Autoassociative neural network matlab code jobs

...below, we would love to hear from you! How It Works: - *Charge:* ₹10 to ₹1000 per minute - *Earnings:* 70% credited directly to your account - *Work Flexibility:* No fixed hours; you work at your convenience Project Categories & Expertise Required: 1.*Digital Services* - Digital Marketing - E-commerce - Website Development - Product Development & Design - WiFi and Network Setup 2. *Agriculture* - Precision Agriculture (Crop Selection, Soil Management, Pest & Disease Control) 3. *Animal Husbandry* - Dairy Farming - Livestock Management - Poultry Farming - Fisheries 4. *Marketing* - Lead Generation - Brand Management - Distribution Channels 5. *Personal Finance* - Investments - Taxa...

Job Title: Business Development Freelancer for Overhead Con...opportunities. 4- Reporting: Provide regular updates on progress, market insights, and competitive analysis. Requirements: 1- Experience: Proven track record of sales to Distributors, Utilities, Wholesalers of electrical equipment to Transmission & Distribution. Interested freelancer should be based in Europe. 2- Knowledge: Strong understanding of ACSR & HTLS conductors and their applications. 3- Network: Established connections within the European for T&D equipment. 4- Skills: Communication, negotiation, and interpersonal skills. 5- Self-Motivated: Ability to work independently and meet targets. Compensation: This position operates on success fee basis with compensation tied to conversion of leads contracts...

Job Title: Business Development Freelancer for Overhead Conductors (A...opportunities. 4- Reporting: Provide regular updates on progress, market insights, and competitive analysis. Requirements: 1- Experience: Proven track record of sales to Distributors, Utilities, Wholesalers of electrical equipment to Transmission & Distribution. Interested freelancer should be based in US. 2- Knowledge: Strong understanding of ACSR & HTLS conductors and their applications. 3- Network: Established connections within the US for T&D equipment. 4- Skills: Communication, negotiation, and interpersonal skills. 5- Self-Motivated: Ability to work independently and meet targets. Compensation: This position operates on success fee basis with compensation tied to conversion of leads contracts...

I'm looking for a seasoned developer to create an MLM Binary System for both web and mobile platforms. The system should include features for: - Commission Calculation: The system should be able to accurately calculate commissions based on the MLM binary structure. - Genealogy Tree: A visual representation of the network should be incorporated, showing the hierarchy and relationships within the structure. Ideal candidates should have extensive experience in MLM software development and be proficient in both web and mobile development. Knowledge of user-friendly UI/UX design principles would be beneficial, as the system should be intuitive and easy to navigate for all users. Please note, I have not specified a preferred programming language or framework for this project, so ...

I'm in need of IT support for my small business, specifically focused on network setup and ongoing maintenance. Key Responsibilities: - Ongoing network maintenance to ensure smooth operations - Regular updates and backups to secure data and optimize performance Ideal Skills: - Proven experience in network setup and maintenance - Proficiency in implementing regular updates and backups - Excellent problem-solving skills for troubleshooting network issues Looking forward to your proposals.

...feature-rich coupon code website. The platform will leverage a Headless WordPress setup, where WordPress will serve as the backend and the frontend will be developed entirely in JavaScript. This is a high-priority project, and we require someone who can work in a pair programming mode with our team. We are looking to build a GrabOn-like coupon code website that utilizes Firebase as the primary backend (including notifications and all relevant Firebase modules), paired with a modern JavaScript frontend (e.g., , Node.js) for superior performance and scalability. Additionally, WordPress will serve as an admin panel purely for managing content, while the core business logic and data handling will reside in Firebase. Project Overview We aim to create a sleek, modern coupon...

I'm seeking a skilled mobile app developer to create a QR code printing application that operates on both iOS and Android platforms. The app should be capable of generating and scanning QR codes, with a specific focus on QR codes containing contact information. Key Features: - Cross-platform compatibility (iOS and Android) - QR code generation (specifically for contact information) - QR code scanning capabilities - Printing functionality Ideal Skills and Experience: - Proficient in mobile app development for both iOS and Android - Experience in creating apps with QR code functionality - Knowledge of handling contact information in QR codes - Prior work with printing functionality in mobile apps Please provide examples of similar apps you have developed ...

I'm looking for a WordPress developer with a strong design sensibility to help me improve a few parts of my website. The components to be redesigned and delivered as coded components are: - The **booking form**: The goal here is to enhance the visual design to a modern and clean aesthetic. The form should also be optimized for ease of use and quick submission. - The **car blocks** on the homepage: These should be visually appealing and consistent with the overall modern and clean style. - The **price list** on the car page: This component should be redesigned to improve its visual appeal and usability. Ideal candidates for this project will have: - Extensive experience with WordPress development - Strong skills in web design, particularly in creating modern and clean layouts - A...

I'm seeking a virtual assistant who specializes in cold emailing for lead generation targeting Real Estate businesses. Your primary role will be to craft and send engaging cold emails with the goal of generating potential business leads. Ideal Skills: - Experienced in cold emailing - Ex...to craft and send engaging cold emails with the goal of generating potential business leads. Ideal Skills: - Experienced in cold emailing - Excellent written communication skills - Understanding of lead generation strategies - Familiarity with business-oriented communication - Data entry and scheduling experience is a plus but not a primary focus Your role is crucial to expanding my business network and generating potential opportunities. A proactive approach and persistence will be key i...

I am seeking a seasoned electrical engineer with a strong focus on power systems, particularly in distribution. The primary task will involve conducting fault analysis on our power distribution network. Ideal skills include: - Extensive knowledge and experience in power systems and distribution - Proficiency in fault analysis methodologies - Strong problem-solving skills and attention to detail Your expertise will be critical in identifying and resolving issues within our power distribution system, ensuring its reliability and efficiency. Must be a licensed professional, electrical engineer.

...classify minerals. Key Project Components: - Development of a Windows-compatible application. - Implementation of supervised learning techniques for mineral classification. - Use of TensorFlow, Scikit Learn and OpenCV for AI implementation. Ideal Skills and Experience: Develop an AI-based image processing framework for mineral identification in thin sections. Design and implement convolutional neural networks (CNNs) for image classification tasks. Preprocess and analyze thin-section images under plane-polarized and cross-polarized light. Train, validate, and test machine learning models for high accuracy and reproducibility. Optimize software tools using Python and relevant libraries such as TensorFlow, OpenCV, and Scikit-learn. Evaluate and compare model performance with ...

I'm working on a project focused on optimizing the retrieval speed of an Automated Storage and Retrieval System (ASRS) and creating simulation models in MATLAB. Key Requirements: - Optimization of retrieval speed for the ASRS system - Development of discrete event simulation models in MATLAB - Experience with ASRS systems and MATLAB Ideal Skills: - Proficiency in MATLAB - Experience with ASRS systems - Knowledge of discrete event simulation Your expertise in these areas will be crucial for the success of this project. Please provide examples of similar projects you have worked on in the past.

I need a skilled graphic designer to create a classic-style design for a double-sided restaurant menu. The specific menu content will be provided in a Word document. Ideal Skills: - Proficient in Adobe Illustrator, InDesign or similar design software - Strong understanding of classic design aesthetics - Prior experience in restaurant menu design - Excellent attention to detail

...Internal Communication: In-built messaging system for team coordination. Training Resources: Provide access to instructional videos and track employee progress. 5. Customer Engagement Loyalty Program: Reward repeat customers with points or credits. Referral Program: Customers earn $10 credits for referring others, tracked through a network system. Multi-Level Marketing (MLM): Earn percentages from sales or referrals made by others in the customer’s network. Store-Created Accounts: Allow the store to create and manage customer accounts. 6. Profit Share Calculation Partner Profit Splits: Calculate monthly profit splits for partners (e.g., 50/50, 40/60). Reporting: Generate detailed profit share reports. 7. Guided Store Setup Phone Repair Store Guide: Step-by...

I'm in need of a MATLAB expert to design a DC power supply for me. Specifications - Output Voltage Range: 5-12V - Maximum Current Rating: 5A - Additional Features: Overvoltage protection and Current limiting Ideal Skills - Proficiency in MATLAB - Experience in designing DC power supplies - Knowledge of power supply safety features Please, if you have the necessary skills and experience, bid for this project.

...video quality is a minimum of 720p. - Re-upload the videos to my social network. To apply, please: - Download the app Y Video from the App Store, create a profile, and add a profile picture. - Submit a screenshot of your profile along with your application. - Based on your contributions, I will hire top performers as virtual assistants. Ideal candidates will have: - Experience with social media and content curation. - Understanding of trending video categories. - Ability to source high-quality, watermark-free content. Need people to download and reupload viral videos from Youtube shorts/Instagram Reels/ TikTok (without watermarks) to my social network. ENGLISH/USA VIDEOS ONLY

As the owner of a small private cloud company, I am in need of an experienced engineer with expertise in Proxmox, VMware, and Microsoft networks. My requirements include: - Assistance with Server Configuration: I need help to optimize the settings and ensure the servers are running smoothly and efficiently. - Network Troubleshooting: I require an expert who can swiftly identify and resolve any network issues that may arise. - Ongoing Support: This is not a one-off project, but rather an ongoing relationship. I can handle minor daily issues, but I need someone to step in for major server problems and networking challenges. The most critical aspect of migrating from VMware to Proxmox for me is data migration. I need to ensure that all data is transferred accurately and secu...

software development: 1. Core Platform Features Centralised Collaboration & Security: Google Workspace integration for file sharing, team proj...Tools for mapping urban development, public transit, and energy-efficient properties. 12. Metaverse and Quantum Metaverse: Tools for buying, selling, and developing virtual properties. Augmented reality (AR) for interactive property design and visualisation. Quantum Computing: Advanced property market forecasting with cutting-edge analytics. 13. Networking and Community Professional Network: A global ecosystem connecting agents, brokers, and service providers. Peer-to-peer referral systems and industry forums. Community Engagement: Livability index scoring for neighbourhoods, including schools, healthcare, and entertai...

Looking for a freelancer who can help complete the design (presently 75%) of Divi WordPress and Elementor sports news and entertainment site. Must know how to utilize the latest word press plugins, programs and widgets, be familiar with Rss feeds, affiliate programs, advertiser platforms and how to efficiently design layouts and graphics. Need help in uploading articles, videos, social network posts and must be able to follow instructions. Would prefer someone who has knowledge of US and Canada professional sports teams and leagues. At minimum, must be very English language fluent. Some of the content existing on website is outdated and must be updated and it will be necessary for freelancer to assist and make recommendations to find the best sports articles, videos, feeds and feat...

I'm looking for an experienced professional to set up a private DNS server for me. The primary function of this server will be to control internet access across my network. I can provide real-world examples to illustrate my needs. Key Requirements: - Setting up the DNS server on a Windows platform. - Using BIND as the DNS server software. - Implementing controls to manage internet access on the network. Ideal Skills and Experience: - Proven experience with Windows server setup. - Extensive knowledge and experience with BIND. - Strong understanding of network management and internet access control. I look forward to your bids.

I have a code and I need to implement the following steps: Install Node.js and NPM if you haven't already. Set up a new React app using create-react-app. Install dependencies like Material UI and axios. Add the code I provided in the appropriate files in your React app. Optionally, set up a backend API to interact with the AI engines. Run the React app and test the search functionality.

Code analysis, problem correction, first try

I need to have files like the one labeled Spikes converted to Spikes After.xlsx. For Spikes Before: Column 1 is the condition (5% or 9% CO2) Column 2 is the time in ms of the peak of each action potential. Note: That it goes eve...sure if two spikes are separated by more than 10 s that you save a 0 in each row without a spike. I forgot to mention that the two columns of data in Excel (Condition and Time) were originally in another spreadsheet (ClampFit Events) and I copied and pasted them into Excel. So you don’t have to read them from and Excel file. Instead you can just copy and paste them into a MatLab data array and then write code in MatLab to detect how many spikes/events occur for every 10 s (10000 ms). It would be best if you then save the final resul...

Independent business partner needed in USA, Europe Are you looking for a flexible, high-reward opportunity? We’re seeking a self-sufficient business partner to join our team and sell our premium AI development, web application, ERP development service, Digital marketing services. This role is commission-only, and you’ll earn 10...improve their online presence. • Enjoy high commission rates and the opportunity to scale your earnings. • Gain flexibility and autonomy while growing professionally. Important Notes: • This is a 100% commission-based role. Payment is made only after successful client acquisition. • Ideal for freelance sales professionals, individuals with an entrepreneurial spirit, or anyone with a strong network of business contacts. ...

EXCEL Manufacturing Product scheduler/run time tracker We are developing a means to schedule components in an integrated excel spreadsheet that includes various production steps: (Functions) Laser, shear, punch, bend, paint, assembly, weld, assembly 2, shipping. To be save on a network-share point so all can access same document. The idea is to have a laptop at each station (listed above) 1a,1st step: Manual enter/copy paste-from engineering Initial step-Enter data (component part number(description)) into the first sequence, list all items from the project that needs to be produced. once entered, you can filter material gauges, material types in order to consolidate production run on the LASER. When running the selected items (check box) we track time to produce on laser (star...

I'm seeking a computer science specialist with a strong background in machine learning to enhance an existing AI-powered software. This software is designed to automatically identify minerals under thin sections using photomicrographs. I already have the code, but it requires improvements and updates to boost its performance. Key Requirements: - Improve the accuracy of mineral identification. - Update the use of Convolutional Neural Networks (CNN) for better performance. - Incorporate the identification of additional minerals, specifically Peridotite. Ideal Candidates Should Have: - Extensive experience in machine learning and computer science. - Proven expertise in improving AI software and machine learning models. - Familiarity with mineral identification processes ...

There is a repository on github that contains the Whaticket code with some modifications. This code includes a connection to Facebook, Instagram and has a native integrated flowbuild. I am having a lot of difficulty installing it on my Hetzner VPS server. I need a programmer who can get the repository and get it running perfectly. If someone already has another more complete Whaticket code with more features, we can negotiate.

I am seeking a skilled Python developer to enhance my web scraping code. The primary focus is to improve the accuracy of the data being collected. The code currently scrapes textual data from various websites. Key Requirements: - Expertise in Python, specifically in web scraping libraries such as BeautifulSoup, Scrapy, or Selenium. - Proven track record of improving code accuracy. - Experience with web data extraction. Please provide examples of your previous work in your proposal.

I need assistance troubleshooting and correcting some Arduino code. The code is supposed to turn on a small pump and keep it running until a set conductivity threshold (780) is reached in the water. This is part of a larger science fair project focused on Diabetes. Ideal Skills: - Proficient in Arduino programming - Experienced in troubleshooting and correcting code - Knowledgeable about conductivity sensors The task should be relatively quick and straightforward for someone with the right skills and experience. Please reach out if you can help. Thank you!

We're Hiring Graphic Design Interns! Are you a creative thinker with a passion for design? Join our team and gain hands-on experience in crafting eye-catching marketing materials for our growing caravan rental startup! ?✨ What’s in it for you? 1. Mentorship from IIT-IIM alumni to accelerate your career ? 2. Opportunity to leverage a strong professional network ? 3. Work on real-world projects that make an impact 4. Certificate of completion and potential full-time opportunities 5. Stipend: 10k per month Who can apply? 1. Proficient in Adobe Photoshop, Illustrator, Canva, or similar tools 2. Creative mindset with an eye for detail 3. Ability to meet deadlines and work in a fast-paced environment 4. If you're ready to kick-start your design career, apply now and b...

...(First Fold) Headline: "Find the Perfect AI Agency for Your Project ?" Subheadline: "We connect you with top AI agencies worldwide, offering personalized guidance to bring your AI project to life." Call-to-Action (CTA) Button: Text: "Schedule Your Free Consultation Now!" Action: Scrolls down to the sign-up form. Visuals: A clean, modern image or animation showing AI concepts (e.g., a network diagram, futuristic interface). Include a trust badge or a small note like: “Trusted by businesses worldwide.” 2. Benefits Section Headline: "Why Choose AITopMatch?" Key Benefits: Curated Agency List: "Access top-tier AI agencies vetted for quality and expertise." Tailored Solutions: "Get personalized recommend...

I am seeking a Python expert to help me review my code. Ideal skills and experience: - Strong proficiency in Python - Experience in code review - Ability to identify and suggest improvements - Excellent communication skills

...WordPress developer to diagnose and fix issues with my multi-site setup. MUST HAVE Extensive experience with WordPress, particularly multi-site setups I CREATED ONE multi site which has a domain and subdomain using WP Network Setup Feature. USING TWO THEMES - Main - Porto Theme - Subdomain - HiStudy Theme - PROBLEM: To keep Porto (main) and Histudy (subdomain) theme developers from accessing each other's areas, I MOVED the subdomain out of public_html which broke the multi site setup. DELIVERABLE: a. Network Plugins work in domain and subdomain without issues. :: Plugin updates should also show no errors. b. One database for all products, events, courses on domain and subdomain c. One database for customer data and

...provision the foundational AWS resources, including but not limited to: - Virtual Private Cloud (VPC) - Subnets (Public and Private) - Internet Gateway and Route Tables - Security Groups and Network ACLs - S3 Bucket - Basic IAM roles and policies - Ensure the script adheres to best practices for scalability, security, and maintainability. - Provide clear documentation on how to deploy and manage the created resources using the script. - Conduct a walkthrough of the script and its deployment process. Requirements: - Proven experience with *AWS* and *Terraform* for Infrastructure as Code (IaC). - Strong understanding of AWS networking concepts (VPC, Subnets, Security Groups, etc.). - Familiarity with AWS Identity and Access Management (IAM). - E...

...potential incidents or problems, and attempt to eliminate them to occur in the future Support Authorized Users in connecting or attempting to connect to corporate network and assist in the coordination and completion of accessing LAN, print, and file services; connection to WAN; and accessing appropriate LAN segments Provide repair and maintenance for mobile devices Install, upgrade and repair EUC equipment (desktops, laptops, monitors, and associated peripherals) Provide software break/fix services and replacement of non-warranty assets for end users Provide network printers and scanner network connectivity, including providing network support for device configuration, for IP addressing, and direct TCP/IP output Provide warranty and break/fix support for net...

...VDS Scheduled In-meeting Chat Timed chat messages (host or participant mode) Possibly using Web SDK’s () or UI automation Windows 11 VDS Environment Chrome, Node/Python setup Windows Task Scheduler or other orchestration Logging and retry logic if errors occur Unattended Operation (365 days) Orchestration (CRON-like scheduling, pm2, etc.) Exception handling (Zoom login errors, network issues) Logging/monitoring (email alerts, Slack messages, etc.) (Optional) AI or CRM Integration If advanced chat response (AI) or marketing automation is relevant Not mandatory, but beneficial for future expansions Additional Details Deadline: Within 3 days for an initial proof-of-concept (if feasible). A fully stable solution may take longer. Budget: Starting at $1000+ Policy Note: ...

My Streamlit-based Python project has maintainability issues and a few UI bugs that need fixing. The code requires refactoring for better maintainability, and there are a couple of UI components that aren't working correctly. Key Requirements: - Refactor the existing Python code to improve maintainability. - Fix UI bugs affecting buttons and the layout. - Address layout issues including misalignment and overflowing content. The ideal freelancer for this project should have extensive experience with Python and Streamlit, a deep understanding of code maintainability, and a keen eye for UI/UX issues. Your ability to deliver a well-structured, maintainable codebase and a smooth-functioning, properly aligned user interface will be crucial for the success of this pro...

My Python code has some logical bugs that need to be fixed. The issues occur every time the program runs. I am looking for an experienced Python programmer who can debug the code and ensure it runs smoothly.

...Banking Professionals Description: This foundational course introduces participants to the core principles of Artificial Intelligence (AI), breaking down complex concepts into relatable and practical knowledge tailored for banking professionals. Participants will explore the history, evolution, and current trends of AI, gaining an understanding of how AI technologies, such as machine learning, neural networks, and natural language processing, function and interact. The course emphasizes AI’s relevance to the banking industry, highlighting key applications like fraud prevention, customer service automation, and operational optimization. Case studies of AI usage in banking will be shared to contextualize its potential. By the end of the course, participants will not only be f...

I'm seeking a consultant with a strong background in Private Equity (PE) funding within the real estate sector. The primary goal is to attract Angel Investors for my start-up. Key Responsibilities: - Preparing an engaging pitch-up report aimed at attracting investors - Crafting a ...Angel Investors for my start-up. Key Responsibilities: - Preparing an engaging pitch-up report aimed at attracting investors - Crafting a comprehensive project report The attractive aspects of my start-up include: - An innovative business model - A strong market demand - An experienced management team Ideal candidates should have: - Extensive experience in the real estate industry - A solid network of potential Angel Investors - Exceptional skills in preparing investment pitch reports and projec...

I'm looking for an expert in social media marketing to help boost user sign-ups via a referral code. Key Deliverables: - Develop a strategy to promote the referral code on Facebook. - Create engaging content that encourages shares and interactions. - Monitor and report on progress and user sign-ups generated from the campaign. Ideal Skills: - Proven experience in social media marketing, specifically on Facebook. - Strong content creation skills. - Ability to analyse and report on data.

I'm experiencing an issue with my Wordpress site where the product filter isn't returning the correct results. This is a critical issue that needs urgent attention. It appears to be stemming from a custom code implementation rather than a plugin or built-in functionality Anydesk Ideal Skills: - Expertise in Wordpress - Proficient in PHP and JavaScript (as these are common languages for Wordpress custom code) - Strong debugging skills Experience with developing and maintaining Wordpress e-commerce sites is a plus. A keen eye for detail and a methodical approach to problem-solving will be essential in diagnosing and fixing this issue.

I'm seeking a professional network engineer with extensive experience in implementing mesh network topologies to optimize performance. Key Requirements: - Design and implement a mesh network topology. - Use Cisco devices for the network. - Focus on optimizing the network for performance. Ideal Skills: - Proficient in working with Cisco devices. - Strong understanding of mesh network topologies. - Proven track record in performance optimization in network design.

I'm looking to develop a unique, interactive, web-based Code Adventure Game with a focus on Python programming. The goal of the game is to help adult users learn programming in a fun and engaging way. Key Features: - Simple, easy to implement game structure, but with novel twists to keep it interesting - Each level will present a programming challenge that the user must solve to progress - Challenges will involve fundamental programming concepts such as printing messages, using conditionals, loops, and functions - Game will primarily include graphical puzzles, adding an extra layer of complexity and engagement - Designed specifically for adults, so challenges will be targeted at this demographic Ideal Skills and Experience: - Proficient in Python with a strong understanding ...

I need a Node.js based proxy server for mobile devices to monitor traffic. This proxy should catch both HTTP and HTTPS requests and responses, capturing full packet data. Security is paramount for this project, so the proxy should implement SSL/TLS encryption, IP whitelisting, and various authentication mechanisms. Ideal Skills: - Proficient in Node.js - Experienced in network programming - Understanding of mobile network characteristics - Knowledge in implementing security features in proxies

...to a 40 minute interview on Google meetings where you will be asked the following questions: Name Location Work Veganism background Web Skills Management / People Skills Event production skills Marketing & promotion Social media experience Availability Your ideas for promotion after we are set up What kinds of retreats would you organise if you could Who would you add to our roster Promotion network ideas Examples Regtreat organisation Would you join our roster?You will also be asked to take notes from the meeting and follow up on items discussed in the meeting as will we in efforts to support you. Looking forwards to meeting you and discussing a co-operation to create an inspiring example of the culture of compassion. Yours sincerely, Charles Director - Green Campus Ltd...

...GPS functionality. Project is based on C++ code for Telecom + GPS programming. We are looking for an experienced freelancer to review and fix a C++ codebase developed in the Arduino environment. The project involves programming an ESP32 to work with a GPS correction system using NTRIP and communicating with the ZED-F9P module via I2C. Code is ready but we are having some issues, and they must be fixed. - we have the project hardware done, just need to get the code fixed, we can test locally after changes. Project Overview: The system receives GPS correction data via NTRIP using an internet connection through either Wi-Fi or mobile data. These corrections are then transmitted to the ZED-F9P module to enhance GPS accuracy. Currently, the code has issues s...

We have an old PHP Website, we need to relaunch this website with new layout. The new layout ( HTML + CSS ) is ready. There will be other contents. We also have a simple CMS for the website where we create menu, texts links etc We will add new menu and texts in this CMS and display in our Website

...Remote Work Project Overview: Debug and validate research code comparing Isolation Forest and LSTM effectiveness in anomaly detection, focusing on their combined performance improvement. Key Responsibilities: Debug existing codebase that: Tests Isolation Forest performance Tests LSTM performance Evaluates combined model approach Validate results showing: Individual model metrics Combined model improvements Statistical significance Performance comparisons Required Skills: Strong Python/ML debugging experience Familiar with Isolation Forest and LSTM Experience with performance metrics Statistical analysis capability Key Focus: Validate that combining these models provides measurable improvement over individual approaches. Note: Code is already implemented - role fo...

I'm seeking an expert in Graph Neural Networks (GNNs) with a specific focus on link prediction for a research paper. The dataset I'm working with pertains to mule account prediction. Your assistance is needed in: - Data preprocessing and feature engineering: I need help preparing my data for analysis, including identifying relevant features and refining the dataset for optimal use. - Model development and training: I require support in creating and training a suitable GNN model for link prediction. - Analysis and interpretation of results: Finally, I need assistance in analyzing the outcomes of our model and interpreting the results in the context of our research. Ideal candidates for this project should have: - A deep understanding and experience with GNNs and link pre...