Xgboost classification işler

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.

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 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

...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...

...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...

...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 observations, or splitting the full sample into training and testing sets, and (iii) the optimal k-neighbor value. But...

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...

I need your expertise in classifying a set of numerical data. My project requires an understanding of Decision Trees for successful implementation. Key requirements are: - Deep understanding of Decision Trees/Deep learning - Proficiency in numerical data analysis - Proven experience in data classification Expected Results:- - More than 90% precision for class 1 - More than 20% recall for class 1 here is the dataset: Having the skill to interpret and classify my existing dataset accurately, you will secure this project. Looking forward to a fruitful collaboration!

...skilled web app developer to create an AI-powered text classification system. We are looking for a developer to make a web app that is able to accept any kind of raw text or a pdf and extract raw text from it. So, the initial page can have 2 options for Data Source: Raw Text and PDF (We might add support for other input formats as well in the future). Next, once we have the text available, it should split the text based on the lines. It can split on the full stop character. And then every line must be sequentially given to a ML model. This would be a text classification huggingface model, which can be instantiated via this code: from transformers import pipeline pipe = pipeline("text-classification", model="legal-text-classification/In...

Our client has provided us with the intended use document for software as a medical device, detailing its purpose and general description. While previous consultations resulted in a classification of this device as a class-1 medical device, we now require a comprehensive document that includes the following 3 elements: CLASSIFICATION - The classification of the device based on various medical device framework directives, a justification for this classification, and a list of applicable standards for this software as a medical device. ESSENTIAL REQUIREMENTS - Additionally, the document should outline the essential evidential requirements to demonstrate that the essential standards have been met. RISK ANALYSIS - Furthermore, it should include a thorough risk an...

I'm seeking an expert in creating prediction models, with a specific focus on Linear, logistic Regression. This project entails building a robust prediction model, primarily using numerical data. There is no specific purpose identified yet, thus the model should be of a general nature and able to adapt to various predictions such as product sales, customer behavior changes or spam classification. Ideal Experience and Skills: - Proficient in creating Linear Regression Models. - Extensive experience with numerical data analysis. - Flexibility to adapt the model to different scenarios. - Strong analytical skills and attention to detail. Your creativity and expertise will greatly enhance this project's success.

I'm in need of a skilled professional to assist in the integration of my Facebook ads to HubSpot through Zapier. Key Tasks Include: - Set up automation: Your main task will be to automate lead capture from Facebook Ads to HubSpot. - Classify Incoming Leads: Moreover, leads coming from Facebook Ads need to be categorized in HubSpot by their lev...will be to automate lead capture from Facebook Ads to HubSpot. - Classify Incoming Leads: Moreover, leads coming from Facebook Ads need to be categorized in HubSpot by their level of engagement on Ads. Ideal Skills and Experience: - Proficiency using Facebook Ads, Zapier, and HubSpot - Prior experience in ad-tracking automation, especially involving lead capture - Strong understanding of lead classification and management based on en...

... cargo, track pants, parachute, shorts, capri, cargo shorts. - Fit: Relaxed, skinny, straight, flared, bootcut. - Color: All. - Pattern: Stripes, plaid, solid, checks, washed, frayed, distressed, camouflage, herringbone, houndstooth. - Trims: Button trim, rivet, belt, elastic waist, buckle, zip, and drawstring. The ideal candidate will have experience with machine learning and image classification, and a strong understanding of fashion, particularly men's trousers. The ultimate goal is a tool that can be used to classify men's trousers accurately according to these parameters from digital images....

...to analyze a sizable set of numerical data- comprising over 70,000 samples. Your task will be to make use of the training and test data I will provide to yield the most accurate predictions for the test data. Although I'm open to recommendations, my initial thoughts are to base this on Classification or Clustering methodologies. Your expertise in selecting and utilizing the most efficient algorithm is crucial. Requirements include: * Proven experience in machine learning, specifically with Classification and Clustering algorithms * Strong understanding of how to handle and analyze numerical data * Ability to deliver accurate predictions using large datasets. In your bid, please detail your experience with similar projects. Also, your suggestions for the machine l...

I'm looking for a Machine Learning Engineer with specialized skills in developing and training Zero-shot Learning models for image classification. Key Tasks: - Data Preprocessing: You'll be responsible for cleaning and preparing a dataset of 1,000 - 10,000 images for training the model. - Model Selection and Evaluation: Your expertise in selecting the most appropriate model for this task will be crucial. - Feature Engineering: Extracting and selecting informative features from the images will be a key part of the project. Ideal Candidate: - Strong background in machine learning, particularly with Zero-shot Learning models. - Proficiency in data preprocessing and feature engineering, particularly with image data. - Experience with model selection and evaluation in a simi...

I'm looking...project that involves identifying patterns in customer behavior data. Key Requirements: - Proficiency in Python for data analysis - Extensive experience working with customer behavior data - Ability to create and present insights using visual charts Tasks Involved: - Importing and cleaning the provided customer behavior data - Applying appropriate data analysis techniques to uncover patterns(classification problem) - Presenting the findings through visually engaging charts The ideal candidate would have a strong background in data analysis and visualization techniques, especially in the context of customer behavior data. Experience in using Python libraries for data manipulation and chart creation is also essential.

I'm in need of a machine learning or AI specialist who can adeptly perform data analysis and modeling on image data. Our goal is to read the data from passports of various countries, Data will be in various different languages. We dont want to use any paid api.

I need a freelancer to analyse three different types of vision transformer models: ViT, DeiT, and CCT. The evaluation must focus on their performance i...The key objective of this project is to pinpoint the most efficient model for the task at hand. Skills and Experience: - Proficiency in working with ViT, DeiT, and CCT models. - Strong background in analysing classified images of eye diseases. - Proven record of implementing different vision transformer models for disease classification tasks. These are the research questions I need in my research 1. Which eye diseases may be detected using the primary classification image models? 2. Which datasets are used by vision transformer models, and what are their typical advantages and disadvantages when it comes to diagnosin...

I'm in need of a skilled Flutter developer with knowledge of ONNX model integration for offline classification. I will provide the model in that format and also the flutter project. I need you to integrate so tbat it runs offline on device. They are finetunes distilbert model. My budget is 30 euros and 2 days maximum. If you are interested only then bid

...answers on the last pages with proper explanations. Ideal Skills: Proficiency in Python programming. Experience in API development. Familiarity with question bank systems is advantageous. Knowledge of AI tools and techniques. Some Points need to be considered: Question Complexity Level: The complexity level of the questions can be categorized into beginner, intermediate, and advanced. This classification may depend on the knowledge base used for question generation. PDF Download Options: Primary focus is on developing APIs for the requirement. However user can either save into device or open it within application and it should be password protected with user login password. User Interface Design Preferences: The user interface (UI) design falls outside the scope of this ...

...specialist capable of conducting image classification for facial detection using the YOLOv9 model on Colab. The primary goal is to pin-point and categorize human face images. The key tasks include: - Implementing YOLOv9 model on Colab for image classification - Prioritizing faces as the main class for identification and categorization - Enhancing the model to increase its detection degrees of accuracy - Ensuring the solution is scalable and effective The ideal candidate should have robust skills in: - Python programming - Deep Learning (specifically convolutional neural networks) - Proficiency in Google Colab - Prior hands-on experience with YOLOv9 or similar models. Please note that the work does not require detection and classification of specific fac...

I need an expert in Natural Language Processing, specifically in sentiment analysis and text classification, to assist with my project. While I haven't chosen a programming language for this task, I am open to suggestions. It's currently unclear if I will need a pre-trained or custom NLP model, so both options should be explored. Best fit for the job would include: - Extensive experience in NLP, especially sentiment analysis and text classification - Ability to provide insights on different programming languages for the task - Experience with both pre-trained and custom NLP models.

I'm urgently in need of a bookkeeper who can accurately categorize my last financial year's bank transactions and prepare them for inclusion in the General ledger. This task is primarily for tax filing purposes. My business currently operates on Quickfile so proficiency in this software is essential. Transactions classification is available in Excel, I'll be prioritizing freelancers who can demonstrate: - A strong background in bookkeeping - Knowledge of tax preparation, ideally within EXCEL - Quickfile experience - Proven ability to meet stringent deadlines. Your role will involve the correct categorization of numerous transactions, ensuring everything is in order for tax filing. Please be ready to start this project immediately as completion is needed ASAP.

...AI development, such as Python, Java, or C++. Knowledge of frameworks and libraries like TensorFlow, PyTorch, or Keras can also be crucial for AI and machine learning implementations. 2. **Experience with Natural Language Processing (NLP)**: Since the application involves analyzing and processing resumes and cover letters, expertise in NLP is essential. This includes familiarity with text classification, sentiment analysis, and machine learning models that handle language data. 3. **Software Development Best Practices**: Understanding of software engineering principles, such as version control with Git, continuous integration/continuous deployment (CI/CD) practices, and agile development methodologies. 4. **Problem-Solving Skills**: Ability to troubleshoot and improve upon exi...

I'm seeking a machine learning wizard, proficient in diverse tasks including Classification, Regression, and Clustering. Ideal Candidate: - Expert in Python programming. - Comprehensive experience with prominent machine learning libraries including Scikit-learn, TensorFlow, and PyTorch will be essential. This project will require the development and fine-tuning of diverse machine learning models, hence requiring considerable expertise in the same field. Your role will not only involve model creation but also optimization and performance evaluation. Your ability to handle complex multi-dimensional dataset will be integral in this project. Please only apply if you possess these capabilities and are prepared for a power-packed machine learning project.

...explanation for its classification and an estimation of uncertainty. Responsibilities: - Data Labeling: Review each sample in the dataset and assign it to the appropriate quality class (B, C, or D) based on predefined criteria. - Explanation: Provide a comprehensive description for each sample's classification, detailing the specific features and characteristics that led to its placement in a particular quality class. - Uncertainty Estimation: Assess and document the level of uncertainty associated with each classification, considering factors such as data variability and subjective interpretation. - Preparation and Training: Before commencing the labeling task, you will undergo an introductory training session to familiarize with the dataset and the criteria...

I'm urgently looking for a skilled Flutter d...Flutter developer who can expertly integrate a BERT machine learning model into an existing app. The app is functional on both iOS and Android platforms. Here are the key project requirements: - Ability to flawlessly integrate BERT model into my app - Enhance the app with added text classification functionality Your experience should include but not limited to: - Proven history in Flutter development - Past performance of app development for iOS and Android platforms - Experience in adding text classification functionality It would be an added advantage if you have a clear understanding and past experience of implementing machine learning techniques on mobile platforms. Engage with me if you meet these criteria for a re...

I have a project that requires Image Classification and Path Finding Implementation. Please see attached. As a part of project, I will need you to explain to me your work because I have to present it. Budget is 60aud, slightly negotiable! I need work done today! If you re free to start immediately, please message me!

I am seeking a Python developer with expertise in image processing and Pytorch to assist with AI image processing in Python code. Key Requirements: - Skilled in Python programming - Proficient in Pytorch - Experience with image processing using AI - Ability to work with and integrate AI image processing code The task involves handling image processing tasks using AI, most likely image classification, object detection and segmentation. The outcome of the task is to have a functioning AI image processing code. Please get in touch if you have the necessary expertise.

I have a project that requires Image Classification and Path Finding Implementation. I need you to do this project for me asap, and to explain to me how it works since I have to present it. If you re free to start immediately, please message me!

I'm seeking a professional in machine learning to help with an automated image classification project. Key requirements: - Experience in machine learning, specifically image classification - Strong understanding of Logistic Regression and Neural Networks - Strong understanding of key concepts within Machine Learning Your responsibilities if you take on this project would include: - Developing and training a machine learning model on images of objects - Training and testing of new model based on ResNet-18 - Testing and optimizing the model for accuracy - Outputting metrics such as accuracy, F1 score, precision recall curves etc - Visualise model performance through relevant plots (e.g., confusion matrix, receiver operating characteristic curve, precision recall curv...

I need an experienced professional who can use Convolutional Neural Ne...user-generated videos. Since this project involves working with user-generated content, the ideal candidate should have prior experience or familiarity with similar work. Key Responsibilities: - Improve search accuracy by effectively classifying the video dataset - Enhance recommendation systems - Analyze user behavior based on classification results Applicants should pay special attention to: - Providing proof of experience in using CNN for video classification tasks - Describing previous successes in improving search accuracy and enhancing recommendation systems, especially with user-generated content. With your expertise, we can properly structure our dataset, thereby improving our overall syst...

I am in need of a specialized individual or team to conduct thorough geotechnical logging for infrastructure projects. Key aspects of the project include: -Field Logging soil using the Unified Soil Classification System -Field Logging rock cores for weathering, hardness, fracturing, percent recovery, rock quality designation -Completing field logs either on paper or with pLog Tablet -Leading drill crews from site to site -Preserving samples with foil and or plastic bags -Keeping track of hours and communicating with Project Manager -Assist with laboratory testing such as moisture content, atterberg limits, sieve analysis -Assist with utility locates and drill rig accessibility -Must be eligible to work in the USA -Must have a USA state issued Drivers License Ideal Skills and...

...me develop a system capable of identifying different types of brain tumors from MRI images. 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 transfer learning techniques The final deliverable of this project should be a functional ...

I'm seeking a proficient data scraper to extract both text and numeric data from a specified website for me. Key Responsibilities: - Scraping text and numeric data from a specified website. Desired Output: - The scraped data should be delivered in an Excel file format. Ideal Skills and Experience: - Proficient in web scraping, particularly for text and numeric data. - Familiarity with extracting data from websites. - Experience with delivering data in Excel format. Looking forward to receiving your proposals.