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We're seeking Python de...Implement preprocessing techniques to enhance image quality and improve OCR accuracy. - Handle complex mathematical symbols and equations during text conversion. - Conduct testing and debugging to ensure the functionality and accuracy of the OCR system. Key Skills: - Proficiency in Python programming language. - Experience with machine learning and deep learning frameworks such as TensorFlow, PyTorch, or Keras. - Strong understanding of computer vision techniques and OCR algorithms. - Web development skills using frameworks like Flask or Django or Streamlit. - Familiarity with image processing libraries such as OpenCV. - Excellent problem-solving and communication skills. If you have already worked on similar task. please attach work samples in your ...

I'm seeking an experienced Python - TensorFlow/PyTorch developer to build a Deep Learning model for brain tumor classification. You should be adept with the following tools and libraries: The primary objective of this project is to create a reliable classification system that can accurately differentiate between brain tumors (types). The project will involve the development of a 3D convolutional neural network (CNN) along with transfer learning that can process the provided MRI images effectively. Key requirements for this project include: - Extensive experience in machine learning, particularly with CNNs - Proficiency with medical image analysis, particularly with MRI images - Previous experience with brain tumor classification is highly desirable - Strong understanding of t...

Role Overview: We are working on a project and seeking a highly skilled individual with a strong background in deep learning and c...in deep learning and computer vision. This role involves developing advanced computer vision models, including CNNs and Vision Transformers, vision-language models, and large language models (LLMs). The ideal candidate will have extensive experience in Python and PyTorch. Skills Required: - Theoretical and practical knowledge of deep learning, specifically CNNs, Vision Transformers, vision-language models, and large language models. - Proven experience in Python programming and frameworks such as PyTorch; familiarity with PyTorch Lightning is preferred. - Demonstrated capability in research. A record of publications in top-tier AI/ML ven...

I'm in need of someone to convert my existing Pytorch DDP code to Huggingface Accelerate framework. Key Project Details: - The primary goal of this migration is to move from existing Pytorch DDP, to Huggingface Accelerate architecture. - The code should be able to run on CPU-only mode, on a single GPU machine, and also on multiple-GPU machines. The GPU's are all Nvidia. - The code will need to be tested on my machines (CPU-only machine; machine with single-GPU; and machine with multiple GPUs) and execute smoothly without error using my datasets. If the code does not execute out of the box, you will need to log in to my computer to set it up to ensure smooth running. Pytorch environment under PyCharm/Ubuntu is already set up. These two links should g...

Hello, I need help with LAMMPS. I'm looking to perform a Monte Carlo simulation on a zirconium-copper cube with a concentration of 2%. I don't get along with the Monte Carlo execution setup I don't get replacements of atoms I have attached an article, see Figure 1 on page 10

I'm looking for a skilled AI engineer with experience in finance, proficient in Python, TensorFlow, and PyTorch. Key Responsibilities: - Design and implement machine learning algorithms to analyze financial data - Develop natural language processing models to process and interpret financial texts - Implement computer vision techniques for data visualization and pattern recognition Ideal Skills: - Proficiency in Python, TensorFlow, and PyTorch is a must - Experience in the finance industry is a plus - Strong understanding of machine learning, NLP, and computer vision techniques - Ability to work with diverse and complex datasets If you're a proactive AI engineer with a keen interest in finance and a proven track record of implementing AI solutions, I'd love t...

As an AI-driven project, I am seeking a freelancer experienced in machine learning to implement TensorFlow, scikit-learn, and PyTorch open-source tools to analyze and predict certain events. My project involves systemically analyzing data from different sensors, namely temperature (temp), relative humidity (RH), and other miscellaneous sensors. The outcome of this analysis should be predictive models capable of discerning behaviors, such as detecting when an AC unit has been turned on or off. Ideal characteristics: - Expertise in TensorFlow, scikit-learn, and PyTorch - Experience with influxdb / MQTT data handling - Strong statistical analysis skills - Knowledge in real-time data processing Your task would be to design systems that generate real-time notifications upon th...

As a client looking to develop a project centered ...a project centered on image recognition on Handwriting Character Recognition, I require a proficient Deep Learning Engineer who has expertise in Python programming. The core of the deployment involves: - The development of an effective image recognition system - Efficient use and application of PyTorch as the preferred platform The ideal candidate for this project exhibits the following skills and experiences: - Significant knowledge and experience in Python - Extensive understanding of PyTorch - Prior experience with image recognition projects Please ensure you have a strong grasp of the above-mentioned skills before bidding on this project. I look forward to meeting a dedicated professional who can deliver on time...

As a client looking to develop a project centered ...a project centered on image recognition on Handwriting Character Recognition, I require a proficient Deep Learning Engineer who has expertise in Python programming. The core of the deployment involves: - The development of an effective image recognition system - Efficient use and application of PyTorch as the preferred platform The ideal candidate for this project exhibits the following skills and experiences: - Significant knowledge and experience in Python - Extensive understanding of PyTorch - Prior experience with image recognition projects Please ensure you have a strong grasp of the above-mentioned skills before bidding on this project. I look forward to meeting a dedicated professional who can deliver on time...

We are looking for an AI expert to train us in the deployment and fine-tuning phases of an AI model. The Tra...in the deployment and fine-tuning phases of an AI model. The Training session will need to: - Provide comprehensive training on AI model deployment and fine tuning. - Ensure focus on enhancing performance and improving accuracy. - Propose innovative approaches for creating new features. Ideal Skills and Experience: - Proficiency in AI and ML concepts. - Familiar with Python, TensorFlow, and PyTorch. - Experience in deploying multiple types of AI models, with expertise in Natural language processing models, Mathematical models and recommendation system models being a notable advantage. Please note this project primarily requires guiding and training, not actual execution...

I urgently need an expert to install CUDA on my Ubuntu Linux system for Tensorflow and Pytorch

I urgently need an expert to install CUDA on my Ubuntu Linux system for Tensorflow and Pytorch

...with a developer who is keen on completing and elevating an existing project to new levels of efficiency and user engagement. Your expertise will help us deliver a top-tier product to our clients! SKILLSET 1. **Advanced Programming Skills**: Proficiency in programming languages commonly used in AI development, such as Python, Java, or C++. Knowledge of frameworks and libraries like TensorFlow, PyTorch, or Keras can also be crucial for AI and machine learning implementations. 2. **Experience with Natural Language Processing (NLP)**: Since the application involves analyzing and processing resumes and cover letters, expertise in NLP is essential. This includes familiarity with text classification, sentiment analysis, and machine learning models that handle language data. 3. **S...

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

...interface for non-technical users. Ensure the system adheres to all relevant social media guidelines and privacy regulations. Work collaboratively with a remote team including a project manager and a content strategist. Required Skills:Strong proficiency in AI and machine learning, especially in NLP and content with Python and common data science libraries (e.g., TensorFlow, PyTorch, Scikit-learn). Familiarity with social media platform APIs and automation restrictions. Ability to translate complex technical details into simple user experiences. Excellent problem-solving skills and ability to work Skills:Previous experience in developing social media tools or marketing technologies. Understanding of branding and online marketing

I'm seeking a computer vision expert with strong PyTorch experience to help me build a new set of images. This image base will significantly support the generation of training data for my project. Details: - Image Requirements: The task requires the creation of less than 100 images, specifically color images, and images under different light conditions. - Software Skills: Profound expertise in PyTorch is essential, as the work involves a library currently running on this platform. The successful candidate will be detail-oriented and possess a deep understanding of computer vision techniques. They will have previous experience creating image databases and incorporating different lighting conditions. Help me shape the future of my project with your unique skill set.

This should be a 10 min job for someone...over images should be generated using Grad-CAM but alternatives are also ok. Having experience with Grad-CAM will be ideal. - The final output should be in PNG format. Therefore, the ability to generate clear, high-quality images in this format is essential. Demonstrable experience in similar projects dealing with Language Model Visualization will be a significant advantage. Knowledge of Python/Pytorch is key as most ML libraries are often in Python. Efficiency, Accuracy, and attention to detail will be greatly valued. I look forward to seeing your applications. Note I have a fine-tuned Vision Transformer that can classify images. Now I want to see the attention maps when I give the model a new image. I want to see why the model is decidin...

...Attention to Detail: Thorough in tasks and testing, prioritizes accuracy. Openness to Feedback (criticism). Global Mindset: Dedicated to societal betterment over personal gains. Personal Growth: Values self-improvement, avoids counterproductive habits. Competencies: Programming and System Design: Proficient in Python and Java, with extensive experience using ML libraries for NLP such as TensorFlow, PyTorch, and spaCy. Natural Language Processing (NLP): Expertise in GPT models (using OpenAI API), Large Language Models (LLMs), prompt engineering, and text preprocessing techniques like tokenization, stemming, and lemmatization. Extra hours requirements: Willingness to work extended hours and weekends as needed Compensation 12000 - 80000 $ a year + 0.5 - 3% stock options Priorit...

Quick Description: I need a professional who would know how to forward pass through 200 already trained PyTorch neural networks, and obtain their outputs, in <20ms, on a provided Linux server. This task is only for the ML inference step, and not for the training stage. Key Requirements: - Expertise in Python and Machine Learning: You should be well-versed in Python and have a strong understanding of machine learning principles. - Previous Experience in Speed Optimization: Experience in optimizing machine learning inference for high-speed applications is crucial. - Proficiency in PyTorch: Experience working with PyTorch specifically is highly preferred, as this is the library we are currently using. - Expertise in Linux - Knowledgeable about how to parallelize com...

...Progresso: Permitir que os usuários acompanhem seu progresso emocional ao longo do tempo. Aplicar técnicas de aprendizado de máquina para ajustar as recomendações de tratamento. Tecnologias a Serem Utilizadas: Frontend: HTML, CSS, JavaScript para criar uma interface de usuário responsiva. Backend: Node.js ou Python para lidar com lógica de negócios e integração de IA. IA: Frameworks como TensorFlow ou PyTorch para modelos de aprendizado de máquina. Banco de Dados: MongoDB ou SQL para armazenar dados de usuários e interações. Considerações Éticas: Garantir a confidencialidade e a segurança dos dados dos usuários. Estabelecer limites claros para a i...

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

As an art enthusiast, I'm taking my passion digital by devisively creating a web application named 'AI Art'. This endeavor is aimed at employing innovative AI technology to generate unique pieces ...control access. - Users should be able to personalize the photos by applying different filters. - The platform needs to facilitate seamless downloading of the AI-generated photos in multiple formats. The ideal partner for this project is a professional with: - A deep comprehension of web application development combined with AI technology. - Proficiency in frameworks like Python, TensorFlow, or PyTorch for AI/ML. - Experience in designing UI/UX for web applications. - Knowledge of various authentication mechanisms for web apps. Join me in my journey to redefine art in th...

I need the FADNet CNN to be trained, optimized (purged), quantized and compiled to be used on the Xilinx DPU. You should know about NN, PyTorch, Python and the Vitis AI tools Tasks to do: - Train the NN - Optimize (prune) - Quantize - Compile

Hello, I am writing from Opatrip. We need certified tour guides for below cities: Orvieto (Italy) Messina (Italy) Assisi (Italy) Taormina (Italy) Perugia (Italy) La Spezia (Italy) Monte Isola (Italy) Lake Iseo Islands (Italy) San Pedro Sula (Honduras) Windhoek (Namaibia) Osaka (Japan) Sappo (Japan) Kyoto (Japan) Canberra (Australia) Melbourne (Australia) Port Arthur (Australia) Morelia (Mexico) Amatitan (Mexico) Borjomi (Georgia) Sopot (Poland) Constantine (Algeria) Nakhon Ratchasima (Thailand) Interested candidates please provide your proposals.

I'm seeking a tutor who can guide me through finetuning ...these models for specific tasks. This includes understanding the best practices for modifying the architecture and the implications of these changes on performance. - Hyperparameter Tuning: Assistance in identifying the most effective hyperparameters for the given task and how to adjust them on a high-performance computing system. Skills and Experience: - Strong command of Python, TensorFlow and PyTorch, as you will be helping me leverage these tools to perform the finetuning. - Proven experience in working with high-performance computing systems is a must. Experience with Compute Canada's Graham cluster is a plus. - Deep understanding of large language models and their architecture, as well as hyperparameter opti...

...taking hours/days to finish. Go to the notebook and obtain the dataset. 1.B Build an object detector. • using YOLO, and SSD. (need two separate notebooks) • Using the dataset, train, or fine-tune (a pre-trained model) to create an object detector. • Test on the test split of the dataset and report the results. • Show image examples of the detection performance. • Note, all platforms, i.e., mxnet, pytorch, tensorflow (and keras), have pre-trained models. You can use them, but you'll need to fine-tune and show your edits to obtain your own results. TASK 2 • Machine translation and seq2seq modeling • Build a seq2seq model for machine translation (English to French) • Using the example in , build your own model. • The notebook sho...

I require an experienced machine learning developer who can work with tensorflow and convert my existing code into PyTorch which will facilitate easier debugging. Demonstrable experience in ML libraries along with expertise in tensorflow and PyTorch is crucial for this project. The main purpose of my project is to create an explainability model. I will be providing the existing code and the selected freelancer will be expected to: - Analyze my existing code thoroughly - Ensure compatibility with tensorflow library - Convert the code into PyTorch for simplified debugging A strong understanding of machine learning principles and coding is highly beneficial for this task.

1 Overview: This project de-identifies personal information in the video that detects a person on an Edge Device connected to CCTV and protects personal information by changing the person's face or face + top and bottom. Here's what we need. 1.1 Edge Device must be sent video from the CCTV Stream. 1.2 A person must be detected in the input video. 1.3 The following information must be extracted from the detected person and made into a metadata (JSON) file. - Facial Embedding Information - Extract information about a person's attributes (hair length, hair color, top color, bottom color, top shape, bottom shape, shoe shape, color, etc.) 1.4 Change to a new face, a new outfit. 1.5 Real-time converted images and generated metadata should be delivered to the storage ...

Project Description: Calling all audio engineers and remix enthusiasts! We're excited to announce a remix contest where you'll have the opportunity to showcase your skills by editing and transforming a classic track. Your challenge is to take the song "Pump It Up" *Dan...ML Scripts and Libraries Documentation: If you used machine learning scripts and libraries to achieve the voice modification, provide the following: Scripts: Submit the actual code or a detailed algorithm of the process used. Libraries: List all audio processing or machine learning libraries utilized in your project (e.g., LibROSA for audio analysis, PyDub for audio manipulation, TensorFlow or PyTorch for any neural network implementations). Explanation: Describe how each part of your script con...

Quick Description: I need a professional who would know how to forward pass through 200 already trained PyTorch neural networks, and obtain their outputs, in <20ms, on a provided Linux server. This task is only for the ML inference step, and not for the training stage. Key Requirements: - Expertise in Python and Machine Learning: You should be well-versed in Python and have a strong understanding of machine learning principles. - Previous Experience in Speed Optimization: Experience in optimizing machine learning inference for high-speed applications is crucial. - Proficiency in PyTorch: Experience working with PyTorch specifically is highly preferred, as this is the library we are currently using. - Expertise in Linux - Knowledgeable about how to parallelize com...

I'm after a seasoned developer with experience in AI and NLP to help build a SaaS produ...developer with experience in AI and NLP to help build a SaaS product. This role will involve developing AI algorithms and implementing NLP techniques, which will ultimately contribute to the development of a sales software. Key responsibilities: - Develop AI algorithms using TensorFlow and PyTorch - Implement NLP using NLTK - Work on the SaaS product to measure sales reps' skill sets based on their sales call performance Ideal skills and experience: - Proficiency in AI and NLP - Experience with TensorFlow, PyTorch and NLTK - Prior experience in developing SaaS products, particularly ones that focus on analyzing sales performance - Strong understanding of machine learning and ...

I'm looking for a freelancer who can use their extensive AI knowledg...Limited. This project will require the AI to have several competencies including: - The ability to operate with voice commands - Smart navigation capabilities - Advanced safety features This project will be a remote position and will require compatibility across multiple platforms: iOS, Android, and Web. You should have experience with several AI technologies and frameworks, ideally TensorFlow, PyTorch, and OpenAI. A strong understanding and demonstrated experience in these areas will ensure the development and implementation of a high-quality AI agent that improves the safety and efficiency of our electric bicycles, enhancing the user experience. Please only bid on this project if you can confidently ful...

I'm seeking a skilled AI developer to create versa...chatbot functions. - Proficiency in Python, Java, and JavaScript preferred, but other languages are acceptable if they are more suitable for the task. - Familiarity with TensorFlow, PyTorch, and Microsoft Cognitive Services is beneficial, but not mandatory. Ideal Skills and Experience: - Strong background in AI development, including experience in building chatbots, recommendation systems, and data analysis tools. - Proficiency in Python, Java, and JavaScript, with a willingness to adapt to other languages as needed. - Ability to work with various platforms and frameworks, with a preference for TensorFlow, PyTorch, and Microsoft Cognitive Services. - Strong problem-solving skills and the ability to work independently ...

I am in need of an Excel expert who can assist me predominantly with data analysis tasks. More specifically, the ideal individual should be adept at: - Utilizing Excel effectively with the @Risk add-on, - Performing a Monte Carlo simulation to analyze risk, - Wielding strong analytic capabilities to interpret and communicate the simulation's results. The task will require a deep understanding of data analysis techniques, a keen eye for detail, and fluency in data visualization. This role is perfect for seasoned Excel professionals with past experience in risk analysis and simulation.

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. ...

... - 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 need a skilled Python programmer to work on implementing several search algorithms into my ongoing project. Tasks to be completed include: - Implement Depth First Search (DFS) - Implement Breadth First Search (BFS) - Implement Greedy Best-First Search (GBFS) Additionally, the implementation of a custom strategy, the Monte Carlo Tree Search, is required. While the project is near completion, I need the final implementation and report writing. An understanding and successful application of the aforementioned algorithms are vital for this job, as well as strong proficiency in Python. Strong writing skills are also required as you'll need to compile a concise report explaining the implementations.

I'm in need of a deep learning expert to develop a safety helmet ...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 objecti...

Over this weekend, I need an expert to construct a meticulous Monte Carlo model for sales forecasting in Excel. Details and requirements include: Data for the Model: - Historical sales performance - Market trends - Average deal size - Deal count - Time to close each deal - License count - Cost per license Forecasting Accuracy: High-level precision is crucial. Development Platform: The model should preferably be built in Excel. Ideal Candidate Skills: - Proficient in Excel - Extensive knowledge of Monte Carlo models - Proven track record in high accuracy forecasting - Ability to work under tight deadlines. Remember, this task is time-sensitive and requires your full commitment over the mentioned weekend.

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...

Reinforcement learning (Monte Carlo and Q Learning) for Blackjack in HTML and Javascript

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 and ba...

...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 ...

...GUIDE TO DO THE UNIFORM PATTERN. You should draw a lego figure.*** - The invitation should prominently feature a Lego-Soccer theme. Use your creativity to blend both elements into a strikingly fun and playful design. - It's crucial to include the following pieces of information: the date and time of the party (Wednesday, June 5th from 4 pm to 8pm), the venue (Campo Society at Clube Atlético Monte Líbano, Rua do Gama #2267), RSVP details (Nura +55 11 99550.6551), Birthday bus leaving from Graded, catchphrase "It's Game Time! Come play with us!". Also, it's Philippe's 7th birthday, so make sure that stands out. - Proven experience in graphic design and specifically in children's party invitations is desired. Familiarity with...

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?

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.

...project. Key responsibilities include: - Implementing the necessary calculations and simulations to determine the best combination of materials - Providing recommendations on the most effective shielding design for the desired level of protection - Ensuring all aspects of the simulation are accurately and effectively completed Ideal candidates should have: - Proven expertise with MCNPX and Monte Carlo based simulations - Strong background in radiation shielding, particularly for both neutron and gamma radiation - Previous experience in selecting and working with materials such as lead, concrete, and polyethylene for radiation protection - Ability to deliver results that meet the desired moderate shielding effectiveness Please come prepared with a portfolio of relevant ...