Pytorch vs keras 2018งาน

Offering a formidable opportunity for Python AI Developers with a forte in Natural Language Processing and Computer Vision. The project is on a grand scale, requiring experience in training and fine-tuning AI models with large volumes of data. Ideal Skills: - Profound understanding of Natural Language Processing and Computer Vision. - Fluency in Python, TensorFlow and PyTorch. - Experience handling AI-focused projects with millions of data points. Your main task will be utilizing your Python skills for AI-oriented tasks specifically in NLP and CV. You'd be working on a complex project, so your ability to work with large sets of data is fundamental. Knowledge of lower-level machine learning models (LLMs) and a proven record of AI model fine-tuning and training is essential. ...

...field - Repayments: This report shows the repayment made between the start date and end date - Arrears: This report lists all loans in arrears - Disbursement Report: Returns all loans disbursed within a certain time period with their amounts and basic information - Loan Account Statement: Generates Individual Loan Account Statement - Expected Repayments: This report shows the expected repayments vs actual repayments within the specified time period - Awaiting Disbursement: This report lists loans with awaiting disbursement status - Pending Approval: This report lists loans with pending approval status - Rescheduled Contact Loans: This report lists loans with rescheduled status - Written off Contact Loans: This report lists loans with written-off status Ideal Skills: ...

...skills as you’ll need to digest a bit of code to identify the right spots to fix the bugs. Further, it is necessary that you have a good understanding of INTEL/MOTOROLA byte ordering and if possible it is an advantage if you are already familiar with CAN bus and DBC files - though not a requirement. NOTE: We will consider your bid as the final budget for the project - we will not accept changes vs. the bid. --------------------------- Task 1 (correct Intel decoding): The ordering of the extracted bits must be done correctly based on whether the user is considering Intel or Motorola signals. Consider the below example using this DBC file: [see ] The correct ‘raw payload’ in this example is in binary form 10111110

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...VAT at 0%. - Modifying the user interface to include the above feature. This should incorporate displaying the Zone, GeoLocation, Email, Phone, and Address, which should be the same as the user information. - Including a multi-user comment section under the item listing, providing users a platform to discuss the listed item. - Introducing an offer feature, giving the user ability to negotiate vs the item price with purchasing conditions. The main purpose of these changes is not only to improve the overall user experience, but also to boost sales. The ideal candidate should have experience in UI development and familiarity with e-commerce platforms. Knowledge in classified (buy and sell) implementation would be a massive plus. I look forward to your proposals. We can discu...

I'm in need of an essay that dives deep into the characters of Evan Whitesky and Justin Scott from the book 'Moon of the Crusted Snow'. This essay is due for my English class and I am looking for a detailed comparison of both characters. Key Objectives: - Conduct a thorough comparative analysis of Evan Whitesky and Justin Scott - Focus on the aspects of Emotional Reactiveness, Selfishness vs Selflessness, and Survival - Provide a clear and concise comparison of the two characters' traits, roles, and leadership styles Ideal Experience and Skills: - Proficient in English and excellent at essay writing - Familiarity with 'Moon of the Crusted Snow' and its themes - Ability to conduct in-depth character analysis - Experience in comparative literature analy...

...mutually agree to effort - we mutually agree to delivery date - we assign you the task after mutually agreed - you implement, test and deliver - you provide also unit /integration tests to ensure code is always working - you document each required step to make interaction of systems to work - we test on our premise (you maybe help to fix issues) - we pay (basically the rules of freelancer) Closed book vs open book? We work only on open book. Closed book means you are unwilling to define a WBS for the work and you add only a price tag to the task. We are sorry we will not hire you in such a case! Quality requirements? - you share us your QA document, which contains your checklist of QAs you do before you report as done. If you are a agile developer you know the "definitio...

I need an expert in Looker Studio who can successfully integrate Google Search Console (GSC) Selector with SEMrush data. The Challenge: When I select a different property (customer URL) using the GSC selector, the connected SEMrush data does not automatically update to reflect this change. The SEMrush support team has indicated that this should be possible without the need f...automatically updates SEMrush data whenever a new GSC property is selected, without the need for multiple datasets or manual intervention. If you have the expertise and are up for the challenge, please reach out! Your prompt assistance would be greatly appreciated in resolving this bottleneck. I book one hour. if we have time, we can do another stuff like KPI, Content-ROI, KUR, Pricing for Content vs. Roi ...

I'm in need of a professional designer to create a unique sublimation print of polo t-shirts for both male and female employees. Key Points: - I require a dark purple color theme for polo t-shirts - The design should incorporate our company logo on the front - The t-shirts could be made of either cotton or polyester fabric - t-shirt design to slightly vary for male vs female staff Ideal Candidate: - Experience in sublimation print designs of t-shirts - Previous work in creating or designing corporate apparel - Proficient in creating designs that are both appealing and suitable for different genders - Ability to create mature looking corporate designs - deliver the project within 1 week or less Please provide a portfolio showcasing your previous work in corporate apparel de...

...mutually agree to effort - we mutually agree to delivery date - we assign you the task after mutually agreed - you implement, test and deliver - you provide also unit /integration tests to ensure code is always working - you document each required step to make interaction of systems to work - we test on our premise (you maybe help to fix issues) - we pay (basically the rules of freelancer) Closed book vs open book? We work only on open book. Closed book means you are unwilling to define a WBS for the work and you add only a price tag to the task. We are sorry we will not hire you in such a case! Quality requirements? - you share us your QA document, which contains your checklist of QAs you do before you report as done. If you are a agile developer you know the "definitio...

The task is to write a comprehensive legal agreement from the perspective of a Buy House engaging in a commercial arrangement with a Manufacturing Unit. Key Contents: - This is a dual-purpose engagement that involves the purchase of finished goods and the attainment of production services. - The draft should originate from the Buy House, highlighting their understanding and conditions of the collaboration. Intellectual Property: - The agreement must encapsulate stipulations concerning the Buy House's intellectual property rights. This is to ensure adequate protection and prevent misuse or unauthorized sharing of the Buy House's IP. Ideal expertise: - Candidates with a background in legal writing, particularly in contracts or agreements between commercial entities, are pre...

...11 or 17 Requirements: - fully documented process to package, create, complile and build - clean code - code checked with checkstyle, pmd, spotbugs Payment? - you estimate in a WBS after getting the task - we discuss about clearances and effort - we mutually agree to effort - we assign you the task after agree - you implement & delivery - we pay (basically the rules of freelancer) Closed book vs open book? We work only on open book. Closed book means you are unwilling to define a WBS for the work and you add only a price tag to the task. We are sorry we will not hire you in such a case! budget? we do not disclose the budget, but we know how much time such a task requires. Be aware that the person interviewing you in the chat has developer background and thus requires clea...

Developing a unique tool to track performance indicators related to my sports game. The application should focus on collecting statistical data for both player and team performance. graphical representation ok, but need numerical and tabular format to accurately depict game stats especially for goalie saves vs. goals against. Ideal Skills and Experiences: - Strong technical expertise in developing gaming applications/ tools - Prior experience in creating statistical data applications for sports teams - Good understanding of sports metrics Key Tasks: - Implementing a feature to track and calculate player performance statistics - Including specifics for tracking team performance data - Creating the system to generate data tables and numbers for easy analysis

...implement CNN model in such system: --- Whether to build a CNN model directly for error detection, or to build a CNN model that recognizes elements, therefore, error detection will be done by pre-programmed algorithms. --- Is a single-class CNN model or a multi-class CNN model works better in situations where CNN model must detect formatting errors in textual documents. Experiments must be done with Keras or TensorFlow or similar library. Data sets will be provided for training and for test after request....

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

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... - Execution of SQL queries against the existing database. - Display of query results in a format that is easy to understand. - **Technology Stack:** - Backend: .NET Core (existing) - AI/NLP Model: Choice of suitable LLM (e.g., OpenAI's GPT model) - Database: Existing system database - Mobile: Flutter (existing) - Additional Tools: AI model training and integration tools (Python, PyTorch/TensorFlow) - **Deliverables:** - AI model capable of parsing and converting natural language to SQL. - Integration code for connecting AI model with the existing backend. - Updated mobile app (if necessary) to facilitate the new feature. - Documentation covering design, usage, and maintenance. - **Exclusions:** - Extensive redesign of the existing mobile or backend ar...

I'm seeking an academic writer with a strong understanding of economics, market struc...microeconomic consequences, including market effects, influenced by these legal actions. - Familiarity with economic principles and legal jargon is beneficial. - An objective perspective, academic referencing, and evidence-backed arguments should be adhered to. Please use 3 sources and cite them here are the requirements Apple Lawsuit Paper (Due 4/29) 4-5 Paragraphs 3+ Sources Topic: US Government vs. Apple lawsuit Intro - Summary of reasons for lawsuit Body - Explanation of any similar lawsuit being brought in other countries (eg EU?) Explanations of larger implications for the tech industry (1-2 examples) Conclusion - Who benefits if US wins? Possible outcomes? Due April 29 begi...

I own a YOLOv8 model formatted in keras-cv and need a skilled professional to convert it into the latest version of TensorFlow Lite. The crucial function of my model is its real-time object detection capabilities. The objective is to utilize this model for object detection on a Raspberry Pi, and this functionality must be maintained post-conversion. Ideal Skills and Experience: - Proficiency in TensorFlow Lite - Experience in YOLOv8 model - Familiarity with keras-cv format - Experience working with Raspberry Pi - Proven track record in object detection models conversion.

Oyuncak akülü UTV projemiz için özgün bir dış tasarıma ihtiyaç duymaktayız. Bu dış tasarım herhangi bir aracın kopyası olmayıp özgün ve kendine ait çizgilere sahip olması gerekiyor. Yapılacak çalışma ilgili detaylar tarafımızdan aktarılacak. Fakat kabaca aşağıdaki başlıkları içermesini bekliyoruz: 1. UTV tarzına uygun y...1. UTV tarzına uygun yeni dış tasarım fikirlerinin eskiz seviyesinde çizilmesi. 2. İçlerinden karar verilen tasarım örneğinin kağıt üzerinde detay çalışmasının yapılması. 3. Tasarım son haline getirildikten sonra uygun bir 3D tasarım programı ile bilgisayar ortamına aktarılması Not: Bahsedilen çalışma sadece UTV'nin dış tasarımını içerecektir. Diğer mekanik...

...primary focus will be on analyzing trends in personal savings and investments. - Your findings will enable us to understand and assess the potential market for a future online investment platform. PART 1 - TOTAL NUMBERS AND VOLUMES - TIMING URGENT NEXT 48 HOURS 1. The total volume of people's personal savings in banks (savings/current accounts) in the UK in GBP - ideally with a split of savings vs current account 2. The total volume of people's personal savings in ALL other media (stocks, bonds, ISA's/funds, mutual funds (ideally separately REITS and other real estate funds), crypto/gold/commodities/on-line investment platforms/crowdfunding platforms etc) in GBP by investment type 3. Same as (1) above for the EU in EUR 4. Same as (2) above for the EU in EUR PAR...

I own a YOLOv8 model formatted in keras-cv and need a skilled professional to convert it into the latest version of TensorFlow Lite. The crucial function of my model is its real-time object detection capabilities. The objective is to utilize this model for object detection on a Raspberry Pi, and this functionality must be maintained post-conversion. Ideal Skills and Experience: - Proficiency in TensorFlow Lite - Experience in YOLOv8 model - Familiarity with keras-cv format - Experience working with Raspberry Pi - Proven track record in object detection models conversion.

I'm in need of a skilled FEA analyst who can help in my non-linear analysis in Ansys. I already have the software and material characteristics as well as parameters but the resul...software and material characteristics as well as parameters but the result is not project specifically focuses on material non-linearity, with rubber as the primary material type. The aim of the analysis is to examine the displacement versus reaction at a specified deflection. Key Points: - FEA analysis in Ansys - Material non-linearity focused on rubber - Investigating displacement vs reaction at a specified deflection Ideal Skills: - Proficiency in Ansys software - Strong background in FEA analysis - Experience with material non-linearity - Previous work involving rubber materials would be a plu...

I'm in need of a deep learning expert to develop a safet...specific platform compatibility is required at this stage. The system's primary goal is to ensure the safety of workers by accurately identifying if they are wearing safety helmets or not. While there are no explicit freelancer prerequisites for past work and detailed project proposals, expertise in the following areas would enhance your application: - Deep learning frameworks (like TensorFlow, Keras, PyTorch, etc.) - Computer vision - Image and video processing Understanding of workplace safety protocols would be a plus. Your task will involve developing the algorithm and training it with data sets to ensure maximum accuracy and efficiency in the real-world environment. Please apply if you can uphold the ...

I own a YOLOv8 model formatted in keras-cv and need a skilled professional to convert it into the latest version of TensorFlow Lite. The crucial function of my model is its real-time object detection capabilities. The objective is to utilize this model for object detection on a Raspberry Pi, and this functionality must be maintained post-conversion. Ideal Skills and Experience: - Proficiency in TensorFlow Lite - Experience in YOLOv8 model - Familiarity with keras-cv format - Experience working with Raspberry Pi - Proven track record in object detection models conversion.

I own a YOLOv8 model formatted in keras-cv and need a skilled professional to convert it into the latest version of TensorFlow Lite. The crucial function of my model is its real-time object detection capabilities. The objective is to utilize this model for object detection on a Raspberry Pi, and this functionality must be maintained post-conversion. Ideal Skills and Experience: - Proficiency in TensorFlow Lite - Experience in YOLOv8 model - Familiarity with keras-cv format - Experience working with Raspberry Pi - Proven track record in object detection models conversion.

I own a YOLOv8 model formatted in keras-cv and need a skilled professional to convert it into the latest version of TensorFlow Lite. The crucial function of my model is its real-time object detection capabilities. The objective is to utilize this model for object detection on a Raspberry Pi, and this functionality must be maintained post-conversion. Ideal Skills and Experience: - Proficiency in TensorFlow Lite - Experience in YOLOv8 model - Familiarity with keras-cv format - Experience working with Raspberry Pi - Proven track record in object detection models conversion.

I own a YOLOv8 model formatted in keras-cv and need a skilled professional to convert it into the latest version of TensorFlow Lite. The crucial function of my model is its real-time object detection capabilities. The objective is to utilize this model for object detection on a Raspberry Pi, and this functionality must be maintained post-conversion. Ideal Skills and Experience: - Proficiency in TensorFlow Lite - Experience in YOLOv8 model - Familiarity with keras-cv format - Experience working with Raspberry Pi - Proven track record in object detection models conversion.

I need an expert to help me select the most suitable all in 1 programming language for building various applications targeting multiple platforms (mainly web) 1. I would like to build applications for Web, iOS, Android, Windows 10, Linux, and MacOS & embedded systems (like micro controllers) from single code base 2. I want to learn a language in which we write a code once and can compile for any platform. 3. One possible answer to my questions is JavaScript. We can build server side apps in JS using Node.js & Next.js. Javascript can be embedded in HTML on client side too. We can build desktop apps in JS using Electron and we can make mobile apps in JS using react & angular. But in javascript will code be exactly same for all platforms ? 4. Another option is Flutter (Dart). 5...

Hostinger alt yapısı ve domainlerim hazır. Sadece işime uygun web sitesi kurulumu istiyorum. Hatta beğenip satın aldığım şablonlar var. Onlar üzerinden resimler, pluginler vs yüklenip kurulacak. Mimarlık, iç mimarlık ve ürün tasarımı üzerine bir web sitesi olacak. Web sitesi kurulurken bazı isteklerim olacak; kategori, dil desteği, seo ve sosyal medya ilişkisi vs gibi.

...about clearances and effort - we mutually agree to effort - we assign you the task after mutually agreed - you implement, test and deliver - you provide also unit /integration tests to ensure code is always working - you document each required step to make interaction of systems to work - we test on our premise (you maybe help to fix issues) - we pay (basically the rules of freelancer) Closed book vs open book? We work only on open book. Closed book means you are unwilling to define a WBS for the work and you add only a price tag to the task. We are sorry we will not hire you in such a case! documentation requirements: - well structured - reproducible steps for others - spell & grammar checked coding requirements: - clean code in terms of clean code book - best practices...

I'm seeking a skilled developer to create a simple naval war game. The game ...create a simple naval war game. The game will be played on a desktop platform and should allow for Player vs Player interaction. Ideal Skills and Experience: - Expertise in HTML and JavaScript game development - Experience with developing 2D games - Background in creating player vs player interactive games Key Requirements: - Game is to be playable on desktop platform only. - The game should be designed for player vs player interaction. A multiplayer format is not needed. - Design should be simplistic, incorporating plain 2D graphics only. By standing onboard this project, the chosen developer would be expected to bring our naval warfare game to life while ensuring enjoyable ...

...potential funding opportunities in order to ensure successful grant approvals. The Grant Writer MUST be Canadian or have the expertise and experience with the Canadian government, ideally living in Canada and speaks and writes English Fluently. They MUST specialize in IT/digital marketing/ ecommerce/employee hiring grants They MUST have a proven strong track record of total grants submitted vs approvals in the last year within Canada. They are responsible for finding funding opportunities for our organization and writing polished proposals to earn Ontario & Federal government grant money. The Grant Writer will identify, define and develop funding sources to support existing and planned program activities as well as lead the development, writing, and submission of grant...

Project Title: Dynamic NFT Card Design and Animation for Premier Fighting Events Project Description: We are seeking a skilled freelancer or agency to undertake a thrilling project involving the design and animation of a collection of digital NFT cards for two major fighting events: UFC 303 featuring Conor McGregor vs. Michael Chandler and an exciting bout between Mike Tyson and Jake Paul. This project builds on the success of our previous initiative in the fantasy football game space but shifts the focus to the dynamic world of combat sports. The freelancer will create digital cards and animated openings for each card, employing a distinctive and engaging style that captures the intensity and personality of each fighter. Specific Requirements: NFT Card Design: Design four uniqu...

I need a creative designer experienced in icon creation for my compass app, primarily emphasizing the compass in a minimalistic and abstract style. The focus of our app is finding directions, and the icon should illustrate thi...features without being overly detailed. - Consider the app's Qibla finding feature and North distinction options. Ideal Skills: - App icon design experience - Proficient in modern design principles - Strong portfolio in minimalistic design. Install below compass app for more details Create eye catching icon for my compass app which having following feature. Compass with map Qibla finder True north vs Magnetic north Multiple compass themes and faces install below app from link for more details

Necesito alguien que puede dar un curso de power Bi en 10 sesiones en total 15 horas por sesion es de 1 hora y media, 2 sesiones por semana martes y jueves de 4 a 5:30 de la tarde hora Guatemala. Empezando 23 de abril y terminando 23 de mayo. Alrededor de 15 personas, las sesiones son por google meet. Temas a impartir. Editor de consultas de Power BI Extracción de datos: Extracción vs Direct Query Conectar datos alojados en diferentes orígenes Enlazar datos desde la consulta Entorno de trabajo para modelar con Power BI Introducción al modelado tabular con Power BI Tablas y relaciones Power BI – Modelos de datos Iniciación a DAX Fundamentos DAX 1. DAX en la práctica 2. Columnas calculadas y medidas 3. Tablas Calculadas ...

I'm looking for a competent Java developer to assist with the development of several data structures and algorithms. In this project, you will conduct a set of experiments to compare the performance of dictionary implementations that use unsorted arrays vs. sorted arrays. You are given the Dictionary interface () and its implementation class (). In addition, the file contains a list of 10,000 key-value pairs that represent certain measurements. Key Skills: • Expertise in Java programming • Extensive experience with diverse data structures and algorithms • Ability to adapt to fluctuating project requirements Your ability to create powerful, flexible systems with Java will be crucial for this undertaking. Though the

...about clearances and effort - we mutually agree to effort - we assign you the task after mutually agreed - you implement, test and deliver - you provide also unit /integration tests to ensure code is always working - you document each required step to make interaction of systems to work - we test on our premise (you maybe help to fix issues) - we pay (basically the rules of freelancer) Closed book vs open book? We work only on open book. Closed book means you are unwilling to define a WBS for the work and you add only a price tag to the task. We are sorry we will not hire you in such a case! documentation requirements: - well structured - reproducible steps for others - spell & grammar checked coding requirements: - clean code in terms of clean code book - best practices...

I'm seeking a proven expert in Artificial Intelligence for an ambitious project. The primary goal is to develop a new A...primary goal is to develop a new AI-based solution focused on English speaking. Though technology or software experience wasn't specified, proficiency with prominent AI tech and software is anticipated. Ideal skills and experience: - Expertise in AI and software development - Experience in language processing AI - Proven success with similar AI projects - Familiarity with Python, TensorFlow, PyTorch etc. is desirable but not mandatory Your role will extend from ideation to implementation, ensuring optimal efficiency and innovating throughout the process. Results-driven, creative thinkers with a keen eye for detail are encouraged to bid. Let's b...

I'm seeking a proven expert in Artificial Intelligence for an ambitious project. The primary goal is to develop a new A...primary goal is to develop a new AI-based solution focused on English speaking. Though technology or software experience wasn't specified, proficiency with prominent AI tech and software is anticipated. Ideal skills and experience: - Expertise in AI and software development - Experience in language processing AI - Proven success with similar AI projects - Familiarity with Python, TensorFlow, PyTorch etc. is desirable but not mandatory Your role will extend from ideation to implementation, ensuring optimal efficiency and innovating throughout the process. Results-driven, creative thinkers with a keen eye for detail are encouraged to bid. Let's b...

I'm looking for a designer who can design a tattoo design for me. Here is the concept: Memento Mori (Remember Death): Reaper or Grim Reaper: Symbolizes death and the unavoidable end of life...Concepts: Dual-faced mask: One side represents life, the other death, showing the dual nature of existence. Combination of a blooming and withering tree: Illustrating the continuous cycle of life and death. I like the direction of these ideas. A tree in the middle with a Grim Reaper, Crow/Raven, and Veiled Skull of some sort on one side, and symbols of life on the other side. It should be memento mori vs memento vivere. Fading from one to the other across the image This would be stretching across my back so the separation of the two sides would be ideal. Start your proposal with &qu...

I'm looking for a designer who can design a tattoo design for me. Here is the concept: Memento Mori (Remember Death): Reaper or Grim Reaper: Symbolizes death and the unavoidable end of life. Broken hourglass: Emphasizes the idea that ...Concepts: Dual-faced mask: One side represents life, the other death, showing the dual nature of existence. Combination of a blooming and withering tree: Illustrating the continuous cycle of life and death. I like the direction of these ideas. A tree in the middle with a Grim Reaper, Crow/Raven, and Veiled Skull of some sort on one side, and symbols of life on the other side. It should be memento mori vs memento vivere. Fading from one to the other across the image This would be stretching across my back so the separation of the two sides ...

This project, at its core, seeks to explore and understand the potential conflicts or concerns between being a Christian and getting a COVID vaccine. As a researcher or writer, your task will be to provide a detailed analysis including both religious and scientific perspectives - current to date. Resource Requirements: - Peer-reviewed scientific articles - Relevant religious texts - Expert interviews from both domains Specificity: The focus will be entirely on Christianity and its various denominations. Delve into the specifics of different Christian perspectives and how they might oppose or support the COVID vaccine. Ideal skills and experience: - Strong background in religious studies, specifically Christianity - Solid understanding of science, particularly medical vaccines - Exc...

...we mutually agree to effort - we agree to delivery dates - we assign you the task after mutually agreed - you implement, test and deliver - you provide also unit /integration tests to ensure code is always working - you document each required step to make interaction of systems to work - we test on our premise (you maybe help to fix issues) - we pay (basically the rules of freelancer) Closed book vs open book? We work only on open book. Closed book means you are unwilling to define a WBS for the work and you add only a price tag to the task. We are sorry we will not hire you in such a case! documentation requirements: - well structured - reproducible steps for others - spell & grammar checked coding requirements: - clean code in terms of clean code book - best practices ...

I’m seeking a proficient developer with experience in open source model registration on Azure ML. The task involves using a multimodel RAG to provide API's, designing verification and validation for the model, as well as working with the front and backend development team. Key Requirements are: - Expertise in Azure ML and open source frameworks. While TensorFlow, PyTorch, and Keras are all options, preference will be given to freelancers who are versatile and can recommend the best approach based on their experience. - Past work. Please provide examples of previous projects involving Azure ML and API implementation, especially those which required collaboration with a larger development team. - Collaboration capabilities. Direct collaboration with the front...

...for a PyG expert to help me predict links in my e-commerce heterogeneous graphs. The main goal of the project is to predict links in the e-commerce data graphs. This task is essential for understanding and predicting customer behavior in my online store, which is crucial for improving services and increasing sales. Ideal skills and experience for the job include: - Expert proficiency in PyG (PyTorch Geometric) - Prior experience with link prediction on heterogeneous graphs - Strong understanding of e-commerce data and its characteristics Your role in the project will involve working closely with the e-commerce data, understanding the underlying patterns and relationships, and building a robust link prediction model that can be utilized to make informed business decisions. I...

I'm looking for a skilled Python developer who is well-versed in machine learning and GANs to implement a conditional GAN primarily for image generation as a part of my school project. Key Responsibilities: - Utilize Python to develop a conditional GAN. - Find an academic paper from the...generation as a part of my school project. Key Responsibilities: - Utilize Python to develop a conditional GAN. - Find an academic paper from the last 5 years that enhances the vanilla conditional GAN using a simple approach and use this incorporate their approach to this one. - Find a dataset suitable for the task. It's up to you to choose one. Requirements: - Proficiency in Python. Experience using PyTorch machine learning library. - Understanding of GANs and how they can be applied ...

To give you a brief idea the data you are dealing with is for recipe ingredients and I need nutrition info for all those ingredients from USDA. I'm seeking a Python expert who can give me 100% accurate "mapped" data without duplicates or missing information. YOU WILL BE REQUIRED TO WRITE/SEARCH NEW script to modify my data in Excel sheets - I have 3 Excel files having a...ingredient ID number to all non-duplicate Ingredients. (B) - Replace "Name of ingredients" with the newly assigned number in the whole file (C) - For all ingredients - search, get the FDC ID from USDA Food Central and save this info in a separate file. Outcomes - 1. My Excel files - with names replaced with ID (non-duplicate) 2. 1 New file ie. the list of ALL ingredients (Cleaned and sorted), ...

...we mutually agree to effort - we agree to delivery dates - we assign you the task after mutually agreed - you implement, test and deliver - you provide also unit /integration tests to ensure code is always working - you document each required step to make interaction of systems to work - we test on our premise (you maybe help to fix issues) - we pay (basically the rules of freelancer) Closed book vs open book? We work only on open book. Closed book means you are unwilling to define a WBS for the work and you add only a price tag to the task. We are sorry we will not hire you in such a case! coding requirements: - clean code in terms of clean code book - best practices for development (code level documentation, common patterns, OOP as possible) - best practices for agreed and ...

...about clearances and effort - we mutually agree to effort - we assign you the task after mutually agreed - you implement, test and deliver - you provide also unit /integration tests to ensure code is always working - you document each required step to make interaction of systems to work - we test on our premise (you maybe help to fix issues) - we pay (basically the rules of freelancer) Closed book vs open book? We work only on open book. Closed book means you are unwilling to define a WBS for the work and you add only a price tag to the task. We are sorry we will not hire you in such a case! Deliveries? - our on premise servers (access will be granted to you) - full sources - new plugins, need prior confirm and we prefer to use mostly latest stable versions - your changes are...