Lstm classification example punët

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...primarily on data visualization and classification. IDEAL CANDIDATE SHOULD BE: • Proficient in creating visuals using complex data. • Capable of effectively interpreting data from CSV files. • Experienced in performing sophisticated data classification. TASKS DETAILS: • Devise an effective strategy for visualizing extensive information derived from CSV files. • Incorporate classification techniques to understand and categorize the data efficiently. PROJECT OBJECTIVE: The ultimate goal of this project is to successfully classify data and use it for an effective and visually appealing representation. This outcome aids in understanding the meaning and implications of the data better. Only experts proficient in data visualization,...

...further consideration. The budget is negotiable based on your skills and experience. Further Details: If you have academic writing experience in ‘Bioinformatics’, ‘EEG’, ‘Autism/Non-autism’, and ‘machine and deep learning’ domains, then this project is for you. Read it thoroughly; if you are confident to complete it, please send your interest and work in my inbox. I have implemented GB, XGB, and LSTM models to classify autism and non-autism EEG biosignal datasets (). I used preprocessing and feature engineering techniques and received significant results. I need someone who has experience in academic writing in this domain (EEG data, Autism, Deep learning). I would like to see his/her some published papers in these or related ...

I'm in need of an expert in Python who can implement a neural network for natural language processing. The ideal freelancer should have strong experience in machine learning, specifically for NLP tasks. Training a neural network model for natural language processing. Specifi...processing. Specifically the goal is to implement with a custom dataset. Key Requirements: -Understanding the model and its functionalities and writing a Jupyter script for training with a custom data set. - Experience in developing neural networks for NLP - Ability to create models for sentiment analysis, named entity recognition, and text classification Please provide details of your relevant experience and how you plan to approach this project in your application.

I'm in need of an expert in Python who can implement a neural network for natural language processing. The ideal freelancer should have strong experience in machine learning, specifically for NLP tasks. Training a neural network model for natural language processing. Specifi...processing. Specifically the goal is to implement with a custom dataset. Key Requirements: -Understanding the model and its functionalities and writing a Jupyter script for training with a custom data set. - Experience in developing neural networks for NLP - Ability to create models for sentiment analysis, named entity recognition, and text classification Please provide details of your relevant experience and how you plan to approach this project in your application.

Seeking a skilled and experienced developer to execute an AI-based Android app meant to perform tasks such as image classification and face recognition. An integral requirement for this role is proficiency in the integration of JNI C++ libraries. The foundations of the project include: - Development of an app compatible with Android phones - Integration and enhancement of machine learning algorithms into the app - The app must process object detection & tracking tasks using machine learning The ideal candidate should have: - Prior experience in Android app development - Strong knowledge of machine learning - Proficiency in the integration of JNI C++ libraries Integral to success in this project is a developer's ability to balance technical machine-learning objectives ...

I am seeking a developer with intermediate level experience IOS Swift. The task will be to help me get the example code working from the documentation at This is my first time working with IOS and the docs leave out some of the implementation. For example, in this code there is not map function, only "..." Bids under £70 only please. ``` var totalUsageByCategory: [ActivityCategory:TimeInterval] totalUsageByCategory = (…) ```

...to quickly identify and fix whereas I would have to spend an much more time to identify it Main Goal: Increase website traffic Target Audience: it is HVAC ecommmerce heavy equipment sales which are shipped into the field, nationwide with fulfillment centers in nearly every state, so ship to the fields locally to the buyer which needs to be emphasized as HVAC is in essential service product classification so the demand is high, and even higher, when locally shipped and fulfilled that as a authorized direct dealer of the brand can do this locally for much quicker local service than competitors having to ship and fulfill from whatever home state the company is in Budget: Less than $500 per month Skills and Experience: - Proven experience in managing successful Google Ads campaig...

...a category column—Card Trading. Members who log in can upload related items to sell, but only to that column; they cannot upload to other columns. Let's break it down step by step: User Column: Modify the administrator's product management template. The administrator will set up a category, such as the Card Trading Market. Then, all items uploaded by users will be categorized under this classification. To purchase items in this category, users must log in. When a member purchases an item uploaded by another member, relevant orders will be recorded in the purchasing member's history. They will have two buttons: "Confirm Receipt" and "Complaint." If the purchasing member has no issues, they can confirm receipt. The corresponding amount...

Project Description: I am looking for a skilled Data Analyst to help develop a system for classifying email messages as SPAM or HAM. This involves downloading data from a public source, processing it to extract and compute various features, and analyzing these to determine patterns indicative of SP...Skills: R Programming: Must be highly proficient in R for complex data manipulation and analysis tasks. Data Extraction: Experienced in skillfully extracting and processing data from large datasets. Statistical Analysis: Capable of applying statistical methods to analyze and interpret data. Machine Learning: Should have a foundational understanding of machine learning techniques relevant to classification. Data Visualization: Expertise in creating clear and insightful visual data repres...

I'm looking for an experienced developer who can take a code base and dataset I provide, construct an Abstract Syntax Tree (AST) based on them, and then create an Autoencoder using TensorFlow to compress the resulting AST for a classification problem. Key requirements for this project include: - Proficiency in Python: You will be working with a Python code base and dataset. Familiarity with Python is essential for this project. - Understanding of AST: You should be able to construct an AST tree based on the provided dataset and code base. - TensorFlow Experience: I would like the Autoencoder to be developed using TensorFlow, so prior experience with this framework is a must. - Output format: The desired output format for the Autoencoder is JSON, so you should be comfortable ...

This project focuses on creating a Python-based machine learning model with the purpose of analyzing historical stock price data and intraday data to predicting future values. The overall goal is to be able to evaluate investment opportunities better. Ideal Skills & Experience: - Familiarity with Python is a must, as this will be the primary language used - Proficiency in regression models, LSTM , as the chosen Machine Learning model - Experience working with stock price data analysis and forecasting - A proven record in Machine Learning project Project Requirements: - Develop a python software that can ingest and analyze historical stock price data - Apply regression models to draw predictive insights about future stock prices - Prioritize accuracy in the predictive model - ...

I'm in need of a TensorFlow expert to create an image classification model using Yolo. The model should be able to categorize images into more than 10 categories. We're aiming for basic accuracy for simple tasks, a good start in the right direction. Key Tasks: - Utilize Yolo with TensorFlow for image classification - Ensure the model can accurately distinguish between more than 10 categories - Focus on achieving basic accuracy for simple tasks, rather than advanced or research-level accuracy. Ideal Skills: - Strong proficiency in TensorFlow, with experience in image classification tasks - Prior experience working with Yolo in a similar context - Ability to balance model complexity and computational efficiency for basic accuracy - Strong communication skills...

...the possibility or the option of offering drinks or snacks for a determined price, and additionally having the option of whether it is possible to choose several books or games within the rented time. All of this must be limited by age. When uploading a photo of a game or book, the page must provide information about the game book, age classification, number of players, etc. As a user, I want to offer a library of games that can be played at home, for example, for an hour for two people, offering them two drinks and snacks for x value with the possibility of choosing two or three different games within that hour. The client will have the possibility of choosing these games in advance when making the appointment and the page must give them the possibility of showing them if...

...predictive power. Please provide details of your prior experience in similar projects, and any relevant qualifications you hold. The original model is associated with the research paper with the link The original code is attached below, which is as per the research paper above. It consists a model with CNN, Attention and LSTM and now I've to improve the accuracy of this model. For this I need to change the model with adding "Deforming CNN" which is given in the research paper named "Deformable Convolutional Networks for Multimodal Human Activity Recognition Using Wearable Sensors", which I am attaching below. So add the improvements of The second paper into the original code. The model is to be then trained with Uni

I'm searching for a Python developer knowledgeable in numerical data analysis. The key task of this project will be developing a Python script for classifying images. This script will then ... Task would be to analyze a dataset containing different types of fish breeds Images and is required to classify them using CNN based on their location and chemical compositions in various parts of an ocean/location Ideal Skills: - Excellent grasp of Python programming - Strong understanding of image classification techniques - Proficiency in numerical data analysis - Expertise in data visualization methodologies Previous experience with projects involving Python, image classification and data visualization is highly preferred. The developer's understanding should be cle...

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I need an experienced freelancer to replicate the design, layout & structure from an existing website to serve as a starting point for our own site. Key tasks involve: - Implementing the structure or an an existing example website on Wordpress. This includes the pages, placeholders for posts, menu structure, etc. - Utilizing Spectra blocks/Kadence theme, contact form 7 Ideal candidate should have strong skills in Wordpress and Spectra/Kadence theme implementation. Please include examples of past work in your application. You will be working from a clean Wordpress install.

...the specific goods and services that the EUIPO state "lack clarity and precision" and so need to be further specified/ amended for compliance, as provided by the EUIPO (again, as highlighted on pages 8 and 9 of the attached PDF) - Remedy the deficiency by consulting with the Harmonised Database (HDB) at Note: the link provided on p.9 of the attached PDF is defunct, so use the one provided here. - Communicate with the EUIPO on my behalf, ensuring that all necessary adjustments are made and any additional information they require is provided. To this end, review the support documents relating to this mark (VERCZE) on pages 1-15 of the attached PDF and the two Australian Certificates Of Registration

Looking for someone with AI experience to partner with. I have access to historical tick data (1 second) for major forex and crypto pairs for several years. Also real time feed. I have ideas for preparing the data and can help with this part. Your part will be to create train and validate the model. If it looks good, we'll proceed to integrating with a live brokerage like Interactive Brokers.

...preliminary chapters, I prefer to have 16 chapters of minimum thirty pages each. Present scenarios in SE. Integrity based SE scenarios. Successful scenarios based on total integrity and principal centerd behaviour. Self depleting and negative consequences on social behaviour of downward scenarios. Environment affected by negative shared entrepreneur use cases behaviour. Current major classification of SE in all aspects and possible improvement overview. Operating skills to manage negative SE to improve social and trade and environment resolution. A man life and SE relation to overcome negative energy generating usecases. How to overcome and work on those scenarios to improve or change state of mind to tackle challenges to overcome the negative results of effects to thes...

...collect and process data, then train and evaluate at least two machine learning models and lastly deploy them to a website. Please see below for further details: > Python (or a python package) is to be used everywhere it possibly can! **Data Collection** Data can be collected (legally) from anywhere. You may use data that you already have; or from sites that allow you to download the data, for example, [UCI Machine Learning Repository]() or [Kaggle Datasets](); or via web scraping; or via an API. We can restrict ourselves to data that would fit nicely into a spreadsheet. The content and amount of data are not the main consideration, as long as the data has: - at least 10 variables - three or more data types - two or more problems: missing

I am seeking a machine learning expert to conduct a classification project using numerical data. Here's what you should know: - Objective: To perform a classification task on numerical data using robust machine learning methods. - Data: The data for this classification task is numerical and has been cleaned already, ready to use straight away. - Skills & experience: You should have extensive experience in machine learning, specifically in classification tasks, ML Model interpertation using SHAP. LIME and ELI5 tools and should be familiar with handling numerical data. Your job will involve developing, training, and validating a machine learning model that accurately performs the classification task. While doing so, you'll need to ensure tha...

I need a data specialist who can help with a Classification project. I require the data to be analyzed, modeled, and algorithms to be developed for classification. Key Requirements: - Immediate start and completion - Experience with classification algorithms - Ability to work with various types of data For a detailed description go through the attached file. Time Limit: 4-5 hours

...data processing system built with Laravel for managing and methodically classifying textual data. This project involves the following elements: - Developing a solution tailored to automate data processing tasks - Focusing on systematic text classification The ideal candidate should possess the following skills and experience: - Expert knowledge of Laravel and its frameworks - A good grasp of textual data management - Proficiency in sophisticated data processing and text classification methodologies - Experience in developing effective classification models using Laravel We intend to develop a system that not only manages our data, but leverages powerful automation to expedite the process. The long-term goal is for this project to boost efficiency and provide ...

In this project, we're aiming to categorize video transcripts, identify key topics, and enhance the searchability of video content. The main goal is to differentiate between questions and sentences contained within a video transcription CSV data file. Following features are required: - TF-IDF, LSA, LDA, Word2Vec, and SentenceTransformer for text vectorization. - Utilise various models to evaluate the performance using an ROC curve. - The differentiation of the content type should be indicated in the 'label' column. The value can be 'question' for sentences that are actually questions, and 'sentence' for regular statements. - Development of a RESTful API with Flask. - Dockerization of the API. Ideal candidates for this project should have: - Proficien...

...times weekly. Data Processing: All retrieved data will be processed to facilitate effective model training. This includes Exploratory Data Analysis (EDA) to identify impactful data, outlier detection for data quality, and feature engineering to determine the final model inputs. Model Development: Train two types of models using Deep Neural Network (DNN) and Long Short-Term Memory (LSTM) architectures: A classification model to determine the likelihood of an event's occurrence. A prediction model to quantify the value of the event. Implementation Platform: The system will be implemented on a cloud platform, such as Digital Ocean or Google Cloud Platform. Web Interface: A user-friendly web interface for system management will be provided, enabling model management, test...

...for a professional who can swiftly teach a computer to comprehend human language using Python or any other suitable programming language. Key Responsibilities: - Implementing text classification, sentiment analysis, and named entity recognition within the NLP model - Developing an effective teaching method that enables the computer to interpret and respond to human language inputs Experience and Skills: - Proven expertise in Natural Language Processing (NLP) and machine learning - Proficiency in Python or another programming language commonly used for NLP - Strong ability to develop and implement text classification, sentiment analysis, and named entity recognition algorithms - Demonstrated experience in creating and training NLP models - Excellent communication and coll...

Create LSTM and GRU models fro Stock forecast.

I am in need of the expertise of a machine learning professional to develop versatile classification models including Multi-Class Logistic Regression, Support Vector Machine, Random Forest, and Gradient Boosting Model. The goal is to predict NHL game results. Key aspects that need consideration are: * Team and player statistics. Required skills and experiences: * Proven track record in Machine Learning, specifically in the creation of classification models (Multi-Class Logistic Regression, Support Vector Machine, Random Forest, and Gradient Boosting Model). * Expertise in sports data analysis, particularly in the NHL. * Strong knack for accurate prediction success rate. * Able to provide a comprehensive report comparing the model results. In your proposal, please share...

We are looking for a Computer Vision Developer who can help with Image Classification and Object Detection tasks in an indoor environment. The primary focus will be on achieving a high level of accuracy, targeting 99% or more. Key Responsibilities: - Develop and implement image classification algorithms - Create and deploy object detection models - Ensure high level of accuracy in the indoor environment Ideal Skills and Experience: - Proficient in Computer Vision techniques - Strong experience in Image Classification and Object Detection - Proven ability to deliver high accuracy models, ideally in indoor settings - Expertise in using popular frameworks like TensorFlow, OpenCV, or PyTorch - Good understanding of optimization techniques for accuracy - Ability to w...

I need a skilled machine learning engineer with experience in applying the ViT-H SAM model for image classification tasks, particularly in classifying objects within images. The project will entail: - Training the model on a custom dataset that I will provide - Fine-tuning the model to improve the accuracy rate in object detection - Delivering a ready-to-use model capable of accurately classifying the objects within my images Ideally, you should posses: - A thorough understanding and practical experience in image classification - Strong expertise with the ViT-H SAM model - Proficiency in working with custom datasets - Excellent problem-solving abilities to navigate potential hitches while working on the project. By end of this project, I expect an efficient ViT-H SAM m...

I need a Python-based machine learning program that can predict stock prices based solely on historical stock prices. Key Features: - Utilizes Historical Stock Prices: The program should be trained on historical stock price data. - Use these models: CNN-LSTM, ARIMA-LSTM, RNN, random forest models, and plot a single graph and predict for next 'n' days. - Educational Purpose: I'll be using this program for educational purposes, so it should be designed for easy understanding and manipulation. - Interactive: It should have interactive charts and graphs to better visualize the data. I also need the program to allow me to input different data sets, so that I can test its accuracy and learn more about its workings. Ideal Skills: - Strong understanding of machine ...

...for an expert in Machine Learning with a strong understanding of different classification algorithms. The objective of this project is to classify numerical data with the ultimate goal of optimizing decision-making. - Your task will primarily involve: - Applying various Machine Learning algorithms for classification - Ranking these algorithms using Multiple Criteria Decision Making (MCDM) The specific algorithms to be used in the project haven't been decided yet, so I will need your professional guidance on the ideal ones to choose. In addition, the criteria for ranking the algorithms are open for discussion. - Required Skills and Experience: - Profound knowledge in Machine Learning and data classification - Experience in working with differen...

You need to classify in the Recursion Theory the following sequence of sets and their complements, that is, determine for each set in the sequence and its complement whether it is recursive, recursively enumerable (r.e.), and then classifying in creative, or productive. Giving a formal proof of the classification is a must. In the figure, I gave an example. If you can solve it correctly, I'll give you more.

...I'm seeking a skilled architect who can generate an accurate zoning compliance site plan for a commercial-use property. Critical requirements and information for this job include: - A focus on land use classification - Ability to translate and incorporate information specific to commercial land use into a clear and comprehensible site plan Expertise in land planning, civil engineering, or a related field is highly desirable. Familiarity with commercial properties and a strong understanding of zoning laws will be advantageous. You must have some experience in creating land use classification site plans. The final deliverable will be a detailed site plan, ready to be used in compliant with zoning laws. My goal is to ensure that the plan accurately and conclusively cl...

...TensorFlow, specifically skilled in the construction and fine-tuning of Convolutional Neural Network (CNN) models. I need help with offline image classification and object detection tasks. Key requirements: - Proficiency in Deep Learning and TensorFlow. - Expertise in Convolutional Neural Networks (CNN) - Experience with image classification and object detection tasks. - Capability to work on an offline model. Candidates with prior experience in similar tasks will be given preference. Accuracy and efficiency of the created model are paramount. The project involves the development of a deep learning model for medical image classification, particularly focusing on chest X-ray images. The model architecture is largely in place, but there are a few key tas...

I'm in need of a technical expert who can design a system for automatic content category of news articles based on their titles. This unique project's central purpose lies in enhancing and streamlining the way my information gets organized. Here's a detailed look at what the project involves: - Designing a system capable of categorizing news ar...categorization, like Python or R. - Excellent problem-solving abilities to face potential challenges in the development process. I am looking forward to embarking on this journey towards more automated and efficient content organization with a skilled freelancer. Apply now, and let's start this exciting journey to enhance content categorization. We are open to use elasticsearch for the text classification or any ot...

...needed: * Product search and product listing: Enable users to easily locate desired products and list their own products for sale on different marketplace’s on the app. * User profiles: Give users the ability to create personalized profiles. * Custom category menu: Marketplace’s made by any user should feature a unique category menu with primary and secondary categories for meticulous product classification. * Market Browsing: Can be set to public or private and if private can only join either by QR Code or link * Buyer and seller rating system: Implement a rating system wherein users can evaluate buyers and sellers, providing them with a score of up to 5 stars and leaving comments. *Theme: I want a dark grey background theme with a dark bronze writing * Phone numb...

I am looking for Automatic Number Plate Reader on indian Plates i am looking for who can provide immediate solution no data available for training, so anyone who have done this before with good accuracy on standard and non standard plates can bid. > vehicle Detection classification ( car, bus, truck, bike, auto) > number plate ocr of single and 2 line plate > green and yellow plate also consider. > need to run this solution without GPU, so we need solution which can run on ubuntu with lower config, openvino prefer only. who have already made this solution with 95% accuracy can bid,

I am seeking an experienced ML Engineer to develop a sophisticated image classification model for landscapes, particularly focusing on roads, tracks, and trails. It will need to accept Geojson files or Cadastre files. Requirements: - Build and train an ML model to identify and classify roads, tracks, and trails in landscape images. - Integrate the model with current software to replace or enhance existing classification features. Further Breif: 3 weeks deadline Skills and Experience: - Previous work with image classification models. - Experience in machine learning and artificial intelligence. - Ability to work with intricate image data related to

I've built an application using AppSheet and now it needs some enhancements. I want my sales better classified using logic expressions or formulas, specifically by sales type and by customer type. The targeted candidates should have: - Deep knowledge and understanding of AppSheet, google sheets - Proficiency in data classification using logic expressions and formulas. - Ability to work with little supervision and provide creative solutions.

I am looking for a data analyst who can efficiently segment my email list for better and more targeted marketing campaigns. The task involves; - Exporting all relevant email addresses off the CRM; - Segmenting these into the three categories, according to their Organisation Type; - Cross Checking for any email addresses already unsubscribed in Mailchimp; - Loading and set...these into the three categories, according to their Organisation Type; - Cross Checking for any email addresses already unsubscribed in Mailchimp; - Loading and setting up the appropriate Audiences in Mailchimp. The perfect candidate would have: - Exceptional expertise in data analysis and segmentation, preferably in a marketing environment. - Proven experience with CRM systems and their classification functi...

...focus on analyzing both image and textual data. Key Tasks: - Develop a supervised learning model able to effectively amalgamate and process image and text data concurrently. - Utilize your deep learning expertise to optimize the performance and accuracy of the model. - Able to perform Visual Question Answering tasks for remote sensing data using developed models, which means integrating image classification with the contextual relevance derived from textual data. Ideal Skills: - Proficient in Supervised Learning and Deep Learning techniques. - Expertise in image and text data analytics. - Proven experience in Visual Question Answering. - Excellent understanding of machine learning algorithms, data structures and performance optimization. By the end of this project, our model...

Research on EMG Classification using SEFR.

...demonstrating past work in similar projects While applying, keep in mind: - Detailed project proposals - Demonstration of past work - Qualifications and experience in the sector PROVIDE SAMPLES OF LIVE COMPLETED WORK THAT IS SIMILAR TO THIS PROJECT. Overview We require the development of an application that uses machine learning for incoming invoices and receipts. Combining regression, classification, and clustering, the output is to establish a repository of purchases and create predictive analytics for future transactions. All invoices and receipts are received via email and the transactions need to be saved into the database. Scalability is integral to the design, as we expect to process over 100,000 transactions per day. To ensure you have read this scope, please i...

I'm looking for a skilled Python devel...me integrate my audio dataset into an USS system on Github repo "https://www.freelancer.com/post-project". Key Requirements: - Proficient in Python - Strong understanding of PyTorch - Prior experience working with ML - Capable of handling and working with audio datasets Your primary task will be to take my audio dataset and feed it into the provided USS repo, with the main goal of sound classification and seperation (the idee for USS = Universal Source Separation (USS) with Weakly labelled Data). The ideal candidate should be knowledgeable in the field of ML, particularly in sound-related applications. If you have the necessary skills and experience, and are interested in working on this exciting project, please reach out ...

...will be a unique custom system. Skills and Experience: * Previous experience with Information Management * Familiarity with different college subjects * Attention to detail and high organizational skills * Very good English commands The categorization should not be too tight or too narrow. For example, we will not have one category for accounting, but instead, we will have categories like [Managerial Accounting, Principles of accounting, Intermediate accounting ... etc]. Another example: for Economics, we will not have one single category contains hundreds of books, instead we will divide it into multiple categories ( Macroeconomics, Microeconomics, managerial economics ..... etc) How will you provide the work? For each category you will create .txt or...

I'm in need of an experienced and meticulous freelancer to carry out a data entry project. The job involves organizing data originating from online websites. You will: - Collect data from specified online sources - Conduct thorough organization and classification of the data in a format that can be easily accessed and understood. Given that I've skipped the question about the level of detail, I'd prefer to discuss this aspect directly with the potential freelancer to ensure we're both on the same page regarding the scope of the project. Ideal Skills: - Proficient in data entry - Excellent web research abilities - High level of accuracy and attention to detail - Good understanding of data confidentiality principles. If you have these skills and can deliver ...

I'm seeking an experienced and meticulous data entry specialist for a medium-scale project. You will be responsible for inputting both text and numerical data gathered from online resources. Ideal Skills: - Fast typing skills with a keen eye for detail - Familiarity with various online data collecting tools and platforms - Proven experience with data entry work Your task will involv...experience with data entry work Your task will involve: - Collection and organization of specified data from online sources - Accurate entry of text and numerical data into our system - Ensuring the completeness and correctness of all data entered - Performing necessary data verification procedures. This project will require professionalism, attention to detail and an understanding of data clas...