, a program is divided into small parts called functions. These functions consist of a series of computational steps to be carried out.

During a program’s execution, any given procedure might be called at any point, including by other procedures or itself. Languages used in procedural programming include FORTRAN, ALGOL, COBOL, BASIC, Pascal and C.

In object-oriented programming (OOP), computer programs are designed using the concept of objects that interact with the real world. Objects contain data in the form of attributes and code in the form of methods.

A class defines the properties and methods that an object will have. Properties are the data that an object contains, while methods are the functions that an object can perform.

In procedural programming, the program is divided into small parts called functions. In OOP, the program is divided into small parts called objects.

Another difference is that OOP provides data hiding so it is more secure than procedural programming which does not have any proper way of hiding data.

In OOP languages, access specifiers like private, public and protected are used to control access to data and methods.

difference between OOP and functional programming:

In functional programming, programs are constructed by applying and composing functions.

Functions are treated as first-class citizens and can be passed as arguments to other functions or returned as values from them.

Functional programming languages include Haskell, Lisp, Scheme, ML and F#.

Functional programming emphasizes on immutability and pure functions. Pure functions do not have side effects and always return the same output for a given input.

This makes functional programs easier to reason about and test. In contrast, OOP emphasizes on encapsulation and inheritance. Encapsulation hides implementation details from users of a class or object.

Inheritance allows classes to inherit properties and methods from other classes.

functional programming languages:
Haskell, Lisp, Erlang
Contribute to Algorithms for Hacktoberfest 2023
Tags: hacktoberfest, beginners, programming, opensource
Published: 2023-10-21 07:50:16

Are you looking for a fun and rewarding way to participate in Hacktoberfest 2023? Do you want to improve your coding skills and learn new algorithms? If yes, then you are welcome to contribute to the Algorithms repository on GitHub!

The Algorithms repository is a collection of various algorithms implemented in different programming languages. It covers topics such as sorting, searching, graph theory, dynamic programming, cryptography, and more. The repository is open for anyone who wants to add, improve, or optimize the existing code.

By contributing to the Algorithms repository, you will not only get a chance to win a Hacktoberfest T-shirt, but also gain valuable experience and feedback from other developers. You will also help the open source community by sharing your knowledge and skills.

To get started, you can visit the [repository](https://github.com/abhaysinghr516/Algorithms) and check out the [contribution guidelines](https://github.com/abhaysinghr516/Algorithms/blob/main/CONTRIBUTING.md) and the list of [issues](https://github.com/abhaysinghr516/Algorithms/issues) that need your help. You can also create your own issues or suggest new features.

We are looking forward to your contributions and hope you enjoy Hacktoberfest 2023!
Best Detective Agency in Delhi - 9958195887
Published: 2023-10-21 07:49:41


Abhishek Detective Agency  is one of the **[Best Detective Agency in Delhi](https://www.abhishekdetectiveagency.com/)**, Established in 2012, our team of experienced detectives excel in offering expert investigative assistance to our patrons at the lowest possible prices to ensure their maximum satisfaction. We operate 24/7, contact us anytime for your investigative needs. We take immense pride in our dedication to ensuring the utmost satisfaction of our clients. We are acutely aware of the financial considerations that often accompany the need for investigative services, which is why we have made it our mission to offer our services at highly competitive and affordable rates. Our aim is to make professional investigative assistance accessible to a wide range of clientele without compromising on quality or integrity.
🌹 Awesome development tools for PHP 2023
Tags: php, programming, beginners, tutorial
Published: 2023-10-21 07:36:49

Hi guys,

Time flies, PHP is still being used and popular in the world 😎

Getting started and working with PHP is totally fast & awesome nowadays, we have plenty of tools to skyrocket your development experience (DX).

Let's check them out 😉

## 😎 IDEs

- PHPStorm (my go-to IDE)
- Visual Studio Code (has plenty of PHP plugins)

## 🚀 Laravel Herd

A super tool to install & switch PHP versions, nginx included 😎

The pain of managing the PHP version is no more. Goodbye XAMPP.

![Laravel Herd - Seth Phat](https://dev-to-uploads.s3.amazonaws.com/uploads/articles/qrtxrwxrbhrazfs5dnsu.png)

Home page: https://herd.laravel.com/

## 🔋 DBNgin

Get your desired database up and running in no time. Including MySQL, PostgreSQL and Redis 🥰

![DBNgin - Seth Phat](https://dev-to-uploads.s3.amazonaws.com/uploads/articles/2nvj24wo8g3x0vu0upe5.png)

Home page: https://dbngin.com/

## ✉️ MailTrap

A simple Email service to help us test the email content, recipients,...

No installation is required, we only need to sign up, get the SMTP credentials, and rock your development 🔥

Home page: https://mailtrap.io/

## 💼 TablePlus

An elegant database management tool, super easy to use, has super high UX, and multiple helpers as well.

We can use it free but limited to 2 tabs. However, the premium version is great and worth the investment.

![TablePlus - Seth Phat](https://dev-to-uploads.s3.amazonaws.com/uploads/articles/rdwo8hhew8nu1qrijeg5.png)

Home page: https://tableplus.com/

(the author of DBNgin)

## (Optional) 🌹 DevToolz

An opinionated development toolz made for developers.

I crafted from my experience. Super useful in your development process.

I hope you'll like it, free to use & open-sourced: https://tools.sethphat.dev/

There will be more tools to come, stays tuned ❤️!

## Conclusion

Well, those are the basic tools that you'll need to install & use to achieve the best DX.

Those are the tools I am using every day, and totally satisfied ⭐️

Have fun coding 😉!

P/s: Check out my blog for other topics related to Backend, Scalable & High-perf: https://sethphat.dev
How to Connect Java Applications to Databases with JDBC
Tags: jdbc, java, database, sql
Published: 2023-10-21 07:19:31

🚀 Are you a Java developer looking to connect your applications to databases? Look no further! 🚀

Java Database Connectivity (JDBC) is the game-changer you need.🌟
It's a Java API that allows you to access databases using SQL commands, making your life SO MUCH easier.🙌

Here's a quick rundown of how to get started with JDBC: 👇

1️⃣ Load the Driver Class: Use `Class.forName()` to load the JDBC driver into the JVM.

2️⃣ Establish a connection: Use `DriverManager.getConnection()` with the database URL, username, and password.

3️⃣ Create a statement: Use `Connection.createStatement()` to create a Statement object.

4️⃣ Execute an SQL query: Use `Statement.executeQuery()` to execute SQL commands.

5️⃣ Process the results: Use `ResultSet` objects to process the query results.

6️⃣ Close the resources: Don't forget to close ResultSet, Statement, and Connection objects.

With JDBC, you can develop robust applications that interact with databases efficiently and reliably!💪

Now it's your turn! Have you used JDBC before? What's your experience been like? Share your thoughts in the comments!👇


Read full article - [JDBC](https://developnsolve.com/how-to-connect-java-applications-to-databases-with-jdbc)
Top 7 Cybersecurity Risk & Tips of Remote Work - cyber octet
Published: 2023-10-21 07:16:55

Top 7 Cybersecurity Risk & Tips of Remote Work: Remote work can improve productivity and boost your business. However, there is a risk to not just your business but also the people involved in remote working.for more information .visit our website :-https://cyberoctet.com/top-7-cybersecurity-risk-tips-of-remote-work-cyber-octet/
Code Review: Beginner-Friendly Guide
Tags: beginners, programming, codenewbie, codereview
Published: 2023-10-21 07:16:54

🚀 Just started with code reviews? Here's your beginner-friendly guide!

Code review is a crucial part of the software development process 🔍, improving code quality, reducing bugs, and boosting team collaboration.

🎯 Establish clear objectives and expectations
🌐 Start with a high-level overview
🔎 Review code in small chunks
✅ Use a checklist to stay organized
🧪 Be objective and constructive
🔄 Follow up on feedback
🤖 Leverage automation tools to streamline the process

By following these best practices, you can make your code reviews more effective, efficient, and constructive 🌟. These tips work for both beginners and experienced developers, helping you produce high-quality code with your team.

What are some of your favorite tools or practices for code reviews? Share your thoughts in the comments below! 💬


Read full article - [Code Review](https://developnsolve.com/code-review-beginner-friendly-guide)
css loader
Tags: freecodez, react, html, blog
Published: 2023-10-21 07:12:53

Hey there, You are most welcome to this article. I hope you will enjoy this article. If you like this article then please share this article with your friends and colleagues. If you have any questions or suggestions regarding this article then please comment down below.

**css loader**

![css loader](https://res.cloudinary.com/freecodez/image/upload/v1697872354/images/p7ubtsvnrjwo3rtn13ez.webp)

For full source code visit : [https://freecodez.com/post/y475eze](https://freecodez.com/post/y475eze)


```
<!-- https://freecodez.com -->
<div class="loader">
    <div class="box box-1">
        <div class="side-left"></div>
        <div class="side-right"></div>
        <div class="side-top"></div>
    </div>
    <div class="box box-2">
        <div class="side-left"></div>
        <div class="side-right"></div>
        <div class="side-top"></div>
    </div>
    <div class="box box-3">
        <div class="side-left"></div>
        <div class="side-right"></div>
        <div class="side-top"></div>
    </div>
    <div class="box box-4">
        <div class="side-left"></div>
        <div class="side-right"></div>
        <div class="side-top"></div>
    </div>
</div>
```

Source Code : [https://freecodez.com/post/y475eze](https://freecodez.com/post/y475eze)

For more such articles visit : [https://freecodez.com](https://freecodez.com/all)
Maximize Your Productivity with These Clean Code Techniques
Tags: webdev, beginners, programming, productivity
Published: 2023-10-21 07:10:58

🚀 Want to become a more efficient developer? Here are 10 clean code techniques to maximize your productivity!

🔹 Keep Your Code Simple
Break down tasks into smaller, manageable parts.

🔹 Write Readable Code
Use descriptive names and follow coding conventions.

🔹 Use Consistent Formatting
Adopt a consistent style throughout your code.

🔹 Use Comments Wisely
Explain the why, not the what.

🔹 Avoid Repetitive Code
Utilize functions, classes, and libraries for code reuse.

🔹 Use Data Structures Effectively
Choose the right structure for each task.

🔹 Optimize Your Algorithms
Select efficient solutions over brute force.

🔹 Use Debugging Tools
Debuggers, profilers, and loggers save time and frustration.

🔹 Write Unit Tests
Cover all edge cases and error conditions.

🔹 Continuously Refactor Your Code
Review and improve your code regularly.

Implementing these tips will help you create cleaner, more efficient code, and become a better developer.👩‍💻👨‍💻

❓What are your favorite clean code techniques or tools that help you write better code? Share your thoughts in the comments below!👇


Read full article - [Clean Code Tips](https://developnsolve.com/maximize-your-productivity-with-these-clean-code-techniques)