R vs python 2020งาน

หารับจ้างเขียน Script เกม Roblox แนว Parkour Movement ** รายละเอียด ** ภาษาที่ใช้: Lua แนวเกม: Parkour Movement เน้น Wall Climb (ตามคลิปวิดีโอ) งบประมาณ: 10,000 บาท (สามารถเรียกค่าใช้จ่ายเพิ่มได้หากค่าใช้จ่ายเพิ่ม) คุณสมบัติผู้รับจ้าง: มีประสบการณ์และทักษะการเขียน Script เกม Roblox เข้าใจภาษา Lua และระบบการทำงานของ Roblox Studio มีความสามารถในการออกแบบระบบ Parkour และ Movement เน้นการเขียน Script ที่มีประสิทธิภาพและลื่นไหลได้ สามารถสื่อสารภาษาไทยได้ วิธีการสมัคร: ส่งผลงาน Script เกี่ยวกับเกม Roblox หรือเกมต่างๆที่ผลงานคล้ายๆประมาณนี้ (ถ้ามี) อธิบายประสบการณ์และทักษะการเขียน Script เกี่ยวกับเกม Roblox แจ้งค่าจ้างที่ต้องการ ระบุเวลาที่สามารถทำงานเสร็จได้ ** ช่องทางการสมัคร ** อีเมล: [กรุณาระบุอีเมล] Discord: [กรุณาระบุชื่อผู้ใช้ Discord] ขอสงวนสิทธิ์ในการคัดเลื...

เขียนโปรเเกรม Sudoku ที่สามารถเเก้โจทย์ Sudoku ที่ user inputโดยไม่ใช้ library ที่เกี่ยวกับ constraint(CLD(FD) library) เขียนโดย backtracking เเละเชื่อมกับ UI โดยใช้ python

สวัสดีครับ ผมมี Application Flutter อยู่แล้วแต่ผมติดปัญหาเรื่องการทำงาน Background process ใน iOS และ Android และ bug ในเรื่อง submit ข้อมูลไปยัง background ต่างๆ ไม่ทราบว่าพี่สามารถช่วยเหลือทางด้านนี้ได้ไหมครับ

สวัสดีค่ะ ไม่ทราบว่ารับทำโปรเจคทางด้าน Modelling, Simulation and Optimisation ใช้ python code ค่ะ

สวัสดีค่ะ ไม่ทราบว่ารับทำโปรเจคทางด้าน Modelling, Simulation and Optimisation ใช้ python code ค่ะ

สวัสดีค่ะ รบกวนสอบถามหน่อยนะคะ พอดีจะให้ช่วยวิเคราะห์งานเพิ่มเติมหน่อยนะคะ แต่ทำในส่วน code python ไปบ้างแล้วนะคะ

สวัสดี Milos R. ฉันสังเกตเห็นประวัติของคุณและต้องการนำเสนอโปรเจคของฉัน เราสามารถพูดคุยรายละเอียดได้ผ่านทางการสนทนา

1) DIY Box Stickers & Cooking Steps: Ready but only amending some patterns & info 2) Snack Box Stickers: Could amend from 1) TIMELINE: WITHIN TODAY 17-APR-2020 อยากได้งานแก้ไขวันนี้ค่ะ โทร0891750044

สวัสดีค่ะ ฉันสนใจให้คุณทำหน้าที่แอดมินออนไลน์ หน้าที่ • ลงสินค้าเพิ่ม • แก้ไขรายการที่มีอยู่ • เพิ่ม hashtag • อัพเดทสต็อก • ปรับปรุงแก้ไขรายละเอียดสินค้าตามคำสั่ง • ลงเข้าร่วมโปรโมชั่นให้ ช่องทาง • Shopee = 317 ชิ้น • Lazada = 301 = ชิ้น • JD Central = ประมาณ 300 ชิ้น ระยะเวลา: ชั่วคราว (ขึ้นอยู่กับว่าจะทำงานเสร็จเมื่อไหร่)

งานจะเป็นการนำข้อมูลจราจรในไทย (ผมมีให้) มาทำการ analyze เพื่อดูว่า จุดที่มีการเกิดอุบติเหตุ มีความเร็วรถเป็นอย่างไร ทั้งก่อนเกิดอุบัติเหตุ กับ หลัง โดยข้อมูลที่มีให้จะประกอบด้วย เช่น ไอดีรถ, ชื่อถนน , ความเร็วของรถ , บอกขาไป ขา กลับ, latitude , longtitude ไม่ต้องทำทั้งประเทศครับ สมมุติว่าในกรุงเทพ ณ วันที่ 1 เวลา 12.00 มี จำนวนอุบัติเหตุ ทั้งหมด 50 จุด ในผลลัพธ์ก็อาจจะแสดงเป็นแผนที่ (ใช้ leaflet ใน r) ละก็พอคลิกไปที่จุดอุบัติเหตุ ก็จะมีข้อความบอกว่า ความเร็วก่อนเกิด กับ หลังเกิดเป็นอย่างไร ทำงานไว้เสร็จแล้ว แต่โลจิกที่ใช้ยังมี error (ยังไม่ชัวร์ว่าความเร็วที่หามาเป็นของถนนฝั่งไหน) เพราะไม่ได้ใช้ข้อมูลที่เป็น id รถ แต่ตอนนนี้มีข้อมูล id รถแล้วเลยอยากให้ช่วยปรับให้โลจิกมันไม่มี error

จำลองข้อมูลโดยวิธี Gibbs Sampler โดยโปรแกรม R

ฉันต้องการสร้างเว็บไซต์ใหม่

Food R and D is looking to launch its range of baby products in Q2 2016. We are launching 4 ready to eat baby food in cups and 2 Freeze dried products in boxes. As part of our brand debut, we are looking to promote brand identity as well as familiarity among consumers. หากต้องการข้อมูลเพิ่มเติมสามารถติดต่อได้ทางข้อความ

...Tasks to Be Completed Preparation for Installation Review the specifications of my computer to assess compatibility and identify issues. Provide recommendations for temporary or permanent system optimizations if required. Installation of ComfyUI Download the official installation package from GitHub. Extract the package and install it on Disk D. Install necessary dependencies (e.g., Miniconda, Python, and other libraries). Configuration and Optimization Adjust parameters for optimal performance, such as VRAM allocation and smart memory usage. Modify CUDA-System Fallback Policy settings in the NVIDIA/AMD Control Panel (or relevant GPU settings). Apply the latest best practices for configuration. Testing and Validation Test the functionality of ComfyUI to ensure proper installation...

NOTE! This project is only for Freelancers or small teams of freelancers in Europe. NOT AGENCIES. We are looking for experienced freelance developers or developer teams in Europe, with a strong specialization in Wagtail CMS. The ideal candidates should have extensive experience with Python, Django, PostgreSQL, JavaScript, HTML, and CSS. Requirements: 1. Experience: At least 5 years in web development, with a minimum of 2-3 years specifically working with Wagtail CMS. 2. Skills: Proficiency in Python, Django, PostgreSQL, JavaScript, HTML, and CSS. 3. Language: Fluent in English at a C1 level. 4. Constant Communication and Updates on a daily basis Planned Tasks 1. Website migration to a new server 2. Wagtail Upgrade and testing 3. Template customization based on specific re...

I'm seeking a Python expert to develop a classification algorithm capable of distinguishing specific product image variants. Key project details: - Image Types: The images pertain to various objects, specifically within the product category. - Image Characteristics: The images are relatively simple, but the primary challenge stems from dealing with similar looking objects. Ideal candidates for this project should be proficient in Python and have experience in image processing and machine learning. They should have a strong understanding of algorithm development and be capable of creating a solution that can accurately classify these product images.

...unique, interactive, web-based Code Adventure Game with a focus on Python programming. The goal of the game is to help adult users learn programming in a fun and engaging way. Key Features: - Simple, easy to implement game structure, but with novel twists to keep it interesting - Each level will present a programming challenge that the user must solve to progress - Challenges will involve fundamental programming concepts such as printing messages, using conditionals, loops, and functions - Game will primarily include graphical puzzles, adding an extra layer of complexity and engagement - Designed specifically for adults, so challenges will be targeted at this demographic Ideal Skills and Experience: - Proficient in Python with a strong understanding of fundamental progr...

I need assistance deploying my small React and Python application on a Digital Ocean droplet. The app primarily focuses on real-time data processing. Key Requirements: - Experience with React and Python - Proficient in deploying applications on Digital Ocean - Understanding of real-time data processing The app is not an e-commerce platform, social networking site or educational tool, but a simple yet efficient small-scale app that I have developed. Please bid if you have the necessary skills and experience.

I am looking for a skilled writer with a strong understanding of software development and experience in writing for a technical audience. The task involves creating a 2000-word technical article focused on software development, with the primary objective being to educate readers on various...skilled writer with a strong understanding of software development and experience in writing for a technical audience. The task involves creating a 2000-word technical article focused on software development, with the primary objective being to educate readers on various programming languages. The article should: - Be written in a similar style to the example provided () Please include relevant writing samples and explain why you are a good fit for this project.

I require a proficient Python developer who can create a script for me. The script should be able to convert Darknet/Yolov4 weights files to both Onnx and TFLite formats. You can work on these 2 pre-trained models for the conversion- And The conversion script should work either in Colab or Kaggle's notebook.

I'm having a problem with my Python script for web scraping. It's been giving a "blocked by Cloudflare" error. The script has a function that makes three requests: - First: Authentication - Second: Getting all courier shifts - Third: Accepting shifts when an available one is found I've tried using proxies to bypass Cloudflare, and I have an automated CAPTCHA solver integrated into the script. I am currently using residential proxies. I'm looking for an experienced Python developer with web scraping expertise who can help me fix this issue. The ideal freelancer would have experience dealing with Cloudflare and could provide a more reliable solution than just using proxies. Please include in your bid any relevant experience you've had and ...

...LSTM effectiveness in anomaly detection, focusing on their combined performance improvement. Key Responsibilities: Debug existing codebase that: Tests Isolation Forest performance Tests LSTM performance Evaluates combined model approach Validate results showing: Individual model metrics Combined model improvements Statistical significance Performance comparisons Required Skills: Strong Python/ML debugging experience Familiar with Isolation Forest and LSTM Experience with performance metrics Statistical analysis capability Key Focus: Validate that combining these models provides measurable improvement over individual approaches. Note: Code is already implemented - role focuses on debugging and results validation. Deliverables: Working codebase Results validation report...

Bug fix on a web-based platform using AngularJS and Node.js that leverages Python for web scraping and data mining. PostgreSQL will serve as the backend database to store and manage aggregated data. The platform will scrape, analyze, and visualize data from multiple sources, offering users real-time insights and customizable dashboards for decision-making. Skills: AngularJS Node.js PostgreSQL Python Web Scraping Data Mining

...requirements: Overall dimensions, power transmission layout, PTO requirements, safety standards, etc. Outline constraints (budget, available fabrication methods, etc.). Conceptual Sketches Hand-drawn or simple digital sketches illustrating the overall layout (engine, gearbox, differential, steering, seating, etc.). Provide multiple concept options, if possible (e.g., chain drive vs. belt drive, handlebar steering vs. steering wheel). Deliverables (Milestone 1) A short Requirements Specification Document (PDF/Word). Conceptual Drawings (PDF/PNG) showing at least two design options. A brief Feasibility Analysis (pros/cons of each concept). Phase 2: Detailed 3D CAD Model Preliminary 3D Modeling Create the main assembly in 3D CAD software (SolidWorks, Fusion 360,...

PLEASE READ CAREFULLY!!! IF YOU DON'T HAVE EXPERIENCE WITH BET365 DO NOT MAKE ANY OFFER!!! IT'S A VERY HARD WEBSITE TO SCRAPE WITH AN HIGH LEVEL OF PROTECTION I'm seeking a skilled web scraper to gather live match data from Bet365, specifically focusing on Football, Basketball, and Tennis. Key...OFFER!!! IT'S A VERY HARD WEBSITE TO SCRAPE WITH AN HIGH LEVEL OF PROTECTION I'm seeking a skilled web scraper to gather live match data from Bet365, specifically focusing on Football, Basketball, and Tennis. Key Requirements: - A script for a Connection to the socket. - Capture live odds on match events. - Experience with web scraping, specifically with sports data, is highly preferred. JAVA or PYTHON. Java is preferred Please provide examples of similar pro...

I need a Python developer to automate sending test reports via WhatsApp with attachments. The reports are generated by our hospital management software and stored in a database as PDFs. Ideal Skills: - Proficient in Python - Experience with WhatsApp API - Familiar with database management - Understanding of PDF handling in Python I am looking for a professional who can work with me to streamline this process, making it efficient and reliable.

As a small consulting firm in Europe, we are seeking a GenAI and Python expert for an important mission with one of our clients. This project involves extracting specific numerical data from tables in .pdf files, and subsequently importing these data points into an Excel sheet. The Excel sheet will also require some statistical calculations. Given the nature of this task, the ideal freelancer should possess: - Proficiency in Python and GenAI techniques, particularly for data extraction and manipulation - Strong statistical analysis skills with experience in Excel - Ability to work with diverse and inconsistent data formats The PDF files vary in structure, hence the freelancer must be adaptable and capable of handling a mix of varying formats. Please note that the focus is ...

I urgently need a Python specialist who can assist with setting up a Linux server. My previous server was lost and I need to get everything up and running as soon as possible. Key Tasks: - Set up a new Linux server - Restart all custom Python scripts on the new server Ideal Skills: - Proficient in Python - Extensive experience with Linux servers - Quick problem-solving skills - Able to work under pressure to meet tight deadlines

Overview Design and implement ETL process...integration and analytics capabilities. Qualifications: Bachelor’s degree . Proven experience as an ETL developer, with a focus on Google Cloud Platform, for at least 3-4 years. Strong programming skills in languages such as Python. Experience with data modeling, schema design, and database optimization. Solid understanding of data warehousing concepts and best practices. Excellent problem-solving and analytical skills. Strong communication and collaboration skills. Skills & Requirements ETL development, GCP, BQSQL, Cloud Composer, Dataflow, Cloud Storage, Python, Data modeling, Schema design, Database optimization, Data warehousing, Collaboration Location based , Contract work (6 months+ project length...

I'm seeking a talented 3D designer to create a detailed model of a speargun in Fusion360 for production grade sepagrun with compnents that will be produced on the CNC machine. It is not required to create g-code but all materials used should be normal materials avialble commerciall (e.g. you cannot use 1.37m...or similar equipment, would be advantageous. - Strong understanding of ergonomic design principles. - Stron understanding of mechanics and physics - pulleys, rubber bands, hydrodinamics, etc. Please submit a portfolio showcasing relevant work and an estimated timeline for project completion. Components to be used:

I'm looking to develop a personal web application using Flask, Python, JavaScript, HTML, and CSS. The app should incorporate the following key features: - User Authentication: The app should support email and password-based login systems. - Database Integration: The app needs to interface with a database for storing user data and other relevant information. - Responsive Design: The app should be mobile-friendly and maintain usability across different screen sizes and devices. Ideal candidates for this project should have proven experience with full-stack web development, particularly with Flask and Python. Familiarity with JavaScript, HTML, and CSS is a must, as is a demonstrated ability to implement secure user authentication systems and responsive designs.

I'm seeking a talented 3D designer to create a detailed model of a speargun in Fusion360 for production grade sepagrun with compnents that will be produced on the CNC machine. It is not required to create g-code but all materials used should be normal materials avialble commerciall (e.g. you cannot use 1.37m...or similar equipment, would be advantageous. - Strong understanding of ergonomic design principles. - Stron understanding of mechanics and physics - pulleys, rubber bands, hydrodinamics, etc. Please submit a portfolio showcasing relevant work and an estimated timeline for project completion. Components to be used:

Hello, I have a ready-made Python script that works exclusively on localhost and direcly to my public URL radio streaming server (which i dont like to tell or leave into config file because can be abuse as before). Considering the simplicity of Python, it requires only minor modifications—2 to 3 lines, taking approximately 10 minutes or less. As mentioned, the script already works on localhost using various proxy addresses, but it does not function with internet URLs, regardless of which URL is provided. The script currently operates by inputting the target domain into the code and fetching IP addresses through a proxy API URL. The proxy addresses that connect should remain active on the website for a minimum of 2/3 hours before disconnecting, into script is set 2...

I'm seeking a talented designer to create a premium, modern and minimalistic logo for my clothing and apparel manufacturing company. The logo should reflect an elegant style and use bold and vibrant colors. A combination of both symbolic and typography elements in the logo is desired. Logo Name : R S Clothings & Apparels Area of work: Fashionable Cclothing and apparel Manufacturer Tagline: Please suggest a good tagline realted to the buisness. Ideal skills and experience for the job: - Proven graphic design experience - A strong portfolio of logo designs, particularly for clothing and apparel - Proficient in design software (e.g. Adobe Illustrator, Photoshop, coral) - Excellent understanding of color theory and design principles - Ability to create a balance between eleg...

I'm looking for a talented graphic designer to modify an existing logo for me. The task involves replacing the letter A in the center of the logo with the letter R. What I need: - The new logo should maintain the same font, color, look and feel as the original. - The final deliverable should be in PNG format. - I also require a transparent background version of the logo. Ideal candidates for this project should have: - Proficiency in graphic design software. - Experience in logo design and modification. - Attention to detail to ensure the new logo matches the original as closely as possible.

Based on this sample json need to create a product in shopify store thru shopify api. Need guidance to configure and sample call from postman. Using this we will call this api from our dedicated external application to load products into shopify. We need sample api call for all CRUD operations. { "ProductId": "17711", "ItemCode": "SJ2085-S-18-R", "SameDesignCode": "SJE32903RDT-B-R", "ProductName": "Earrings", "ProductTitle": "18k Rose Gold Lab Grown Diamond Bezel Setting Earring 0.75 ctw SJE32903RDT-B", "Slug": "18k-rose-gold-lab-grown-diamond-bezel-setting-earring-0.75-ctw-sje32903rdt-b--sj2085-s-18-", "CategoryId": "1", ...

...shipment arrival data from OTM (arrival dates, shipment types, volumes). External factors (holidays, weather, geopolitical impacts). Tasks: Clean and preprocess the dataset: Handle missing values, normalize data, and perform feature engineering. Generate derived features such as: Day-of-week trends. Seasonality indicators (e.g., peak/off-peak periods). Shipment type classifications (high-volume vs. low-volume). Ensure all datasets are integrated into a unified format suitable for modeling. Forecasting Model Development: Build a Smart Forecasting Model with the following specifications: Utilize LSTM (Long Short-Term Memory) for time series forecasting. Incorporate historical and real-time data inputs. Handle multivariate time series, including external factors. Model...

I have over 5000 documents, primarily in PDF format, that require document processing. I need a python script that can sift through these documents to extract allergens and nutrition information, and then compile this data into separate CSV files. Key Requirements: - The documents include not just standard PDFs, but also Excel and Word files. Some of these are scanned PDFs that contain both images and text. - The script needs to be able to interpret and extract relevant information from all of these formats. - The analysis needs to be performed on documents written in English. Ideal Skills: - Proficiency in scripting languages such as Python. - Experience with data extraction and analysis from various document formats. - Familiarity with handling and interpreting scanned do...

My Python code has an consistent bug that needs fixing where it is not updating the metrics correctly. I need a Python expert to diagnose and fix the issue. developer to be well versed with the ms sql and yahoo finance

I need a developer to integrate my Python script with Twilio to automate a voice assistant for appointment scheduling. The voice assistant should also be able to confirm appointments. Ideal Skills: - Proficient in Python - Experience with Twilio and websockets - Skills in developing voice assistants

I'm seeking a seasoned Python developer who specializes in web scraping, particularly for extracting data on keyword positions from Google rankings. The primary task involves real-time scraping to feed insights into our proprietary tool, DMcockpit.com. Key requirements: - Extensive experience with web scraping, particularly tracking search engine rankings - Proficient in Python with a robust portfolio of similar projects - Familiarity with Google's latest updates and scraping challenges - Ability to implement efficient, reliable and compliant scraping techniques If you have innovative strategies to navigate around Google's latest scraping hurdles, I would be keen to hear your insights. Please share your portfolio or examples of similar projects you’ve w...

Working with our team to build an interactive AI-financial web-based app. We already have most of the core codes in Python, your responsibility will be supporting in infrastructure, frontend, and api construction. The requirements are as following: 1) login account: activities tracking, forgot password, Google account login (for 2C), company email or company name+position (for 2B), not sure by request/invitation or freely sign up at this stage 2) profile setting: interested company or sector, or interested portfolios 3) survey or feedback pop up for free users 4) report generation in doc and/or pdf files 5) key features: - trend identification (from events and/or themes in graph database) - ⁠fundamental analysis for stock (with AI agentic workflow) - ⁠stock ranking (rephrasing ...

I'm looking for a talented web scraper who can efficiently extract data from a specific website. The project involves navigating through pagination and scraping data from approximately 5,004 records. Requirement...efficiently extract data from a specific website. The project involves navigating through pagination and scraping data from approximately 5,004 records. Requirements: - The data to be scraped is primarily text, specifically contact information from each record. - The scraped data needs to be delivered in a CSV file. Ideal Skills: - Proficiency in web scraping tools and programming languages (like Python, BeautifulSoup, Scrapy etc.) - Excellent attention to detail to ensure accurate data collection. - Previous experience in scraping websites requiring pagination and...

I have a Python script that is meant to scrape data from a website, but currently it is not collecting any data. The structure of the website has not changed recently, so I suspect there may be an issue with the script itself. Ideal Skills and Experience: - Proficient in Python - Experienced with web scraping - Familiar with troubleshooting and debugging scripts I am looking for an expert who can quickly identify and fix the problem, so that my script can start collecting data again.

Looking for an expert in Python and OCR development to extract character images from my scanned PDF documents. The project involves implementing image processing methods such as thinning, de-noising, and contrast normalization. Your role will also include comparing the effectiveness of different classifiers such as k-Nearest neighbors (KNN), Support Vector Machines (SVM), Inception V3, and Convoluted Neural Networks (CNN) for the OCR task. Ideal Skills: - Proficient in Python - Experience in OCR development - Familiarity with image processing methods - Knowledge of KNN, SVM, Inception V3, CNN - Background in working with scanned documents Please provide examples of similar past projects in your proposal.

...English, Spanish, and French (if needed for the Caribbean audience). Admin Panel Monitor transactions and user activity. Approve or reject flagged transactions. Manage fees, payout schedules, and system notifications. Technical Requirements Platform: Mobile-first approach (iOS and Android apps). Tech Stack: Frontend: React Native or Flutter for cross-platform compatibility. Backend: Node.js or Python (Django/Flask) with RESTful APIs. Database: PostgreSQL or MongoDB for user and transaction data. Payment Gateway: Integration with Stripe, PayPal, or a local Caribbean payment processor. APIs: CashApp API for account linking and transfers. Google Maps API (optional, for location-based payments). QR code generator API. Link Payment API for generating payment links (via SMS, email, s...

...facial animation. 3. A user-friendly interface for non-technical users. Ideal Freelancer: • Expertise in AI, machine learning, and motion capture. • Experience with Blender and CG animation. • Familiarity with open-source tools. What 5 software skills must the freelancer have For this project, the freelancer should have the following five essential software skills: Blender, AI/Computer Vision, Python Programming, Facial Animation Tools, Real-Time Rendering. Blender (3D Animation and Rendering): Expertise in using Blender for modeling, rigging, animating, and rendering CG characters. This is crucial for integrating motion capture data and ensuring seamless character replacement. AI/Computer Vision: Proficiency in using AI-based motion capture tools to track act...

I'm looking for a Python expert to help me automate my trading strategy, specifically for Zerotha entry and exit points. I have some ideas but need a skilled professional to assist in transforming these into a working algorithm. Ideal Skills: - Python programming - Automation - Understanding of trading strategies Experience: - Prior experience in trading automation preferred - Familiarity with Zerotha platform is a plus

I'm seeking a professional with expertise in supervised machine learning, specifically in building a classification model. Ideal Skills: - Strong background in machine learning, particularly supervised learning - Proven experience in developing classification models - Proficiency in Python, R or similar programming languages - Familiarity with machine learning libraries such as Scikit-learn, TensorFlow, etc. Please provide examples of similar projects you've completed in your proposal.

...(Ver_B) – 16 Outputs - 16 WS2812 Data lines (level shifting + resistors each). - Must handle higher currents (wider 5 V traces, more capacitors). - Same sensor configuration. - Ensure no conflict with ESP32’s boot/strapping pins when assigning 16 GPIOs. 6. Deliverables - Complete design files (schematics, PCB layout, Gerbers, BOM) for both variants. - Confirm pin assignments vs. ESP32 datasheet (no boot pin conflicts). - Integrate all necessary filters and protective components for reliable operation over long cables. - Optional help for the first manufacturing order (PCB specs, part sourcing, etc.). >>> Attachments & Reference 1. Ver_A Diagram (2-channel example) and Ver_B Diagram (16-channel example) – attached b...