Autogrow4 on SDSC Expanse

@Microlent

Hello! I can help set up Autogrow 4.0 inside your Jupyter Notebook environment on SDSC Expanse and create a notebook workflow that lets you run jobs easily through a GUI. The setup will follow the official Durrant Lab installation guide and ensure all dependencies and extensions work correctly on the Linux cluster environment. Implementation approach: • Install Autogrow 4.0 with all required Python dependencies in a clean environment • Configure ligand optimization and binding-site analysis add-ons • Enable support for additional open-source force fields and alternative scoring functions • Ensure compatibility with the Expanse Slurm scheduler and cluster environment The Jupyter notebook will include: • ipywidgets GUI to configure Autogrow parameters without editing code • Automatic generation of a Slurm submission script when you press Run • Job submission to Expanse and live monitoring of logs and progress inside the notebook • Automatic result storage in your project directory • A verified sample run demonstrating the full workflow You will receive the configured environment, the working notebook interface, and clear instructions for launching future runs. Quick question: are you planning to install Autogrow in a Conda environment or a shared module environment on Expanse? Best regards, Jasmin

@extreamcode

Hi, Drawing from my extensive technical skills and vast experience in API Development, Linux, Python and Shell Scripting, I can confidently say that getting Autogrow 4.0 up and running inside your existing Jupyter Notebook workspace on the SDSC Expanse won't be a problem at all. I have notable expertise in website plugin development which aligns perfectly with your need for installing and configuring Autogrow with all its dependencies. Additionally, my proficiency in software development would ensure the set-up is done smoothly without any glitches. As someone skilled in PHP and Shell Scripting, I'm confident in writing a Slurm submission script behind the scenes to orchestrate launching jobs on Expanse as per your request. Furthermore, my robust understanding of APIs will enable me to design an effortless ipywidgets-based GUI, enabling you to easily customize Autogrow parameters without altering the code. My 30-day guarantee extends beyond completion. I'll provide you with full support coverage even after the project is finished ensuring trouble-free functionality. Let's collaborate on this project to bring Autogrow4 alive in your workspace and maximize its potential for ligand optimization and binding-site analysis. Trust that we will effectively incorporate open-source force fields and alternative scoring functions. Choose skill, experience, and full post-project support - choose me! Thanks!

@techplusintl

Hi, You want to set up Autogrow 4.0 in your Jupyter Notebook on SDSC Expanse. I will install Autogrow with all dependencies and add-ons for ligand optimization and binding-site analysis. I will also create a GUI using ipywidgets, build a Slurm submission script, and ensure it saves results correctly. Can you share any specific sample data for testing? Burhan

@efanntyo

Hi there Thanks for posting this exciting project. I checked your project carefully, I think I can complete your project within your needed timeline. I am super professional in PHP, Python, Linux, Shell Script, Software Development, Data Science, Data Analysis, API Development Please ping , I am always online here Thanks Efanntyo -.

@sktricks

Hi there, I understand you need Autogrow 4.0 installed on your SDSC Expanse Jupyter Notebook workspace with key add-ons and support for open-source force fields. You also require a notebook with a simple GUI, Slurm submission script, and result saving capabilities. - Install Autogrow 4.0 with dependencies and add-ons - Create a notebook with ipywidgets-based GUI for parameter tweaking - Develop a Slurm submission script for job launch and progress tracking - Test the notebook with a small sample for end-to-end functionality **Skills:** ✅ Linux configuration ✅ Jupyter Notebook development ✅ Slurm scripting ✅ Autogrow installation Looking forward to discussing this project further.

@denisSolution

Hello client, I'm Denis Redzepovic, an experienced developer with expertise in Data Science, Shell Script, API Development, Python, Software Development, Data Analysis, Linux and PHP. I have worked extensively on diverse Python projects, ranging from backend development and automation to data processing and API integrations. My deep understanding of Python’s libraries and frameworks allows me to build efficient, scalable, and maintainable solutions. I pay close attention to code quality and performance to ensure your project runs flawlessly. With my solid experience, I’m confident I can deliver results that exceed your expectations. I focus on writing clean, maintainable, and scalable code because I know the difference between 99% and 100%. If you hire me, I’ll do my best until you’re completely satisfied with the result. Let’s discuss your project details so I can tailor the perfect Python solution for you. Thanks, Denis

@manpreetkaur991

Hello, As a seasoned web and mobile developer, I have a sturdy command over Python and technology stack that can solidify your Autogrow requirements. Not only have I worked with Symfon Laravel-based RESTful applications, but I also have substantial experience in building highly efficient and scalable projects using Yii2 framework which is crucial for the successful installation of Autogrow 4.0. My firm understanding of front-end development (Vue.js 3, AngularJS) and proficiency in JavaScript along with practical knowledge of socket programming can come in handy while building the GUI for your Jupyter Notebook workspace. Moreover, my technical grip on setting up robust Slurm submission scripts will be pivotal for launching jobs effectively on Expanse while ensuring progress update and logs streaming. In addition to my software development capabilities, I’m an adept data analyst too. As you mentioned the need for binding-site analysis, working with open-source force fields and alternative scoring functions, my skills in these areas will enable me to go far beyond a basic installation and enable me to tailor-make the functionality according to your specific requirements. Thank you

@GameOfWords

Autogrow4 on SDSC Expanse I’m a full-stack software engineer with expertise in React, Node.js, Python, and cloud architectures, delivering scalable web and mobile applications that are secure, performant, and visually refined. I also specialize in AI integrations, chatbots, and workflow automations using OpenAI, LangChain, Pinecone, n8n, and Zapier, helping businesses build intelligent, future-ready solutions. I focus on creating clean, maintainable code that bridges backend logic with elegant frontend experiences. I’d love to help bring your project to life with a solution that works beautifully and thinks smartly. To review my samples and achievements, please visit:https://www.freelancer.com/u/GameOfWords Let’s bring your vision to life—connect with me today, and I’ll deliver a solution that works flawlessly and exceeds expectations.

@juanjosec63

Hello, I’m excited about the opportunity to help you set up Autogrow 4.0 inside your existing Jupyter Notebook workspace on the SDSC Expanse. With my experience in Python, Linux, and cluster environments, I can ensure a clean installation of Autogrow with all dependencies, key add-ons for ligand optimization, binding-site analysis, and support for additional open-source force fields and scoring functions. I will develop a simple ipywidgets-based GUI within the notebook to allow you to easily tweak Autogrow parameters. Behind the scenes, I will implement the generation of Slurm submission scripts, so that when you hit “Run,” the job is launched on Expanse, and progress/log files are streamed back to the notebook. Finally, I will make sure results are saved to your project directory, with confirmation of successful test runs. I will follow the official install guide and ensure the notebook works end-to-end on a small sample for you to review. Best regards, Juan

@HiraMahmood4072

Hello, With over 7 years of experience in Data Science and Python, I have carefully reviewed your project requirements for setting up Autogrow 4.0 on SDSC Expanse. I understand the need for a clean installation of Autogrow with dependencies, key add-ons for ligand optimization, and binding-site analysis, along with support for additional force fields and scoring functions. I propose to follow the developer’s official installation guide to set up Autogrow 4.0 within your existing Jupyter Notebook workspace. I will create a notebook with an ipywidgets-based GUI for parameter adjustments, automate the Slurm submission script for job launches on Expanse, and ensure seamless progress tracking and result saving to your project directory. I am confident in delivering a fully functional solution that meets your requirements. Let's discuss this further in chat to clarify any details and ensure a successful project completion. You can visit my profile at https://www.freelancer.com/u/HiraMahmood4072 Thank you.

@mobimubasir

Hello, I can install and configure Autogrow 4.0 with all dependencies on SDSC Expanse, then build a Jupyter notebook with an ipywidgets GUI that generates Slurm jobs, runs them on the cluster, streams logs/results back, and verifies a successful test run end-to-end.

@emilesd617

Hi, I am a full-stack AI developer with 8 years of rich experience in software development, with a strong background in Python, Linux, data science, and Jupyter Notebooks. I am familiar with scientific software installations, dependencies, and running jobs on clusters like SDSC Expanse. For this project, I will set up Autogrow 4.0 inside your Jupyter Notebook workspace on the SDSC Expanse cluster. I will ensure that all necessary dependencies, ligand optimization add-ons, binding-site analysis tools, and open-source force fields are correctly installed. Once the software is set up, I will create an ipywidgets-based GUI in the notebook for parameter adjustments without editing raw code. Additionally, I will automate job submissions using Slurm, stream progress and log files, and save results to your project directory. I will follow the official installation guide and ensure that the notebook is fully functional with a small test run to confirm everything works as expected. I'm an individual freelancer and can work on any time zone you want. Please contact me with the best time for you to have a quick chat. Looking forward to discussing more details. Thanks. Emile.

@FaizalShaik80

Hi, hope you are well. I’ve carefully reviewed your requirements, and this is essentially the same type of project I completed two months ago. I am an experienced and specialized freelancer with 6+ years of practical experience in PHP, Python and I’m able to complete and deliver this project promptly. Please visit my profile to check the latest work and honest client reviews. Looking forward to working with you, connect in chat. Warm regards.

@Hubready

Hello!, I am a US-based senior software engineer with extensive experience in software development, particularly in Python and data analysis. I carefully read your project description regarding getting Autogrow 4.0 up and running inside your existing Jupyter Notebook, and I believe I’m the right fit for this job. With over 15 years in the industry, I have honed my skills in various technologies including PHP, Linux, and shell scripting. I approach projects with a solid understanding of both engineering and business objectives, ensuring that solutions are practical and maintainable. To ensure success, I suggest a phased approach: 1. Assess your current Jupyter setup. 2. Install and configure Autogrow 4.0. 3. Test for compatibility and functionality. 4. Provide documentation for future use. Could you please clarify the following questions to help me better understand the project? 1. What specific data are you looking to analyze with Autogrow 4.0? 2. Are there any particular integrations or existing tools in your environment I should be aware of? I’m committed to delivering a solution that not only meets your requirements but exceeds expectations. Let’s chat about how I can help you achieve your goals! Best, James Zappi

@DigitalNightOwl8

Hey , Good evening! I’ve carefully checked your requirements and really interested in this job. I’m full stack node.js developer working at large-scale apps as a lead developer with U.S. and European teams. I’m offering best quality and highest performance at lowest price. I can complete your project on time and your will experience great satisfaction with me. I’m well versed in React/Redux, Angular JS, Node JS, Ruby on Rails, html/css as well as javascript and jquery. I have rich experienced in Data Science, Shell Script, Data Analysis, API Development, Linux, PHP, Python and Software Development. For more information about me, please refer to my portfolios. I’m ready to discuss your project and start immediately. Looking forward to hearing you back and discussing all details.. Feel free to contact us to discuss your project

@SmartCodeDev

Hey! I can help you get Autogrow 4.0 fully installed and running inside your Jupyter Notebook on SDSC Expanse. I’ll handle all dependencies, set up the ligand optimization and binding-site add-ons, and configure any extra force fields or scoring functions you need. Once installed, I’ll build a notebook with a simple ipywidgets GUI so you can tweak parameters easily, automatically generate Slurm scripts, submit jobs, and stream logs back into the notebook. It’ll also save results to your project folder and confirm that a small test run completes successfully. I’ll follow the official install guide to make sure everything works end-to-end.

@Bhara0807

Hi, I’m Bharath ligand optimization • Binding-site analysis • Jupyter integration ✅ My Plan: ✅ - Follow the official installation guide to ensure a clean setup of Autogrow 4.0, including every dependency. - Create a user-friendly ipywidgets-based GUI for parameter adjustments, avoiding direct code interactions. - Implement a Slurm submission script that executes jobs seamlessly on Expanse, while managing output and logs effectively. In a recent project, I integrated a similar platform that automated the ligand optimization process for a research group. I successfully set up a Jupyter Notebook that allowed users to modify parameters through an intuitive GUI, streamlining their workflow and reducing errors significantly. I’m a Software Developer with over 8 years of experience in Python, Data Science, and API Development, skilled in Linux environments. My portfolio showcases numerous successful projects like this one: https://pixelcodersteam.dev.

@devbaloni1983

Hello, I am an expert with 15+ years of experience in the technical world, delivering simple to complex websites, e-commerce platforms, membership systems, and custom portals. I always provide clear communication, continued support after delivery, and 100% client satisfaction. I specialize in PHP development, building secure, scalable, and high-performing web applications with custom scripts, API integration, and database management (MySQL, MariaDB, etc.). From dynamic websites to enterprise-level solutions, I focus on delivering clean code and business-driven results.

@nutankumarftp

Being an experienced Full Stack Web and Mobile App Developer with a specialization in software development, architecture design, and data analysis, I am confident in my ability to get Autogrow 4.0 running seamlessly in your Jupyter Notebook workspace on the SDSC Expanse. I have extensive experience developing and implementing various applications and platforms using multiple languages such as PHP, Python, Node.js, and Django - all of which are crucial skills for the successful installation of Autogrow. My years of experience guarantee that I can handle complex installations with ease as well as build innovative solutions specific to your requirements. I will make sure that your notebook not only accommodates the required functionality but also becomes more user-friendly by incorporating a GUI driven by ipywidgets as you requested. Additionally, my expertise with Slurm submission scripts will enable me to build a streamlined deployment process that launches jobs on Expanse, tracks progress, and results through intelligent log files management.