Use of algorithms in programmingtrabajos

I am seeking a proficient PHP developer to formulate code that will sort items in my existing RSS feed, which displays news articles, by their respective dates. The ultimate objective is for the most recent items to surface first for my audience's viewing. Ideal Skills & Experience: - Exceptional PHP programming skills - Comprehensive understanding of RSS feeds - Prior experience with news-oriented RSS feeds preferable

I am in need of a skilled professional to manage my LinkedIn profile on a daily basis. Key Responsibilities: Develop and implement a comprehensive LinkedIn strategy to enhance the Linkedin presence and drive engagement. - Daily content creation and posting: You will be responsible for creating engaging and industry-relevant content for my LinkedIn profile. The content should be tailored to my voice and professional image. - Network Expansion: This involves strategically expanding my network by connecting with relevant industry professionals. You should be able to identify and connect with potential leads, collaborators, and influencers. - Profile Optimization: Ensuring my LinkedIn profile is fully optimized for visibility and engagement. You will be responsible for upda...

...project requires: - The website regard just one type of product - Creation of a multiple filters for describing the product - Creation of a secure payment system, to ensure safe transactions between buyers and sellers. - Development of an inventory management system, allowing vendors to easily manage their product stocks. - Implementation of a user review system, making sure customer feedback can be properly collected and displayed. The ideal candidate(s) for this job should have substantial experience in marketplace platform development and the following specific skills: - Expertise in creating filters and categories and creating product page for describing the carachteristic of the product in detail - Expertise in...

...experienced AI consultant, with a focus on machine learning for predictive analytics, particularly working with time series data. Key responsibilities: - Consult on the machine learning process, ensuring the project aligns with best practices and industry standards. - Help in selecting the right algorithms for predictive analytics using time series data. - Providing guidance on model training, testing and validation. Ideal skills: - Proven experience in machine learning, specifically in predictive analytics. - Strong understanding of time series data and how to work with it. - Excellent communication skills to explain complex AI concepts to non-experts. This project is an exciting opportunity for an AI consultant to guide and contribute to our pre...

We are looking to add a custom payment system to our existing platform. You will be responsible for integrating the chosen method through a cohesive API (web) This is the gate and its key required skills: - Proficiency in PHP development - Experience with API integration Project Timeline: Work must be completed within 7 days. Instant Delivery is a payment gateway delivery with testing that it works. The budget should be less than $40 for the entire project Contact me if you are interested and have the necessary skills. Do not contact me if the project costs more than $50

I'm in need of a professional psychotherapist specializing in Cognitive-behavioral therapy (CBT) to conduct group therapy sessions for individuals facing Substance Use Disorder (SUD). Key Requirements: - Expertise in CBT: Proficiency in CBT is essential to guide participants to understand and manage their substance use. - Group Therapy Experience: Prior experience in conducting group therapy sessions is highly preferable. - Specialization in SUD: A background in Substance Use Disorder treatment is a great advantage. The primary goal of these group sessions is to assist participants in addressing and overcoming their Substance Use Disorder through the principles of Cognitive-behav...

As the new program manager for my TV channel, your role will be to oversee con...content - Coordinating with team members on various projects - Managing team activities to ensure efficiency and productivity Given the scope of the work, you'll be required to dedicate less than 10 hours per week for the job. Excellent time management skills along with notable experience in program management would be the ideal combination for this role. While we appreciate prompt availability and response, our primary mode of communication will be via emails, Whatsapp, videio conference calls ensuring a record of our correspondences and agreements. Looking forward to coordinating with a professional who can navigate the nuances of television programming e...

...bot needs to be intelligent and capable of backtesting various trading strategies, analyzing the data outcome and accurately predicting potential results. - Executing Trades: The bot should be equipped with the ability to execute trades in real time based on the parameters set into it. - Monitoring Live Data: The bot should be capable of keeping track of and analyzing live data in real time to aid in timely decision making. The developer should be familiar with QC, have a good understanding of bot programming for trading platforms, and possess excellent knowledge in data analysis. Experience in creating efficient bots for trading-related tasks is highly preferred. Proficiency in python or C# could be an...

...increase our company's LinkedIn followers by 400-500. Skills and Experience: • Proficient in LinkedIn marketing and algorithms • Successful experience in social media campaigns • Knowledge of attracting job seekers and potential clients • Proven track record of increasing LinkedIn followers Tasks to Do: • Develop effective methods to attract and retain followers • Establish an interactive environment within our LinkedIn page • Utilize proven strategies like running ads and sharing engaging content • Collaborate with influencers to cast a wider net Target Audience: • Job seekers within our industry • Potential clients and customers Content Strategy: Please note, the current content strategy ...

As a crucial part of our operations, we require a professional who can develop an algorithm and write code for our Delta PLC and HMI. This is integral to our material handling process, specifically for Unit Load Material Handling. This process of input / output material flow within our equipment should also make data available on MODBUS TCP. The successful candidate should: - Design and implement a solution for: - Data Monitoring: and making it available real-time to align with our process control requirements. - Unit Load Material Handling: a process whereby the equipment handles load capacities one unit at a time. - Monitor key performance data, specifically: - Speed: The rate of movement of our material in the process. - Load Capa...

...specialist to help me reach my goal of increasing website traffic, improve search engine rankings, and boost online visibility specifically for a national audience. Website : Key Tasks: - Conduct thorough onsite audits for my website to identify and rectify any issues that might be affecting its SEO performance. - Optimize page speed to enhance user experience and improve search engine rankings. - Perform long tail keyword audits to find the most effective keywords for my target audience. - Implement effective link building strategies to improve domain authority and drive traffic. - Creation and optimization of quality content that aligns with SEO best practices and resonates with my target audience. Ideal candidates should have proven experience in SEO with a f...

I am in need of a Python expert who can perform a deep dive into the performance of various Learning Management Systems (LLMs) under different conditions. The main focus of this task is to benchmark different LLMs and evaluate their performance against each other. Key responsibilities: - Conducting performance tests on LLMs. - Analysing the results and comparing them to identify the best performing system. - Providing recommendations on how to optimize the performance of the chosen LLM. - Set up a local testing environment (chatbot, playground dashboard, Jmeter 5.5) - Set up a cloud server (API server) - Google Colab, Jupyter Notebook - All configuration, test scripts in python, bash and exe) - Dockerized images for future implementation - Our K...

I'm a newbie in JavaScript programming and I'm interested in learning either Angular or React JS to create specific projects. I'm looking for an experienced professional to guide me through getting up to speed with either Angular or React JS. Key Requirements: - Strong experience in either Angular or React JS. - Proven ability to teach beginners effectively. - Understanding of the nuances of JavaScript programming. Ideal Skills: - Proficiency in Angular or React JS. - Teaching/training experience. - Good understanding of JavaScript fundamentals.

...performance. The primary goal of this project is to enhance the overall performance of the application, with a specific focus on improving the speed, efficiency, and resource utilization. Key Areas for Performance Optimization: - Database Queries: The application has several database interactions that need to be optimized to reduce query times and enhance overall database performance. - Algorithm Efficiency: There are certain algorithms in the application that should be revisited and optimized for better performance. - Memory Management: The application currently faces memory management issues that need to be addressed to make it more efficient and less resource-intensive. Ideal skills and experience for this project include: - Strong C# development skills...

I'm s...on the intricacies of training and fine-tuning pretrained LLM models. My goal is to leverage these models for text generation, text classification, and question-and-answer applications. To that end, the key areas of focus during our Q&A session will be: - Strategies to choose the right dataset for these applications. - Techniques to optimize hyperparameters to realize optimal performance. - Ways to counter overfitting issues to guarantee model generality. For this project, Python will be our preferred programming language. Ideal bidders should have solid experience in Python and a deep understanding of LLM models. Your proficiency in handling overfitting, optimizing hyperparameters, and selecting appropriate datasets will be in...

...variables, performing tests, and optimizing the code. Responsibilities: Review the existing R scripts to ensure they meet the project requirements. Test the scripts to confirm they function correctly and efficiently. Verify the accuracy and completeness of data analysis. Suggest and implement improvements for better performance or clarity. Document any changes made and provide feedback on the script. Required Skills: R Programming: Strong skills in R are essential for understanding and optimizing the existing scripts. Data Analysis: Proficient in analyzing large datasets and improving data handling and processing techniques. Statistical Analysis: Ability to apply statistical methods to verify results and improve data interpretation. Problem Solving: Must be ...

...Web platforms in flutter UI Design in flutter Key requirements: - Develop a Flutter UI with a minimalist design - Implement functionality for creating, editing, and deleting notes - Ensure the module works seamlessly across Android, iOS, and Web platforms Your key responsibilities will be: - Understanding my requirements and translating them into a functional Flutter module - Conducting thorough testing to guarantee smooth functionality - Ensuring the module is user-friendly and visually appealing Ideal skills and experience include: - Proficiency in Flutter and Dart programming - Experience with UI/UX design, particularly minimalist designs - Previous work in developing cross-platform

I'm seeking an expert Python Develo...expert Python Developer to help with debugging logic errors in my Web Application. Key Responsibilities: - Debugging: The primary focus will be to identify and rectify logic bugs within the web application. Ideal Candidate: - Strong Python skills: You should be proficient in Python programming and be able to navigate through complex code to find and fix logic errors. - Experience in Web Development: A background in web development is desired, particularly within Python-based frameworks like Django or Flask. - Understanding of Debugging: You should be adept at identifying and resolving logic errors, ensuring the application runs smoothly and efficiently. This project has the potential for further collabo...

...embedded firmware C specialist in IoT to offer expertise on a project featuring a wearable device by enhancing/debugging our current code base. Key Requirements: - Implement and enhance the device's capability for LTE, Wifi, Bluetooth Low Energy (BLE) and Global Navigation Satellite System (GNSS). These components are vital for the functionality of this advanced wearable device for pets. Deliverables: --Enable the device to continue to be used if in range of Wi-Fi/BLE and not LTE -To transition workflow away from one cloud broker to another -Refactor GNSS calls on the device -Retrieve RSSI/RSRP information from cell modem of the device Ideal Skills: - Proficiency in IoT applications, particularly regarding network and satellite te...

...contract and frontend. Need it in 1 day Key Requirements: - Develop an ERC20 smart contract with a vesting feature - Implement a frontend interface - Display contract details including total balance, contract address, contract creator, and creation date, transactions - Enable users to sign in to view these details Ideal Skills: - Solid understanding of smart contract development on the Ethereum network - Proficiency in Solidity programming language - Experience in developing frontend interfaces - Understanding of token vesting mechanisms This project will require someone with a good understanding of blockchain technology and smart contract development, as well as proficiency in frontend development using React. Please pr...

I need an SQL database to store customer information for a web applic...be integrated into a web application, allowing for seamless storage and retrieval of customer data. - User Authentication & Permissions: The database should support different access levels, ensuring that only authorized users can view, edit, or delete customer information. Skills and experience needed: - Strong SQL & Database Design skills: You should be proficient in SQL programming and have experience designing databases for web applications. - Web Development: Prior experience with web application development is a plus. - User Authentication: Knowledge of user authentication systems and access control mechanisms will be beneficial. Please include examples of similar proj...

I'm seeking a seasoned developer to build a business plan maker, specifically designed for providing ex...projections. Some core aspects to focus on during the development process should include: - Exceptional Skills: C# or Java programming for Windows, MacOS, and Linux. - Key Feature: Financial projections. Your responsibility will be to ensure that this feature allows for accurate and sophisticated financial forecasting. - User Experience: While the design preferences and data import/export capabilities aspects were skipped, it would be beneficial for you to have UX/UI skills to provide a smooth experience for users. Your background in developing business applications and prior experience in creating financial modeling software will significantly contribute to...

I am looking for an expert in programming to help me with my Icr Touch Epos system. The ideal candidate will have experience in programming in ICR Touch software, if you don't, please don't bother contacting Please provide details of your past work and experience in your application.

I'm looking for a Python developer with experience in building Generative Adversarial Networks (GANs) for image generation. Key Responsibilities: - Develop a Conditional GAN in Python: Utilize Python's libraries and frameworks to create a Conditional GAN. - Image Generation: The primary application of the GAN will be to generate images. Requirements: - Proficiency in Python: Strong experience in Python programming is essential. - Experience with GANs: Proven track record of building GANs for image generation. - Understanding of Conditional GANs: Familiarity with the concept of Conditional GANs and their application. Dataset: - I have a dataset prepared for training the model. You will work with this dataset to deve...

Develop a sophisticate...hardware directly for data extraction and manipulation. This role requires advanced knowledge in electronics and programming, particularly in hardware-level interactions and protocol management - Design and develop a USB-based hardware device capable of dumping registers and extracting data from computer systems. - Work closely with software engineers to integrate hardware with application-specific needs, ensuring seamless data handling and manipulation. - Conduct extensive testing to ensure device functionality and compliance with technical specifications. - Analyze potential risks in hardware design and propose robust security measures to prevent detection and banning. - Stay updated with the latest in hardware developmen...

...login established through phone number verification - Implementing product listing and search Please note this app should resemble OLX in functionality, but have its unique design and user-friendly interface. Skills essential for this project include Android programming, user interface design, database management, and experience with mobile app security. Successful completion of similar projects in the past will be highly regarded. If A/B testing, launching applications on the Google Play Store, and creating user documentation are within your skill set, these would be beneficial to the project. Being communicative throughout the project and collaboration in ensuring the final product meets expectations is important. The application should be primed ...

I have a set of less than 10 excel spreadsheets that I use for various purposes. I'm looking for a talented professional who can re-work these sheets eliminating redundancy. Key objectives: - The primary goal of this rework is to automate repetitive tasks. I'm looking for someone who can introduce VBA scripts and macros to help me achieve this. - The spreadsheets are both independent and share common data. It will be important to create a system that can handle both types of sheets. Ideal skills: - Proficiency in Excel, VBA, and Macro programming is a must - Experience with data manipulation and automation - Ability to understand and work with a mix of independent and shared data I'm open to discussing the project requirem...

I want to add Machine Learning features , algorithm to my online electricity bill management system, which currently handles billing and payment processing, energy usage tracking, and customer database management. The programming language used in the project is PHP. The enhancement includes: 1. Predictive analysis for energy consumption 2. Customer segmentation 3. Load management optimization The predictive analysis for energy consumption specifically involves energy consumption forecasts. Ideal Skills and Experience: - Proven experience with PHP - Strong understanding of Machine Learning concepts - Experience with user registration systems, billing systems, and payment processing - Adept at enhancing existing codebases - Ability to create a seamless and secure user...

...from a PDF file using Swift. The text extracted will then be used to generate advanced critical thinking questions and answers through the built-in ChatGPT 4 Turbo in RayCast. Key Requirements: - Develop a RayCast AI command using Swift to efficiently extract text from PDF files. - Implement a seamless integration with ChatGPT 4 Turbo to generate advanced critical thinking questions and answers based on the extracted text. Ideal Skills & Experience: - Proficiency in Swift programming language. - Experience in working with PDF file extraction. - Familiarity with AI question generation, particularly using ChatGPT 4 Turbo. - Strong understanding of advanced critical thinking processes for question formulation. Your deliverable will be a work...

...pressure data wirelessly to a smartphone application via Bluetooth Low Energy (BLE). Allow for configuration and interaction with the pressure sensors through the mobile app (optional). Key Requirements: Expertise in nRF52840 DK development, including sensor interfacing, BLE communication, and low-power programming. Strong understanding of pressure sensor selection and integration for accurate and reliable pressure readings. Experience with mobile app development for BLE communication (Android or iOS) is a plus. Familiarity with power optimization techniques for extended battery life in embedded systems. Excellent communication and collaboration skills. Deliverables: Fully functional pressure sensor system using the nRF52840 DK and chosen pressure sensors. ...

I am looking for an specialist in convolutional neural networks (CNN) to create a three experiments: First experiment Create CNN models that recognize specific objects in bachelor thesis: - Headings – first level heading, subheading and third level heading - Headings text font - Headings text size - Line spacing before and after heading - Other elements in two groups: -- Other elements; -- Footnote references; - Number in front of the heading Each object will be recognised by separated CNN model. Each CNN model will have one class – it will be able to recognise only one object. Second experiment There will be only one CNN model with class for each object from first experiment. Third experiment Create CNN model that can recognize formatti...

I'm looking for a skilled developer to create firmware for a very specific ASIC Chip Model. Key Responsibilities: - Developing firmware specifically for mining capabilities - Proficiency in C and Python programming languages - Experience working with ASIC systems is preferred - Adapting firmware to ensure it runs smoothly and efficiently on specified hardware Your expertise in ASIC firmware development, mining algorithms, and C/Python programming is crucial for the successful completion of this project.

I have a technical paper where the code was written in Python. I need an experienced coder who can help re-write the entire code in a more efficient and effective way. Key Project Specifications: - Regenerate the complete existing Python code from the technical paper - Aim to enhance code performance without altering the core functionality - Ensure the re-written code aligns with the current best practices of Python Ideal Skills and Experience: - Robust experience in Python programming - Proficiency in code optimization and refactoring - Strong understanding of computer science principles and algorithms - Previous experience in code regeneration and technical paper coding is a plus Please provide examples of your pre...

ICO experience only. I'm seeking an experienced blockchain developer to create an ERC-20 token with the goal of launching a new cryptocurrency. The token will be the backbone of the startup www.infinidium.ca. Infinidium is revolutionizing datacenter/cryptomining cooling infrastructure and energy efficiency performance with the worlds first patented server cooling system which, requires no energy while producing power from waste heat. Opportunity for coins as project advisor of issued coins after the completion of the ICO as a success fee. - **ERC-20 Token Creation**: Expertise in generating a secure and functional ERC-20 token, aligned with current standards but also allowing room for custom features down the line. - **Implementation Speed**: Giv...

Hi. I have an app that is becoming very popular. We created videos on how to do certain things with the app to help users get started. The videos are now out of date. We would like to have a professional video created, (preferably with out spoken words), to accurately describe how to accomplish certain tasks within the app. We anticipate each video will be 1 to 2 minutes long. We want to start with one video to see how this goes, but could definitely use 12 or more to accurately help users. The app is for golfers and golf tournament managers. Fairly straight forward, but also powerful and can be complex. It's on iOS and Android, and also the web.

I'm on the lookout for a seasoned professional with profound knowledge and experience with Arduino and motor control. Ideally, you should have: - Extensive experience with Arduino programming. - Understand how to code for servo motor control. - Significant background with sensor data collection and device communication. Specifically, your task is to develop an Arduino code to control a single servo motor. Your main role will be programming the Arduino to control the actuator and to communicate appropriately with the device. Proven experience in similar projects will be highly appreciated but is not mandatory. Extra points for creative problem-solving and the ability to work independently.

I need a website that recommends music tailored to the emotional state of the user. The emotions to be recognized by this system are happiness, sadness, and anger. Rather than users manually selecting their current emotion, the system should detect the mood based on their behavior. The key objectives include: - Creating a user-friendly interface for easy interaction - Integrating an effective behavior-based mood detection algorithm - Implementing a diverse music library to accommodate the selected emotions Ideal candidates for this project should have strong skills in web development, AI, and mood detection algorithms. A thorough understanding of user-interface design and experience in building music-based applications will be extremely helpful. This is...

I need a skilled developer to create a custom autofiller application for me. Please skip the questions on the platform that were not answered.+ ...After every change moving forward move the build number up a little 4.1,4.2 3. Change “Refresh button to “ Button that says “Refresh” 4. Integrate SQUARE POS API ..SYNC Name. DOB, address . number to (POS) add to customer list 5. Change background color of entries window to #cee4ed 6. Make autofiller open base pdf so users can change base via adobe so form isn’t broken and remove global autofiller programming a. date formatting, checkboxes should be working after this 7. Add Na to interpreter output of pdf when patient selects no interpreter 8. Make text for cilvil surgeon and preperarer small...

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I am seeking a proficient Python programmer with in-depth understanding of RESTful APIs and statistical data management. Skills and Experience: - Strong Python programming background - Solid understanding and working experience with RESTful APIs and statistical data Project Requirements: - Design an efficient RESTful API that handles statistical data - Write clean, readable, and maintainable Python code The successful freelancer will mainly work with Python to create an API that effectively manages the given data. In-depth knowledge of how to handle statistical data, and transforming it to be utilized by the API is essential.

Project Title: Creation of a Labeled Hair Color Dataset Description: The objective of this project is to create a high-quality, diverse, and labeled hair color dataset. The dataset will be used for the development and testing of machine learning algorithms related to hair color recognition and classification. This project will take place in two steps: Step 1: Initial Testing Phase We require a collection of 500 high-quality images, with 100 images for each of 5 distinct hair colors.(Black, Brown, Blond, Red, Gray) This initial batch is intended for quality assurance to ensure our requirements are met. Step 2: Expanded Dataset Upon satisfactory completion of the first step, we would proceed to the second step which involves the c...

This is a long term project that requires previous experience with rust programming language (similar to C / C++) for Solana programs (Block chain based smart contract). The program is a type of AMM that can receive tokens as liquidity and allow user to swap tokens with the program directly. No frontend is needed. Specific details will be provided to relevant applicants. Please make sure you are familiar with and in your reply please tell me if you are familiar with the rust/ Solana development framework.

I am developing a secret key encryption system on Ubuntu. The primary goal i...sensitive data and enable secure communication. The encryption mechanism should provide a standard level of protection, not too basic yet not overly complex. The system will undergo frequency analysis against monoalphabetic substitution cipher, which requires a certain level of encryption strength to be effective. Key Requirements: - Implementation of a secret key encryption system on Ubuntu - Encryption strength must be set at medium level - Must be able to prevent unauthorized access through frequency analysis against monoalphabetic substitution cipher. -encryption using different cipher and modes -encryption mode - ecb vs cbc -padding, initial vector and error propagation -programmi...

I'm in need of a programmer skilled in Python to aid in the personal integration of a libary some files , with specific focus on `fsspec`. The primary expectation is to ensure it integrates seamlessly with existing Python libraries. Ideal Skills and Experience: • Extensive knowledge of Python programming • Experience in developing Python libraries • Familiarity with `fsspec` is an advantage • Proven task in integrating libraries This task is strictly a personal use project and not linked to any existing or new enterprise. I'm looking to engage with self-motivated freelancers who can deliver optimal results while working independently. Your proposal should provide evidence of prev...

...development of a new Hex Viewer tool. This project involves rewriting an existing tool for which we do not possess the original source code. The purpose of this rewrite is to improve existing functionalities, add new features, and ensure the tool is future-proof. Initial Release Focus: The first release of this tool will be for the Windows platform, with plans to expand to other platforms in future updates. Project Requirements: Understanding Existing Tool: The selected freelancer will be provided with the current version of the tool. It is crucial to thoroughly understand its functionality and limitations. Learning Resources: You will be required to watch training videos related to the tool's usage to familiarize yourself with its current cap...

...Openwisp developer proficient in MySQL for a robust network management system. It should implement the following functionalities: • Network Monitoring: Must include detailed network analytics and monitoring to ensure optimal performance. • Configuration Management: Feature to manage the entire network configuration efficiently. • User Management: Efficient user interface for managing the access of multiple users. The ideal candidate should have a strong command over Python programming language and have experience in handling similar projects. This role requires solid expertise in MySQL database management. Applications from freelancers with an understanding of network infrastructure and operations will be giv...

...This software should be able to interpret and respond to various hand gestures accurately and in real-time. Users can manipulate 3D models (rotate, zoom, pan) using hand gestures. Recognize gestures for specific actions (e.g., pinch to zoom, swipe to rotate) the software should alow us to uplod our own 3d contont into it .The ideal candidate should have experience in developing applications that integrate with Leap Motion technology and have a strong understanding of 3D modeling concepts. Leap Motion Integration: Interface with the Leap Motion SDK to capture hand motion data. Process hand tracking information to interpret gestures User Interface: Visual feedback (e.g., highlighting selected parts of the model). Customization: Allow users to customize gesture...

**Scope of Work:** - **Features:** - Natural language processing to interpret user queries. - Conversion of interpreted queries into SQL statements. - Execution of SQL queries against the existing database. - Display of query results in a format that is easy to understand. - **Technology Stack:** - Backend: .NET Core (existing) - AI/NLP Model: Choice of suitable LLM (e.g., OpenAI's GPT model) - Database: Existing system database - Mobile: Flutter (existing) - Additional Tools: AI model training and integration tools (Python, PyTorch/TensorFlow) - **Deliverables:** - AI model capable of parsing and converting natural language to SQL. - Integration code for connecting AI model with the existing backend. - Updated m...

We require people living in Argentina for AI training. It is convenient if they are experts in programming. ASAP.

I'm looking for a coder with expertise in Python and, ideally, has previous experience with Graph Neural Networks (GNN). The goal is to create a classifier that can distinguish between two classes - 0 and 1 - based on edge weights. Key Task Components: 1. Use of Python programming language for GNN classifier implementation. 2. Incorporate UNSW-NB15 Dataset to structure the graph with nodes and edges. 3. The classifier should focus specifically on the features of edges for classification. 4. Deliverable will be a GNN implementation that will classify edges of the graph using edge features This project requires knowledge of Python, GNN, and familiarity with the UNSW-NB15 Dataset. Your ability to conceptualize, develop and deliver a...