Multiclass classification example işler

tek bir örnek anylogic programinda yapilip raporlanicak. 2 sayfa rapor yeterli. Programa az biraz hakim olan birine, benim örnegim oldukca kolay gelicektir

Konu başlıklarına göre RSS kaynaklardan yazarların makaleleri çekilip veri tabanında saklanacak. Sonra konularına göre sözlük oluşturulup classification fonksiyonları eğitilecek. sonra yeni makalelerin hangi konuda olduğunu anlayacak bir uygulama yapılacak Uygulama PYTHON da yapılmalı. Acilen tekliflerinizi bekliyorum.

...am seeking a freelancer to contribute to a project I am designing for medical image classification, leveraging a Convolutional Neural Network (CNN) for optimum results. Key responsibilities will include: - Developing and implementing CNN architecture - Deploying deep learning models for image classification tasks - Ensuring robust medical image classification with accurate results As this project requires specialized skills, the ideal freelancer will have the following experience: - Proficient knowledge in leading AI and machine learning programming languages, especially Python - Experience with CNNs and a solid understanding of deep learning methodologies - Demonstrable expertise in the classification of medical images If you have extensive experience ...

I'm in need of an original NLP model that can match the performanc...BTech project. Key Project Elements: - The NLP model should be tailored for social media data from Twitter, Facebook, and Instagram. - It should be designed to tackle sentiment analysis, text classification, and named entity recognition tasks, similar to XLNet. - The model must be unique in its approach and not a reiteration of XLNet or any existing model. Ideal Freelancer: - Proven experience in creating NLP models from scratch - Extensive knowledge of XLNet and other advanced NLP models - Familiarity with social media data processing - Strong background in sentiment analysis, text classification, and named entity recognition - Excellent communication skills to ensure project objectives are met wit...

As part...with strong background in XLNet or similar models, to help me develop a performance-enhanced version of XLNet. Our goal is to employ this model for text classification, specifically focusing on sentiment analysis. Key Job Requirements: - Expertise in NLP and familiarity with XLNet - Strong understanding of text classification techniques - Competency in sentiment analysis The final model must exhibit: - Enhanced performance attributes similar to XLNet - Improved accuracy over its predecessors - Better compatibility with existing systems This innovative model will serve the core purpose of effective sentiment analysis through text classification based on user sentiment. Please ensure your proposal covers your experiences in these areas and includes any rele...

I'm seeking an expert in Excel analytics. This project involves working with existing but undisclosed business data to help me un...undisclosed business data to help me understand and optimize the business's performance through indicators like KPIs. The freelancer's task encompasses: - The creation of robust dashboards that effectively communicate KPI outcomes. - The execution of classification analysis to differentiate key data points. - Clustering the data into discernable patterns to aid business decision making. Ideal skills for this job include Excel proficiency, data analytics experience, and an understanding of key business metrics such as KPIs, dashboards, classification, and clustering. A background in business data analysis and the ability to assign...

...detailed and engaging descriptions, including: - Overview: Brief introduction to the product. - Details: Materials, dimensions, and features. - Features: Design inspiration, intended use, special characteristics. - Care Instructions: Guidelines for product maintenance. - Tag Optimization: Use relevant and varied keywords to improve searchability. - Category and Attribute Selection: Ensure accurate classification for each product. - Personalization Options: Clearly outline any available customization options. - SEO Optimization ( most important) : Integrate keywords naturally into the title, description, and tags. Requirements: Proven experience in managing and optimizing Etsy listings, preferably in the fashion or jewellery niche. Strong understanding of Etsy SEO and best practi...

...primary objectives of this urgent project include: 1. Multi-Modal Data Integration: Develop algorithms to effectively fuse information from text, images, and audio sources to capture the holistic context of emotional expression. 2. Text Analysis: Implement state-of-the-art NLP techniques to extract sentiment and emotion from textual data. This involves sentiment polarity detection, emotion classification, and fine-grained sentiment analysis. 3. Image Analysis: Utilize deep learning architectures such as convolutional neural networks (CNNs) to extract features from images and recognize emotional cues, facial expressions, and body language. 4. Audio Analysis: Employ signal processing and machine learning techniques to analyze audio signals and identify emotional content, includ...

I'm in need of a skilled individual or team to help me with a machine learning project focusing on image classification. The purpose of the models is primarily for classification, not any other form of analysis. Key Requirements: - The models will be working with image data, so experience in deep learning and image processing is a must. - The processing needs to happen in real-time. It's a critical aspect of the project. Ideal Skills: - Proficient in image processing and deep learning techniques. - Experienced in developing and deploying real-time machine learning models. - Strong background in image classification and neural networks. If you have a portfolio or past project that demonstrates your abilities in these areas, I'd be very interested in t...

I am in need of a seasoned Python AI/ML developer who specializes in Natural Language Processing, specifically focusing on Text Classification. The task is complex and requires a high level of skill and understanding of AI/ML algorithms. Ideal Skills: - Proficient in Python - Strong experience with AI/ML - Expertise in Natural Language Processing - Track record of successful text classification projects - High attention to detail The successful candidate will deliver a robust and accurate Python AI/ML code that can effectively classify text materials. The developed software should accurately sort and classify written content according to specified categories. This could lead to further similar work for the right candidate. Your previous work experience in similar projects ...

The task involves integrating a machine learning model, specifically in the ONNX format, into a Flutter application to enable text classification into five categories based on user descriptions. This requires the development of a custom Flutter plugin that facilitates communication between Flutter's Dart code and native code on both Android and iOS platforms. The plugin will utilize the ONNX Runtime to handle the loading and execution of the model, with the Flutter application calling this plugin to process and classify text inputs. (My budget is no more than 30 euros but i will habe 3 models on the same application if you are successful so please do not waste both of our time if you dont have time or dont agree with the budget.)

I'm in need of a skilled professional who can develop a video analytics and processing tool for me. This tool will primarily be used to ...used to analyze video files in MP4, AVI, and MOV formats. The core requirements for this project are: - Vehicle Counting: The tool should be able to accurately count the number of vehicles in a given video file. - Vehicle Classification: It should also be able to classify the vehicles in those videos by type. The ideal completion timeframe for this project is within a month. Given the complexity of the task, I'm keen on working with someone who has prior experience in developing AI-based video analytics tools, particularly in the realm of vehicle counting and classification. If you've got the skills and the experience, I l...

I am seeking a professional with experience in clinical prediction model development to create a tailored system for my organization. This project will focus on using patient demographic information, medical histories, and clinical observations to identify high-risk patients. The desired output of this model is twofold: 1. The Probability of high-risk classification - this will enable us to determine the likelihood of a patient being categorized as high risk. 2. The Severity level of risk - this information will quantify the degree of risk associated with each patient. Preferred skills and experiences for this project are: - Clear understanding of clinical data and how to interpret it. - Proven experience building predictive models, especially in a clinical or medical setting. - ...

Implement a BERT model for text classification to filter emotions of Twitter posts based on their content.

...classifications (A, B, C) and demand patterns to inform strategic purchasing and product placement decisions. 3. Functional Requirements 3.1 Inventory Management Product data management: Maintain a comprehensive database of products with attributes (SKU, name, description, unit cost, etc.). Inventory tracking: Track stock levels across all locations (warehouses and branches) in real-time. ABC Classification: Classify products into A, B, and C categories based on Pareto analysis (annual demand value or other chosen parameter). Minimum reorder point (ROP) calculation: Automatically calculate optimal reorder points for each product considering lead time, demand variability, and safety stock. Purchase order generation: Generate purchase orders for suppliers based on calculated reor...

...processes. This project aims to improve the classification accuracy of predominantly product and entertainment videos. The specialist should keenly and proficiently handle tasks including: - Video Editing: Refining the quality and premises of the videos. - Video Encoding: Converting video files from one format to another without compromising their quality. - Video Transcoding: Transforming videos into different formats for smooth viewership across several platforms. The ideal freelancer should have a proven track record of accuracy in video classification and experience in video processing techniques such as editing, encoding, and transcoding. The ultimate goal here is to enhance the search capabilities of the videos through improved classification accuracy. Being...

I'm in need of a skilled data analyst experienced in machine learning methodologies for a medium-sized project. The task will include: - Working with a dataset comprising both numerical and categorical data - Applying data analysis methodologies to draw insightful conclusions I have a code for 3 classifiers , but the valuse for classification report is the same i want you to solve my problem

...skilled data scientist or machine learning engineer to help me with a project on fraud detection. Key Points: - The purpose of the project is to identify fraudulent activity in a social network. - The dataset will be provided in CSV format. Before applying Graph Neural Networks (GNN) for node classification, there are specific feature engineering tasks that need to be completed. Ideal Skills: - Strong background in machine learning, particularly with graph neural networks and node classification. - Experience with feature engineering specific to time-based data (e.g., Von Mises distribution). - Familiarity with fraud detection techniques and best practices in the field. I'm looking to have this project completed as soon as possible. Please only apply if you can co...

I'm in need of a competent virtual assistant for my growing mobile car wash business to help systematize my leads' pool. Your main responsibility w...excellent organization skills will be of immense benefit in carrying out these tasks effectively. Key tasks and qualifications include: - Reaching out and sifting through leads via phone call - Classifying those explicit in their disinterest in our services or no budget - Performing data entry tasks into CRM - Proficient communication, sales email skills - Exceptional organization and classification skills - Ability to work independently Previous experience as a virtual assistant, particularly in lead organization AND SALES , would be highly advantageous. if possible for every appointment booked by you there will be...

I'm looking for an experienced data analyst with expertise in python and data modelling to apply a model and predict greyhound results either winner / loser or position. I have attached a data file 8000+ races and 68 data features. The last two columns contain a finishing 'position' and winner classification. Once you have a model that you think is working I will send you a new data file which your model has not seen and you can provide your predictions. If the model work wells then I am happy to pay for it.

The task involves integrating a machine learning model, specifically in the ONNX format, into a Flutter application to enable text classification into five categories based on user descriptions. This requires the development of a custom Flutter plugin that facilitates communication between Flutter's Dart code and native code on both Android and iOS platforms. The plugin will utilize the ONNX Runtime to handle the loading and execution of the model, with the Flutter application calling this plugin to process and classify text inputs. (My budget is no more than 30 euros but i will habe 3 models on the same application if you are successful so please do not waste both of our time if you dont have time or dont agree with the budget.)

Project Description: I seek a skilled professional to develop a comprehensive methodology for classifying policies and measuring associated risks and compliance. The objective of this project is to establish a clear and efficient process for categorizing company policies based on their strategic importance, risk level, and compliance requirements. Key Deliverables: 1. Policy Classification: - Design a process to classify policies. - Include criteria for determining the strategic importance of each policy. 2. Risk Measurement Scale: - Develop a scalable framework to assess the risk associated with each policy. - This should include quantitative and qualitative measures. 3. Compliance Measurement Tool: - Create a mechanism to evaluate compliance levels for each pol...

I'm in need of a competent virtual assistant for my growing mobile car wash business to help systematize my leads' pool. Your main responsibility w...excellent organization skills will be of immense benefit in carrying out these tasks effectively. Key tasks and qualifications include: - Reaching out and sifting through leads via phone call - Classifying those explicit in their disinterest in our services or no budget - Performing data entry tasks into CRM - Proficient communication, sales email skills - Exceptional organization and classification skills - Ability to work independently Previous experience as a virtual assistant, particularly in lead organization AND SALES , would be highly advantageous. if possible for every appointment booked by you there will be...

I need a minimal flutter example app for android. The app must scan Bluetooth Ibeacons. I do not need a complete UI, simply a button to start scan and another to stop scan. The information obtained from beacons can be showed in a textbox. The monitoring of beacons mut be "Ranging" (each transmition of beacon must be received and showed) Is very important the scan continue in background. When the app is minimized or out of focus, the app must launch a foreground service (or the foregrounn service can be allways active on all the life of app) when te foreground service is running, a permanent notification must be showed (android policy to allow foreground service). The app must request all permitions required to user on start. When the app is minimized, and the foreground...

I'm in need of a professional who can create a 3D Convolutional Neural Network (CNN) model diagram for a brain tumor classification project. I will share file. This will be based on my approach using 3D CNN and Transfer Learning for Brain Tumor Classification.

I need a visual representation of the system architecture for my .ipynb file. This will be based on my approach using 3D CNN and Transfer Learning for Brain Tumor Classification. The main purpose of this diagram is to provide an overview of the system architecture, similar to how it is in research papers. It should be clear, detailed and well-annotated to help me understand the flow of data and the various components involved in the process. Key Requirements: - The diagram should be in PNG format. - Include detailed annotations to help me understand the components, their interactions and the flow of data in the system. - Proven experience in creating architecture diagrams, especially in the context of machine learning or deep learning projects, would be highly beneficial.

I'm looking for a qualified data scraper for a specific platform-oriented task. Your task includes: - Extraction of product information such as Reference, type, value, bed...name, owner email, owner phone, owner category. pickup owner. - Download all images related to each product and save them in a separate folder named according to the product code reference. Ideal candidates will have demonstrated experience in web scraping, data mining, and handling a substantial volume of data extraction for digital products. Proficiency in automated image collection and classification is mandatory, along with familiarity with accessing various platforms to retrieve required data. Your efforts will significantly contribute to my data migration needs. The website in question is in Portu...

I'm in need of a competent virtual assistant for my growing mobile car wash business to help systematize my leads' pool. Your main responsibility w...excellent organization skills will be of immense benefit in carrying out these tasks effectively. Key tasks and qualifications include: - Reaching out and sifting through leads via phone call - Classifying those explicit in their disinterest in our services or no budget - Performing data entry tasks into CRM - Proficient communication, sales email skills - Exceptional organization and classification skills - Ability to work independently Previous experience as a virtual assistant, particularly in lead organization AND SALES , would be highly advantageous. if possible for every appointment booked by you there will be...

Hi are you available for a session sometime within the next 8 hours? I am looking for someone to help teach me and help me to create a C# Web API using ASP.NET core which will be a middleware between an Angular front end and a deep learning model backend ...and help me to create a C# Web API using ASP.NET core which will be a middleware between an Angular front end and a deep learning model backend I have completed a basic start up from Microsofts tutorial - but I am struggling to understand how to link the C# Web API to the front end and to the back end The front end at this stage is a simple button that will endeavour to upload an image for classification - the backend at this stage is a sequence of image pre-processing steps to segment the area of interest from non-areas o...

I am a business owner looking to establish a strong online presence. I'm in the market for an e-commerce website specifically aimed at selling my products. Key features required: - The main feature I need is a robust product catalog. My potential customers should be able to easily browse through my products. Inventory Classification: - The catalog needs to be sorted by price, therefore the ability to effectively categorize products by price is crucial. Ideal Freelancer: - An experienced website developer with a portfolio showcasing previous e-commerce projects. - Proficient with incorporating shopping platforms into a site. - Ability to make an easy-to-navigate product catalog. I need a smooth, hassle-free website that is easy to navigate and caters to customers who ra...

...mining expert to rework my project's problem statement, craft novel project objectives, and link the methodology with a literature review. I'm primarily focusing on Stacking classifier and Hybrid stacking models. The ideal candidate should have a strong background in these models to help develop a completely new approach for my project. Key requirements for this role include: - Expertise in classification models, especially Stacking classifier and Hybrid stacking - Strong experience in data mining and methodology development - Proven track record of combining insights from multiple studies - Ability to write a comprehensive literature review and identify gaps in existing studies Your role will be crucial in not only improving the problem statement and objectives but...

I'm seeking a skilled Python developer who can aid in creating, training, and testing a Convolutional Neural Network (CNN). Specific context about the desired classification problem and the type of images for training/testing are yet to be determined and will be shared as the project goes on. The deliverable of your task will be a working Python code able to solve a given image classification problem, producing corresponding output, which will be discussed further after kickoff. For this task, proficiency in Python and familiarity with machine learning and deep learning frameworks are critical, specifically in areas related to: - Python, with emphasis on libraries for data analysis and manipulation (such as Pandas, Numpy), data visualization (like Matplotlib, Seaborn),...

I am looking for an experienced Flutter developer to create a minimal example that can effectively scan iBeacons for Android. This should be a simple, text-based UI that can display the UUID, major & minor values, as well as signal strength of iBeacons. Furthermore, it's important that the scanner remains functional in the background via a foreground service, providing a simple text notification when interacted with. The detection process must be constant (ranging). Key requirements for the project: - Develop a minimal Flutter app for Android - Ability to scan iBeacons and display UUID, major and minor values, and signal strength - The app should continue to work in the background - Use a foreground service for background function - Provide a simple text notification from...

I am seeking a Machine Learning engineer with proficien...Machine Learning engineer with proficiency in Python. You should be able to apply your skills to solve a classification problem with a text dataset. Key Responsibilities: - Develop and implement a suitable ML model for the text classification problem - Conduct detailed data analysis and preprocessing Ideal Skills & Experience: - Extensive Python programming experience - Wide understanding and experience in Machine Learning, specifically in classification problems - Experience in working with text datasets - Familiarity with popular Python libraries used in ML such as scikit-learn, pandas, and numpy If you have a strong grasp of Machine Learning techniques, particularly in text classification ...

I am looking for a proficient ...Face and Gradio to create a small text classification application. This project involves the following key aspects: - **Functionality:** The primary objective of the application is to perform text classification. This means that it should be able to analyze given text and assign it to a specific category or label. - **Deployment:** The application should be deployed as a web application. Key Skills and Experience: - NLP, Machine Learning - Proficiency in Python. - Experience with Hugging Face - Gradio. - Prior experience in developing text classification applications. - Familiarity with web application deployment processes. Please note, the application does not need to support multiple languages, as it will primarily be used for Engl...

...versions is beneficial. There's also a need to integrate Power Automate, so experience with this tool is essential. Ideal candidates must be proficient with SharePoint, organized, detail-oriented, and experienced in workflow automation and Power Automate. Below is JD Position Title: Functional Business Analyst 2- Run the Business (RTB) Reports to: Enterprise Solution Delivery Support Manager Classification: Exempt Creation Date: February 2023 EEO-1: Professionals Job Summary: This Functional Business Analyst 2- Run the Business (RTB) works within traditional waterfall project teams or within a strategic, agile, DevOps project team. Observing and documenting the current state objectively and develop clear solution requirements through influence, facilitation, and communica...

I have the distilberd model in .onnx format. it cant be done with tflite as i have not used tensorflow in my project. i need a flutter developer to start the integration immediately. it is a model for text classification. my budget is no more than 25 euros for each model. i have 3 models in total all similar on the same application. please bid only if you have time and agree with the budget. i dont want any bargain

I'm in immediate need of a talented machine learning specialist to work on our classification and regression tasks, using numerical data. Key Requirements: - Proficient in ML techniques, particularly classification and regression - Strong understanding of numerical data structures - Able to deliver results in a timely manner, as the project is urgent

i will be creating a website like the given hellman example

...and experienced machine learning professional who can assist me in a project involving image classification for academic research. Key Tasks: - Data Preprocessing: Processing and cleaning the image data to make it suitable for training. - Model Training: Developing and training a machine learning model that can classify images effectively. - Feature Selection: Identifying the most relevant features from the data to improve the accuracy of the model. Goal: - The primary goal of this project is to classify images into specific categories. Final Use: - The classified images will be used for academic research. Ideal Skills: - Proficient in machine learning techniques, especially in image classification - Strong experience in data preprocessing and feature selection - Prev...

We are currently seeking a Machine Learning specialist, specifically with expertise in facial feature extraction, classification, etc. Basically, we have some clusters of human dataset (it's still in progress) including actors (actresses), sportsman, scientists, businessmen, and educators. We'd like to build a model to output the appropriate career according to the input image. If you read this, please include a word "talent" in your proposal so that I can filter some unreasonable bids. Although we have one specific task, the project's scope may expand based on the freelancer's input and the results obtained. Looking forward to your proposals!

...experienced Python - TensorFlow/PyTorch developer to build a Deep Learning model for brain tumor classification. You should be adept with the following tools and libraries: The primary objective of this project is to create a reliable classification system that can accurately differentiate between brain tumors (types). The project will involve the development of a 3D convolutional neural network (CNN) along with transfer learning that can process the provided MRI images effectively. Key requirements for this project include: - Extensive experience in machine learning, particularly with CNNs - Proficiency with medical image analysis, particularly with MRI images - Previous experience with brain tumor classification is highly desirable - Strong understanding of tran...

Example style: We - LigoWave provide easy-to-use wireless networking solutions for businesses and communities, ensuring reliable connectivity with advanced technology. We will be releasing new product and we want video showing the highlight features with "Mike" as our older videos had. We no longer have the contacts of older team who did those videos. I am looking for a talented animator to produce a high-quality 2D video that is under two minutes long. Key requirements are: • Skilled in 2D animation. This is a must as it is the style we have chosen for this video. • An ability to produce engaging and captivating content within a short span of time. The video is less than a 1.30min . • An understanding and ability to work

...text-based multilabel classification model. This project involves the following key elements: - **Model Development**: The core machine learning model is in place, but I need assistance with the writing and documentation surrounding it. Your help in creating a comprehensive thesis document is crucial. - **Incorporating Research Papers**: While I haven't specified a particular way to integrate research papers into the thesis, I'd like a freelancer who can analyze and incorporate these papers effectively. This might involve citing them as references, summarizing them in a literature review section, or making a detailed comparison of methodologies. The ideal candidate for this project should have: - Proven experience in text classification, and ideally, multilabe...

...respondent has a personal loan (No vs Yes) Hint: You need to transform categorial data into numerical data. For example, re-express “Education” as 0 (unknown), 1 (primary), 2 (secondary) and 3 (tertiary). Also, the data does not have any missing entries; hence, you don’t have to ‘clean’ the data. Required: The classification goal is to evaluate the accuracy of the (choosen) model in predicting if a respondent will subscribe to the term deposit (No vs Yes) offered by the bank. Use all the knowledge that you have gained in class on KNN-classification to address this problem. You are free to choose (i) which independent variable(s) to use, (ii) whether you want to estimate the classification model using the entire sample observat...

Hi I need to very basic example on how to call a rest api from Aveva using a put command. It should be build importing .net libs.

I am looking for a highly knowledgeable professional in the field of software engineering, possessing a PhD in computer science. This project requires expert skills in: - Software Requirement Classification, Deep Learning - Technical Writing The task at hand includes high level technical writing, utilizing your extensive knowledge in software engineering to produce comprehensive content. The ideal candidate should have proven experience in this specific area of computer science, with a strong background in academia and, ideally, technical content creation. Your role will involve presenting complex information in a clear, concise manner, with the ultimate goal of producing high-quality content. Your deep understanding of software engineering principles, research methods, and high l...

Detection algorithms that will provide the most accurate incident detection. You do not need to concern yourself about the specifics of the SIEM plugin or software integration, i.e., your task is to focus on accurate classification of malicious events using R. You are to test and evaluate two machine learning algorithms (each in two scenarios) to determine which supervised learning model is best for the task as described. Budget is fixed. Only comment if you able to do in this budget.

I am seeking a proficient software expert to build a Document Workflow Management System that will allow for efficient document creation, classification, and distribution within an organization. Key Requirements: - Ability to support different document types. Although it is not currently defined, this should not exclude the ability to handle varieties such as invoices, contracts, reports etc. - Facility for file sharing to enable seamless departmental collaboration. - A customized workflow for each document type, leading to automatic progression to predefined stages. - Implement conditional approvals based on document types, ensuring that only appropriate documents progress through the workflow. The ideal candidate should demonstrate robust experience in developing document manag...

Hi, we need help compiling and running SDK example C code.