Pytorch vs tensorflow difference punët

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

I'm using TALLY PRIME and need assistan...records and converting USD to RS accurately. I'm looking to achieve the following: - **Financial Record Updating**: This project primarily entails updating sales and purchase transactions in TALLY. Ensuring that all data is correctly entered and organized is crucial to the project. - **Currency Conversion**: The project also involves converting USD to RS and appropriately handling the exchange difference issue. This requires a deep understanding of both the software and currency exchange processes. The ideal freelancer for this project should have: - Proficient experience with TALLY PRIME - Strong background in financial recordkeeping - Expertise in currency exchange and handling exchange differences - Attention to detail and ac...

...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 looking for a proficient practitioner in Tensorflow and machine learning to help develop a solution based on image and video data. Here's what I need: - Design and train a machine learning model that can extract meaningful information from our data. - The model should be capable of scene recognition in video and images. Your solution needs to reliably and accurately identify and classify different scenes. - You should be comfortable working with Tensorflow and have a solid understanding of its capabilities and limitations. Ideal skills and experience: Tensorflow proficiency, solid training in machine learning, experience in working with image and video data, and expertise in scene recognition algorithms. Your proposal should detail your plan of acti...

I'm seeking a proven expert in Artificial Intelligence for an ambitious project. The primary goal is to develop a n...The 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&#...

I'm seeking a proven expert in Artificial Intelligence for an ambitious project. The primary goal is to develop a n...The 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&#...

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 ...

...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 comf...

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...

I am seeking a professional who specializes in U.S. work visa processing. This project entails guiding me through the complex procedures involved in obtaining a U.S. work visa, making sure all required documentation is accurately prepared, submitted and processed. The ideal freelancer for the job should have: - Extensive expe...in obtaining a U.S. work visa, making sure all required documentation is accurately prepared, submitted and processed. The ideal freelancer for the job should have: - Extensive experience in U.S. work visa application. - Deep understanding of the immigration regulations and procedures. - Ability to troubleshoot unexpected obstacles or delays. Your knowledge and assistance will make a real difference in my journey towards my professional goals in the Unit...

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...

I am seeking a skilled professional who can take an existing caffe model and convert it into an efficient object detection TensorFlow model with the following requirements: - Implement the model in Python: As my preferred programming language is Python, the model should be implemented in this language. - Surveillance Application: The primary application of the model is surveillance. This means that the model should be designed to be used in a surveillance context. - Real-Time Processing: The model must process in real-time. This means that it should be able to detect objects with minimal delay, crucial for surveillance applications. Other requirements include: - mAP, F1 Score & FPS Analysis: Provide a comprehensive evaluation of the model's performance through mAP, F1 sco...

...design layout and content pages. To give some context, the primary objective of this migration project is to enhance the functionality of the website. An ideal candidate should be well-versed in enhancing user experience and updating design aesthetics. Your role will be pivotal in ensuring that the new template not only preserves the existing features but also improves the functionality. The key difference I'm aiming for in the new site is faster loading times. This means that you should be able to optimize the site's performance and ensure that the migration process doesn't compromise its speed. Ideal Skills and Experience: - Proficiency in .NET development - Strong understanding of JSON, MS SQL, AJAX, and HTML - Prior experience in website migration projects -...

I need a TensorFlow model created in Python, specifically for object detection. The model should be constructed from Caffe layers, with a focus on achieving optimal F1 Score, mAP, and FPS. The deliverables of this project should include: - A well-optimized TensorFlow model for object detection, with a clear focus on performance metrics like F1 Score, mAP, and FPS - Detailed technical explanation of the model, alongside relevant code snippets - An in-depth architecture explanation that highlights the transition from Caffe layers to TensorFlow, as well as the reasoning behind each design decision Ideal Candidate: - Proficient in Python and has worked extensively with TensorFlow and Caffe - Prior experience in creating and optimizing models for object detection -...

I'm looking for a skilled developer who can assist in creating a TensorFlow model based on the provided Caffe model files. - The Caffe model is available in both .caffemodel and .prototxt formats. - The primary goal is to create an object detection model using TensorFlow. - The details about the desired input size for the images in the TensorFlow model should be deduced from the Caffe model provided. - Also provide F1 Score, mAP, FPS and architecture in-depth explaination of the model. Ideal candidate should have: - Proficiency in both Caffe and TensorFlow. - Proven experience in object detection models. - Ability to work with different image input sizes. Dataset will be provided !

...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 ...

...or professional contractors, these smooth rods are a must-have for any toolbox. In conclusion, our top five best-selling hardware products showcase the quality and reliability that customers have come to expect from our brand. From safety hasps to U bolts, pulls, and smooth rods, each item is designed to deliver exceptional performance and durability. Explore our range today and experience the difference for yourself! Go to and get a quote....

Reconocimiento de un insecto en una caja donde existen otros insectos. Tengo unas 100 fotografías de dataset By using AI (TensorFlow, RCNN or YOLO) identify an insect from others quickly. Those will be inside a recipient.

I'm in need of an experienced Grant Writer, specifically one with a track record in securing funds for environmental/ Community projects, veterans, and small businesses. Your role will include researching, preparing, and submitting persuasive proposals for projects/initiatives. Here's what I need: - Proven experience ...You'll be paid on a contingency basis, so your earnings will be a percentage of the grant if approved. The motivation being the more money you secure the more you’ll get paid and the opportunity to do this kinda work and more profitable grants. Strong proficiency in written English, an eye for detail, and senior-level proposal writing experience required. Your expertise could make a significant difference in these sectors. Let's make an im...

...product code, price, etc. All the fields that need to be on Excel are highlighted in color red on the 2 files I'm providing as an example. Any other info not highlighted in red, doesn't need to be on Excel file. The automation process must execute without fail, ensuring that the location of highlighted fields - which are always the same in every file - does not affect the extraction. The only difference you'll see between the invoices is that most of them (maybe 90% or more) have only 1 product, but a few invoices can have 3, 4, 5 or even more different products on the same invoice. Attention: I'm not looking for someone to do the extraction for me daily. I'm looking for someone who can help me build a tool where I'll be able to automatically proce...

...requirement. The scope of documents that need translating encompasses legal papers, technical manuals and general content. Thus, experience in technical and legal translation is highly crucial. In your application: - Please give a detailed project proposal outlining per word rate for the specific pair, for: -----General translation -----Technical translation ------Rush orders if there is a price difference and turn around time - Highlight your past work, particularly in legal and technical areas. - Showcase your expertise in the languages stated above. - Be able to provide virtual remote /phone interpreting for the different pairs including technical interpretations This project calls for translators who can accurately convey the meaning of the source text, keeping in mind c...

I'm currently using TensorFlow for my machine learning model. I believe the model can be significantly improved by implementing a different algorithm. In particular, I'd like to enhance the model using "Deforming CNN". Key Points: - Current ML framework: TensorFlow - Requirement for improvement: Implementing a different algorithm - Desired algorithm: Deforming CNN Ideal skills for this project: - Proficiency in TensorFlow - Understanding of Convolutional Neural Networks (CNN) - Experience with implementing and optimizing ML algorithms - Google Colab Your task would be to integrate the Deforming CNN algorithm into the existing model, troubleshoot any issues, and ensure it enhances the model's accuracy. The goal is to significantly improve the...

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...

...Expected Results. These parts will be incorporated into an image format to compose the slide background. Visual Differentiation: The two areas should be visually distinct in a subtle manner to facilitate identification and comprehension. Utilize colors, icons, or other visual elements creatively to differentiate between the Process Improvement and Project Studies areas. It is suggested to add a difference in the color palette for the design, icons, and text for better distinction between the parts of the slide. Modern and Innovative Design: The slide design should be modern, innovative, and aligned with current presentation design trends. Graphic and visual elements should be used creatively to make the slide visually appealing. Deliverables: An image format or default items th...

Seeking a dedicated professional specializing in counseling psychology, with specific expertise managing issues involving marriage therapy and individual counseling. This proposed project aims to assist individuals and couples, by offering effective communication strategies and stress-coping mechanisms. Requirements: - Extensive experience in psychotherapy and marriage counseling - Familia...individuals and couples in resilient stress-handling approaches Your valuable insights and professional guidance will support our efforts towards helping individuals and couples deal with various mental and emotional challenges. We are excited to witness the progressive journey, as they strive for improved communication and effective stress management. Your expertise will make a significant diffe...

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 ...

My project involves a solid understanding of PDF editing particularly certificates for a variety of purposes. I'm looking for someone with the following skillset: - Efficient in adding names, titles, and dates to pre-existing fields on certificates. ...purposes. I'm looking for someone with the following skillset: - Efficient in adding names, titles, and dates to pre-existing fields on certificates. - Capable of smoothly removing and adding elements to the design. The ideal person for this job will understand the careful manipulation of PDFs to feel natural and unaltered. Attention to detail is crucial, as small errors can make a significant difference. Mastery of editing tools is a must, with experience in handling PDF certificate modifications. Please include this exp...

Design 1 attractive Banners with ChatGPT or Midjourney Hello, we need attractive Collage Banners with lot of difference szenes. Use ChatGPT or Midjourney to generate it: But DONT use real cardesigns or models!! Cars Banners ssould be an image with difference actions in a cool collage: streetraces,Tuning elements, Stunts, fast cars, luxury cars, poser, ... Thanks

...& Appearance - Top Header: “Meet the Alligator!” - Start with a simple, bold header in black and white. - Include a large outline image of an alligator that students can color. - Appearance & Differences from Crocodiles: - Provide outline drawings of both an alligator and a crocodile side by side. Label features like the snout shape directly on the outlines. - Interactive Question: "Spot the Difference! Can you label which is which?" - Beneath the images, include flip tabs with black and white images or text revealing the answers. #### Panel 2: Diet & Habitat - Header: “What Do Alligators Eat & Where Do They Live?” - Sections with outlined images showing an alligator's diet (fish, turtles, small mammals) for coloring. - Inte...

I'm initiating a monumental project focused on broad-based medical research. I need a professional to cultivate an impactful identity for my project through stellar naming, logo design, and profile creation. Here's what you should bring to the table: - Proficiency in Branding: I'm counting on you to bring your creative flair to the naming process. Make ...is PLUS - Familiarity with Medical Research: While not compulsory, a solid understanding of medical research methodologies may edge your understanding of the project's scope. - Microsoft Word template, PowerPoint template, Logo, Slogan, Images. Let's pioneer positive transformation in the medical field together. If you are passionate about combining creativity with the intention to make a difference, ...

...aesthetic integrity. - Detailed plans and 3D visualizations. The ideal candidate should be passionate about modern architecture, eager to innovate, and ready to create a unique residential design that stands out. Let's create something amazing together! Minimum submittal requirements: Front elevation of the complex based on the sketches provided with should include: Landscaping: Notice the difference in elevation from street level to the lot, this small hill side should include landscaping that fits the project. Front gate entrance: It is expected that the contestant proposed an entrance gate, the front wall and gate of the property should not exceed 1 meter tall from grade. Main entrance demarcation feature -Interior floor plans for level 1 and 2 Level1: Includes area...

I'm seeking an experienced and knowledgeable employee management trainer to assist in improving the performance of a group of less than 50 employees. Key Requirements: - Proven Experience: I need someone who has a solid backgrou...resources practices is essential to design and deliver effective training sessions. - Effective Communication: Strong communication skills are key to ensure the training message is delivered effectively to the employees. Your main task will be to work with me to design and execute a training program aimed at enhancing the performance of my team. This is a great opportunity to make a tangible difference in the productivity of my business. I'm looking for someone who is passionate about helping organizations succeed by improving the capabilities...

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), ...

...Rogers-Satchell range based variance. 4. (25 marks) Your programme should load the data from external files, and it should also produce an output file containing a small report that includes the following information: 1) the name of the stock; 2) the sample period; 3) the Rogers-Satchell range based volatility; 4) the average return and its standard deviation; 5) the interquartile range (difference between the 75% and the 25% percentile); 6) and the value of the ? and its interpretation (the interpretation should be performed automatically by the programme). For example, think about the meaning of beta for a market model You should use all the functions programmed in the previous questions. The programme should show a message to the user once this file ...

I need a professional content writer with a refined grasp on SEO to create engaging, sales-driven content for 62 product pages on my retail website. The ideal freelancer will have: - In-depth experience writing for retail businesses - A strong understanding of SEO and how to naturally incorporate keywords into content - The ability to...ability to adapt and write in a formal and professional manner. - Dont use AI generated content Your main goal is to drive online sales through your compelling and informative written content. You are not writing articles or blog posts, but product descriptions that will entice and inform customers, ultimately leading to a purchase. Your fluency in engaging SEO content could make a significant difference in the reach and success of our online re...

...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...

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Hi Trong Hieu L. This is building on top of the pytorch DDP code you wrote for me about 6 - 12 months ago. I would like you to convert it to huggingface Accelerate framework. Test on vinbigdata and CXR8 dataset on 8 Nvidia GPUs. Much of the code should be similar to before. Only need to migrate to Accelerate. Are you happy to do it?

...facing forward exactly as it will be printed) NO MOCKUPS PLEASE Your entry will be shown to the client to pick which one she likes so all the details on the card must be correct and complete without any dummy data. If your entry is not correct accordingly to the complete project details then I will reject it and you can resubmit it correctly Both will follow the exact same design. The only difference will be the Name and Titles Your entry will be shown to the client to pick which one she likes so all the details on the card must be correct and complete without any dummy data. If your entry is not complete I will reject it and you can resubmit it correctly Key Tasks: - Create a standard size (3.5" x 2") business card template. - Incorporate the color scheme from...

I am looking for an Email Marketing Specialist to ...looking for an Email Marketing Specialist to take charge of my email campaigns. Needs: 1) You use your domain/ Email Server/ Email Address 2) I give 50000-200,000 email addresses and content (what to send to all - no need of design) with subject. 3) No end date.. You will send 3000 minimum per day. I lost recently $4 or more when I awarded and freelancer could not do it. Your open rate/ Inbox rate vs. spamming will be important.. I don't want e-mails to go in spam folder so your report quality is important. Bid for 10000 emails sending for now. Please don't bid if you have not done before. If you have a passion for email marketing and can drive impactful campaigns, I'd love to discuss how we can work togethe...

As someone skilled in machine learning and an expert in PyTorch, I'm seeking assistance with my next project. I need a professional to create a Graph Neural Network (GNN) predictive model leveraging my preprocessed data. Ideal Skills and Experience: - Advanced knowledge in Machine Learning, specifically predictive modeling - Proficiency in creating Neural Network models, especially GNN - Extensive experience in PyTorch Tasks: - Constructing a GNN predictive model - Evaluating and refining the model as required based on results The ultimate goal is for this model to provide accurate and useful predictive analytics. Your expertise and input will be invaluable to the project.

...user to uncheck and recheck it because it is a required field. This needs to be fixed to clicking through if none is checked. 14. Giftcards via the Pimwick Giftcard plugin do not get emailed to the recipient when they are created even if it is selected to send to the recipient. Also, should be sent to ERS accounting. 15. Add a way for users to alter/upgrade their orders and pay for the difference if upgraded or addons selected. If the user selected pay via invoice, if they have not yet paid, a new invoice with the changes will be created with the same invoice number. If the user has already paid an original invoice (via credit card or check), an invoice for the change will be created. This also needs to update the order information in the backend....

...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 an individual with a strong medical background and excellent English skills to assist with an urgent research project on uncommon conditions of Craniocervical Instability (CCI) and Atlantoaxial Instability (AAI). Key Res...clear communication and documentation - Previous experience with medical research and a network of contacts in the field would be advantageous This project is time-sensitive and needs to be completed within a month, so prompt and efficient work is a must. The successful candidate will have the opportunity to contribute to a critical investigation in the medical field and potentially make a real difference in the lives of those affected by these conditions. Actual dignostic documents (MRI, CT Scan, etc.) and findings will be provided to the sele...

I’m building a new app via: - VS Code + Github - AWS: Amplify, S3, DynamoDB, Cloudfront I don’t need someone to build, but to explain to me how I can build myself.

The English national football league is...Borehamwood and ebbsfleet have 2, one of which is against each other. Rankings are conventional. 3 pts fir a win 1 fir a draw, 0 fir defeat. If points totals are equal the different between goals scored and conceded is considered. If that is also equal - quite possible - total scored decides it. I can supply my judgement of the probability of each result in each game. In the form of say Solihull motors vs York city 3-0 5% 2-0 10% 1-0 15% 0-0 10% 1-1 10% 2-2 5% 0-1 5% 0-2 20% 0-3 20% Ignore other unlikely scores. So the task is to montecarlo simulate the remaining games, work out the resulting table for say 1000 runs. And record whether each teams stays up or not ! So result is York 65% probability of survival. Assuming my estimates ...

Hi A bit of fun this one ! T...ebbsfleet have 2, one of which is against each other. Rankings are conventional. 3 pts fir a win 1 fir a draw, 0 fir defeat. If points totals are equal the different between goals scored and conceded is considered. If that is also equal - quite possible - total scored decides it. I can supply my judgement of the probability of each result in each game. In the form of say Solihull motors vs York city 3-0 5% 2-0 10% 1-0 15% 0-0 10% 1-1 10% 2-2 5% 0-1 5% 0-2 20% 0-3 20% Ignore other unlikely scores. So the task is to montecarlo simulate the remaining games, work out the resulting table for say 1000 runs. And record whether each teams stays up or not ! So result is York 65% probability of survival. Assuming my estimates are good ! Th...