These CI Links are crowd-sourced from the ConnectCI community and represent a “vetted” list of useful websites, training modules, and tutorials. CI links show up in tag search if they have the relevant tag attached. Affinity groups can include relevant CI links on their respective affinity group pages. Additional CI links are always welcome, click the “Add New CI Links” button to suggest one.
| Title | Description | Category | Tags | Skill Level | Affinity Group |
|---|---|---|---|---|---|
| Data Visualization tools for Python | Matplotlib is a comprehensive library for creating static, animated, and interactive visualizations… more | Docs | documentation python | 
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| Introduction to Python for Digital Humanities and Computational Research | This documentation contains introductory material on Python Programming for Digital Humanities and… more | Docs | ai big-data data-analysis more | 
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| PyTorch for Deep Learning and Natural Language Processing | PyTorch is a Python library that supports accelerated GPU processing for Machine Learning and Deep… more | Docs | ai big-data data-analysis more |
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| Paraview UArizona HPC links (advanced) | These links take you to visualization resources supported by the University of Arizona's HPC… more | Docs | visualization | 
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| ACCESS KB Guide - Anvil | Purdue University is the home of Anvil, a powerful supercomputer that provides advanced computing… more | Docs | anvil | 
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Anvil |
| ACCESS KB Guide - DELTA | NCSA is the home of Delta, a computing and data resource that balances cutting-edge graphics… more | Docs | delta |
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DELTA, AI Institutes Cyberinfrastructure |
| ACCESS KB Guide - Expanse | Expanse at SDSC is a cluster designed by Dell and SDSC delivering 5.16 peak petaflops, and offers… more | Docs | expanse composable-systems gpu |
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Expanse |
| ACCESS Pegasus Documentation | Docs | pegasus |
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Pegasus | |
| AHPCC documentary | This link is a documentary website to use AHPCC. | Docs | login batch-jobs slurm more |
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| Bioinformatics Workflow Management with Nextflow | Nextflow is an open-source, domain-specific language and workflow manager designed for the… more | Docs | cloud-computing parallelization data-management more |
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| Building the ArduPilot environment for Linux | This article provides instructions for building AirSim, an open-source simulator for autonomous… more | Docs | setup profiling data-transfer more |
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| Chameleon | Chameleon is an NSF-funded testbed system for Computer Science experimentation. It is designed to… more | Docs | data-sharing data-reproducibility |
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| CUDA Toolkit Documentation | NVIDIA CUDA Toolkit Documentation: If you are working with GPUs in HPC, the NVIDIA CUDA Toolkit is… more | Docs | documentation c c++ more |
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| DARWIN Documentation Pages | DARWIN (Delaware Advanced Research Workforce and Innovation Network) is a big data and high… more | Docs | darwin big-data |
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DARWIN |
| Factor Graphs and the Sum-Product Algorithm | A tutorial paper that presents a generic message-passing algorithm, the sum-product algorithm,… more | Docs | access-acount ai machine-learning | 
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| Fairness and Machine Learning | The "Fairness and Machine Learning" book offers a rigorous exploration of fairness in ML… more | Docs | ai data-analysis deep-learning more |
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| GIS: Geocoding Services | Geocoding is the process of taking a street address and converting it into coordinates that can be… more | Docs | geographic-information-system |
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| Globus Documentation | Globus is a data transfer, sharing, automation, and discovery service used by hundreds of thousands… more | Docs | cloud-storage data-sharing data-management more |
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| Guide to building AirSim on Linux machines | This article provides step-by-step instructions on how to build AirSim, a simulator for autonomous… more | Docs | documentation setup github more |
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| Info about retiring of R GIS packages rgdal, rgeos, maptools in 2023 | R GIS packages "rgdal", "rgeos", and "maptools" are package set to be… more | Docs | r |
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| Intro to Statistical Computing with Stan | The Stan language is used to specify a (Bayesian) statistical model with an imperative program… more | Docs | data-analysis machine-learning monte-carlo more |
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| Introductory Tutorial to Numpy and Pandas for Data Analysis | In this tutorial, I present an overview with many examples of the use of Numpy and Pandas for data… more | Docs | ai big-data data-analysis more |
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| Jetstream2 Docs Site | Jetstream2 makes cutting-edge high-performance computing and software easy to use for your research… more | Docs | jetstream |
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Jetstream-2 |
| Machine Learning in Astrophysics | Machine learning is becoming increasingly important in field with large data such as astrophysics.… more | Docs | plotting big-data image-processing more |
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| Moving-Lid-Driven Flow Simulation by Finite Difference Method | The listed repository contains code written in C++ to model the flow inside a cavity with a lid… more | Docs | computational-fluid-dynamics |
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| Numba: Compiler for Python | Numba is a Python compiler designed for accelerating numerical and array operations, enabling users… more | Docs | vectorization optimization performance-tuning more |
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| Official Documentation for PyTorch and NumPy | The official documentation for PyTorch, a machine learning tensor-based framework, and NumPy, which… more | Docs | deep-learning neural-networks pytorch more |
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| Official Documentation of VisIt | VisIt is a prominent open-source, interactive parallel visualization and graphical analysis tool… more | Docs | visIt novel-accelerators particle-physics |
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| Official Python Documentation | The official documentation for Python 3.11.5. Python comes with a lot of features built into the… more | Docs | documentation python | ||
| Optimizing Research Workflows - A Documentation of Snakemake | Snakemake is a powerful and versatile workflow management system that simplifies the creation,… more | Docs | documentation data-analysis data-reproducibility more |
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| Pandas - Python | pandas is a fast, powerful, flexible and easy to use open source data analysis and manipulation… more | Docs | documentation ai big-data more |
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| Paraview UArizona HPC links (beginner) | These links take you to visualization resources supported by the University of Arizona's HPC… more | Docs | visualization |
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| Probabilistic Semantic Data Association for Collaborative Human-Robot Sensing | Humans cannot always be treated as oracles for collaborative sensing. Robots thus need to maintain… more | Docs | ai machine-learning | 
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| QGIS Processing Executor | Running QGIS tools from the command line | Docs | geographic-information-system |
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| Representation Learning in Deep Learning | Representation learning is a fundamental concept in machine learning and artificial intelligence,… more | Docs | deep-learning image-processing machine-learning more |
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| Rockfish at Johns Hopkins University | Resources and User Guide available at Rockfish | Docs | rockfish |
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| Running Particle-in-Cell Simulations on HPC | WarpX is an advanced particle-in-cell code used to model particle accelerators, which needs to be… more | Docs | github github-pages novel-accelerators |
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| Samtools Documentation | Samtools is a suite of programs for interacting with high-throughput sequencing data, especially in… more | Docs | documentation data-analysis bioinformatics more |
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| The Official Documentation of Pandas | Pandas is one of the most essential Python libraries for data analysis and manipulation. It… more | Docs | plotting visualization |
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| Useful R Packages for Data Science and Statistics | This Udacity article listed the most frequently used R packages for data science and statistics.… more | Docs | plotting visualization data-analysis more |
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| Vulkan Support Survey across Systems | It's not uncommon to see beautiful visualizations in HPC center galleries, but the majority of… more | Docs | anvil bridges-2 darwin more |
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| What is fairness in ML? | This article discusses the importance of fairness in machine learning and provides insights into… more | Docs | ai visualization data-analysis more |
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| Cornell Virtual Workshop | Comprehensive training resource for high performance computing topics. Current tags are just a… more | Learning | performance-tuning python more |
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| HPC University | A comprehensive list of training resources. The tag list does not represent the full extent of… more | Learning | python r more |
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| DeapSECURE – Data-Enabled Advanced Computational Training Platform for Cybersecurity Research and Education | DeapSECURE is a training program to infuse high-performance computational techniques into… more | Learning | ai visualization big-data more |
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| Gentle Introduction to Programming With Python | This course from MIT OpenCourseWare (OCW) covers very basic information on how to get started with… more | Learning | python |
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| Using Linux commands in a python script (and the difference between the subprocess and os python modules) | Learn how to use Linux commands in a python script. Specifically, learn how to use the subprocess… more | Learning | programming python |
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| Version control with Git | Understand the benefits of an automated version control system and the basics of how automated… more | Learning | version-control github git |
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| A guide to pip in Python | pip stands for "pip installs packages". It's the go-to package manager for Python,… more | Learning | pip software-installation |
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| ACCESS Campus Champion Example Allocation | ACCESS requests proposals to be written following NSF proposal guidelines. The link provides an… more | Learning | allocations-proposal proposal-request research-facilitation |
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| ACCESS HPC Workshop Series | Monthly workshops sponsored by ACCESS on a variety of HPC topics organized by Pittsburgh… more | Learning | big-data deep-learning machine-learning more |
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AI Institutes Cyberinfrastructure |
| Active inference textbook | This textbook is the first comprehensive treatment of active inference, an integrative perspective… more | Learning | ai machine-learning neural-networks |
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| Advanced Compilers: The Self-Guided Online Course | This is a self guided online course on compilers. The topics covered throughout the course include… more | Learning | optimization parallelization training more |
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| Advanced Mathematical Optimization Techniques | Mathematical optimization deals with the problem of finding numerically minimums or maximums of a… more | Learning | optimization python |
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| Applications of Machine Learning in Engineering and Parameter Tuning Tutorial | Slides for a tutorial on Machine Learning applications in Engineering and parameter tuning given at… more | Learning | data-analysis machine-learning python |
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| Astronomy data analysis with astropy | Astropy is a community-driven package that offers core functionalities needed for astrophysical… more | Learning | visualization image-processing astrophysics |
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| Automated Machine Learning Book | The authoritative book on automated machine learning, which allows practitioners without ML… more | Learning | ai data-analysis deep-learning more |
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| Awesome Jupyter Widgets (for building interactive scientific workflows or science gateway tools) | A curated list of awesome Jupyter widget packages and projects for building interactive… more | Learning | ai computer-graphics plotting more |
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| Bash shell tutorial | Training materials for using the bash (and zsh) shell. | Learning | bash |
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| Biopython Tutorial | The Biopython Tutorial and Cookbook website is a dedicated online resource for users in the field… more | Learning | bioinformatics genomics python |
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| CHARMM Links to Install, Run, and Troubleshoot MD Simulations | CHARMM (Chemistry at HARvard Macromolecular Mechanics) is a widely distributed molecular simulation… more | Learning | charmm molecular-dynamics namd more |
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| CMake Tutorials | CMake is an open-source tool used to manage the build process in operating systems. This tutorial… more | Learning | training compiling |
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| Examples of code using JSON nlohmann header only Library for C++ | This code showcases how to work with the header-only nlohmann JSON library for C++. In order to… more | Learning | c++ |
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| Examples of Thrust code for GPU Parallelization | Some examples for writing Thrust code. To compile, download the CUDA compiler from NVIDIA. This… more | Learning | parallelization gpu cuda |
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| File management of Visual Studio Code on clusters | Visual Studio Code, commonly known as VSCode, is a popular tool used by programmers worldwide. It… more | Learning | faster file-limit SCRATCH more |
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| Framework to help in scaling Machine Learning/Deep Learning/AI/NLP Models to Web Application level | This framework will help in scaling Machine Learning/Deep Learning/Artificial Intelligence/Natural… more | Learning | ai deep-learning machine-learning more |
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| FreeSurfer Tutorials | The official MGH / Harvard tutorial page for FreeSurfer. The FreeSurfer group has provided and… more | Learning | data-analysis image-processing psychology |
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| FSL Lectures | This is the official University of Oxford FSL group lecture page. This includes information on… more | Learning | data-analysis image-processing psychology |
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| Fundamentals of R Programming | This course is an introduction to the R programming language and covers the fundamental concepts… more | Learning | ACES TAMU plotting more |
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| GDAL Multi-threading | Multi-threading guidance when using GDAL. | Learning | parallelization geographic-information-system |
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| Geocomputation with R (Free Reference Book) | Below is a link for a book that focuses on how to use "sf" and "terra" packages… more | Learning | r |
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| GIS: Projections and their distortions | In GIS, projections are helpful to take something plotted on a globe and convert it to a flat map… more | Learning | geographic-information-system |
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| GIS: What is a Geodetic Datums? | Often when working with GIS, or spatial data, one encounters the word "datum" and it may… more | Learning | arcgis geographic-information-system |
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| Git Branching Workflow and Maneuvers | A couple of resources that: 1.) Presents and defends a git branching workflow for… more |
Learning | github git |
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| GPU Computing Workshop Series for the Earth Science Community | GPU training series for scientists, software engineers, and students, with emphasis on Earth… more | Learning | optimization performance-tuning profiling more |
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| Harnessing the Power of Cloud and Machine Learning for Climate and Ocean Advances | Documentation and presentation on how to use machine learning and deep learning framework using… more | Learning | machine-learning |
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| Header-only C++ JSON library | JSON is a lightweight format for storing and transporting data, for example in a config file. This… more | Learning | resources c++ |
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| Hour of Ci | Hour of Cyberinfrastructure (Hour of CI) is a nationwide campaign to introduce undergraduate and… more | Learning | arcgis |
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ArcGIS Users |
| How the Little Jupyter Notebook Became a Web App: Managing Increasing Complexity with nbdev | A tutorial entitled "How the Little Jupyter Notebook Became a Web App: Managing Increasing… more | Learning | data-sharing data-management-software data-reproducibility more |
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| How to use Rclone | Learn how to use Rclone to transfer data, specifically from your local drive to the Open Storage… more | Learning | data-transfer |
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| Installing Rocky Linux Operating System | Rocky Linux is an open-source enterprise operating system. It is compatible with Red Hat Enterprise… more | Learning | unix-environment software-installation |
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| Introduction to Parallel Computing Tutorial | The tutorial is intended to provide a brief overview of the extensive and broad topic of Parallel… more | Learning | parallelization |
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| Introduction to Probabilistic Graphical Models | This website summarizes the notes of Stanford's introductory course on probabilistic graphical… more | Learning | ai machine-learning |
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| Language models and using HPC resources | Documentation and research based on the latest NLP text generation detection methods for 2023. | Learning | natural-language-processing |
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| Linux Tutorial from Ryan's Tutorials | The following pages are intended to give you a solid foundation in how to use the terminal, to get… more | Learning | file-systems bash unix-environment |
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| Machine Learning in R online book | The free online book for the mlr3 machine learning framework for R. Gives a comprehensive overview… more | Learning | data-analysis machine-learning r |
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| Machine Learning with sci-kit learn | In the realm of Python-based machine learning, Scikit-Learn stands out as one of the most powerful… more | Learning | ai big-data machine-learning |
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| Molecular Dynamics Tutorials for Beginner's | Links to MD tutorials for beginner's across various simulation platforms. | Learning | cloud-computing amber charmm more |
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| MPI Resources | Workshop for beginners and intermediate students in MPI which includes helpful exercises. Open MPI… more | Learning | parallelization mpi |
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| NCSA HPC Training Moodle | Self-paced tutorials on high-end computing topics such as parallel computing, multi-core… more | Learning | performance-tuning profiling parallelization more |
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| NCSA HPC-Moodle | Self-paced tutorials on high-end computing topics such as parallel computing, multi-core… more | Learning | technical-training-for-hpc training workforce-development |
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| NERSC Training and Tutorials | A comprehensive collection of NERSC developed training and tutorial events, offered on regular… more | Learning | technical-training-for-hpc training |
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| Oakridge Leadership Computing Facility (OLCF) Training Events and Archive | Upcoming training events and archives of training materials detailing general HPC best practices as… more | Learning | technical-training-for-hpc training |
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| Open-Source Server Virtualization Platform | Proxmox Virtual Environment is a hyper-converged infrastructure open-source software. It is a… more | Learning | software-installation |
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| Performance Engineering Of Software Systems | A class from MITOpenCourseware that gives a hands on approach to building scalable and high-… more | Learning | optimization parallelization training |
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| Python | Python course offered by Texas A&M HPRC | Learning | python |
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| R for Data Science | R for Data Science is a comprehensive resource for individuals looking to harness the power of the… more | Learning | visualization data-analysis data-science more |
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| R for Research Scientists | A book for researchers who contribute code to R projects: This booklet is the result of my work… more | Learning | software-carpentry workforce-development r |
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| Research Software Development in JupyterLab: A Platform for Collaboration Between Scientists and RSEs | Iterative Programming takes place when you can explore your code and play with your objects and… more | Learning | ai visualization big-data more |
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| Science Gateway Tool/Web App Template (Jupyter Notebook + ipywidgets) | Use this template to turn any science gateway workflow into a web application! | Learning | data-analysis github astrophysics more |
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| Scipy Lecture Notes | Comprehensive tutorials and lecture notes covering various aspects of scientific computing using… more | Learning | visualization data-analysis machine-learning more |
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| Set Up VSCode for Python and Github | VSCode is a popular IDE that runs on Windows, MacOS, and Linux. This tutorial will explain how to… more | Learning | git python | ||
| Setting up PyFR flow solver on clusters | These instructions were executed on the FASTER and Grace cluster computing facilities at Texas A… more | Learning | faster computational-fluid-dynamics c++ more |
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| Slurm Tutorials | Introduction to the Slurm Workload Manager for users and system administrators, plus some material… more | Learning | administering-hpc cluster-management hpc-cluster-architecture more |
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| Solving differential equations with Physics-informed Neural Network | Differential equations, the backbone of countless physical phenomena, have traditionally been… more | Learning | neural-networks |
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| Texas A&M HPRC Training Site | Training Resources and Courses offered by Texas A&M's Research Computing Group | Learning |
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| Thrust resources | Thrust is a CUDA library that optimizes parallelization on the GPU for you. The Thrust tutorial is… more | Learning | resources more |
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| UNIX/command line basics tutorial | Introductory training materials for working on the UNIX command line. | Learning | bash |
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| Using Dask on HPC Systems | A tutorial on the effective use of Dask on HPC resources. The four-hour tutorial will be split into… more | Learning | technical-training-for-hpc jupyterhub python |
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| What are LSTMs? | This reading will explain what a long short-term memory neural network is. LSTMs are a type of… more | Learning | ai deep-learning machine-learning more |
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| Why 'N How: Martinos Center for Biomedical Imaging: | The Why & How seminar series is designed to introduce research assistants, graduate students,… more | Learning | image-processing |
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| Wiki for Onboarding onto the C3DDB Cluster at MGHPCC | This is a resource for researchers and students looking to on-board onto the c3ddb cluster at… more | Learning |
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| Slurm User Group Mailing List | Mailing List | slurm schedulers |
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| Introduction to GPU/Parallel Programming using OpenACC | Introduction to the basics of OpenACC. | Slides | gpu c c++ more |
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| Beautiful Soup - Simple Python Web Scraping | This package lets you easily scrape websites and extract information based on html tags and various… more | Tool | documentation ai big-data more |
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| Benchmarking with a cross-platform open-source flow solver, PyFR | What is PyFR and how does it solve fluid flow problems? PyFR is an open-source Computational… more |
Tool | finite-element-analysis benchmarking parallelization more |
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| Conda | Conda is a popular package management system. This tutorial introduces you to Conda and walks you… more | Tool | anaconda conda python |
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| DAGMan for orchestrating complex workflows on HTC resources (High Throughput Computing) | DAGMan (Directed Acyclic Graph Manager) is a meta-scheduler for HTCondor. It manages dependencies… more | Tool | open-science-grid |
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| DeepChem | DeepChem is an open-source library built on TensorFlow and PyTorch. It is helpful in applying… more | Tool | pytorch tensorflow computational-chemistry |
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| Docker - Containerized, reproducible workflows | Docker allows for containerization of any task - basically a smaller, scalable version of a virtual… more | Tool | documentation cloud-computing deep-learning |
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| Docker Container Library | The Docker container library, commonly known as Docker Hub, is a vast repository that hosts a… more | Tool | documentation cloud-computing cloud-open-source more | ||
| Gaussian 16 | Gaussian 16 is a computational chemistry package that is used in predicting molecular properties… more | Tool | gaussian computational-chemistry |
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| Horovod: Distributed deep learning training framework | Horovod is a distributed deep learning training framework. Using horovod, a single-GPU training… more | Tool | deep-learning distributed-computing gpu |
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| MATLAB bioinformatics toolbox | Bioinformatics Toolbox provides algorithms and apps for Next Generation Sequencing (NGS),… more | Tool | visualization data-analysis bioinformatics more |
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| MATLAB with other Programming Languages | MATLAB is a really useful tool for data analysis among other computational work. This tutorial… more | Tool | c c++ fortran more |
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| MDAnalysis - Python library for the analysis of molecular dynamics simulations | MDAnalysis is a python based library of tools for the analysis of molecular dynamics simulations.… more | Tool | computational-chemistry materials-science python |
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| MOPAC | MOPAC (Molecular Orbital PACkage) is a semi-empirical quantum chemistry package used to compute… more | Tool | computational-chemistry |
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| Numpy - a Python Library | Numpy is a python package that leverages types and compiled C code to make many math operations in… more | Tool | documentation big-data data-analysis more |
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| OnShape Documentation | This contains documentation for getting started with using OnShape for CAD. OnShape cloud-hosted… more | Tool | documentation faster |
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| OnShape FeatureScripts: Custom features for everyone | OnShape FeatureScripts allow users to create their own features via OnShape's programming… more | Tool | documentation materials-science particle-physics |
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| OpenMP and Multithreaded Jobs in GRASS | Techniques and support for multithreaded geospatial data processing in GRASS. | Tool | parallelization geographic-information-system openmp |
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| Quick and Robust Data Augmentation with Albumentations Library | Data augmentation is a crucial step in the pipeline for image classification with deep learning.… more | Tool | deep-learning python |
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| Raftlib: Open Source library for concurrent data processing pipelines | Raftlib is an open-source C++ Library that provides a framework for implementing parallel and… more | Tool | parallelization pthreads openmp |
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| Scikit-Learn: Easy Machine Learning and Modeling | Scikit-learn is free software machine learning library for Python. It has a variety of features you… more | Tool | documentation ai plotting more |
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| TensorFlow for Deep Neural Networks | TensorFlow is a powerful framework for Deep Learning, developed by google. This specifically is… more | Tool | documentation faster tensorflow |
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| Use Windows Subsystem for Linux for HPC Command Line Access from Windows | Windows Subsystem for Linux (WSL) provides a Linux environment for Windows users to access HPC… more | Tool | workflow ssh |
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| Weka | Weka is a collection of machine learning algorithms for data mining tasks. It contains tools for… more | Tool | big-data data-analysis machine-learning more |
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| DELTA Introductory Video | Introductory video about DELTA. Speaker Tim Boerner, Senior Assistant Director, NCSA | video | delta gpu training |
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DELTA |
| AWS Tutorial For Beginners | An AWS Tutorial for Beginners is a course that teaches the basics of Amazon Web Services (AWS), a… more | Video | aws |
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| Containerization Explained | Containerization is a software development method in which applications are packaged into standard… more | Video | containers |
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| Data Analysis with R for Educators | This webinar series is an orientation to R. We start with an overview of R’s history and place in… more | Video | data-analysis data-science psychology more |
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| Displaying Scientific Data with Tableau | Tableau is a popular and capable software product for creating charts that present data and… more | Video | big-data data-analysis technical-training-for-hpc more |
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| Docker Tutorial for Beginners | A Docker tutorial for beginners is a course that teaches the basics of Docker, a containerization… more | Video | docker |
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| High Performance Computing (HPC) 101 - Cluster | High Performance Computing (HPC) Cluster | Video | hpc-cluster-build |
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| Natural Language Processing with Deep Learning | CS244N is a renowned natural language processing course offered by Stanford University and taught… more | Video | natural-language-processing training workforce-development |
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| OpenStack Tutorial For Beginners | OpenStack Tutorial For Beginners | Video | openstack |
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| Python Tools for Data Science | Python has become a very popular programming language and software ecosystem for work in Data… more | Video | ai big-data data-analysis more |
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| Reinforcement Learning For Beginners with Python | This course takes through the fundamentals required to get started with reinforcement learning with… more | Video | deep-learning machine-learning tensorflow more |
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| The Theory Behind Neural Networks (Very Simplified) | This video by the YouTube channel 3Blue1Brown provides a very simplified introduction to the theory… more | Video | neural-networks |
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| WRF in the Public Cloud | CAC summer student employee Jeff Lantz describes his experiences in running the WRF weather… more | Video | aws azure cloud-commercial more |
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| HPC Carpentry | An HPC focused Carpentry community. Trainings include: HPC fundamentals, python, chapel, LAMMPS,… more | Website | software-carpentry training |
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| Open OnDemand | Open OnDemand is an easy-to-use web portal that lets students, researchers, and industry… more | Website | ondemand administering-hpc cluster-management more |
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Open OnDemand, AI Institutes Cyberinfrastructure |
| The Carpentries | We teach foundational coding and data science skills to researchers worldwide. | Website | training |
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| Neurostars | A question and answer forum for neuroscience researchers, infrastructure providers and software… more | Website | documentation image-processing data-sharing more |
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| A visual introduction to Gaussian Belief Propagation | This website is an interactive introduction to Gaussian Belief Propagation (GBP). A probabilistic… more | Website | ai machine-learning |
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| ACCESS Support Portal | Website |
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ACCESS Support, AI Institutes Cyberinfrastructure | ||
| Anvil Home Page | Purdue University is the home of Anvil, a powerful supercomputer that provides advanced computing… more | Website | anvil |
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Anvil |
| Ask.CI Q&A Platform for Research Computing | Website |
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Ask.CI Moderators | ||
| Better Scientific Software (BSSw) | The Better Scientific Software (BSSw) project provides a community to collaborate and learn about… more | Website | community-outreach project-management research-facilitation more |
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| Bridges-2 Home Page | Landing Page for Bridges-2 information | Website | bridges-2 |
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Bridges-2 |
| Campus Champions Home Page | Campus Champions foster a dynamic environment for a diverse community of research computing and… more | Website | community-outreach professional-development |
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Campus Champions |
| CaRCC Data Facing Track | The Data-Facing Track of the People Network brings together people from research computing groups,… more | Website | data-access-protocols data-analysis data-compliance |
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Large Data Sets |
| ConnectCI | Connect.Cybinfrastructure is a family of portals, each representing a program that is serving a… more | Website | community-outreach |
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Connect CI Alliance |
| Data visualization with Matplotlib | Data visualization is a critical aspect of data analysis. It allows for a clear and concise… more | Website | plotting visualization |
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| Developer Stories Podcast | As developers, we get excited to think about challenging problems. When you ask us what we are… more | Website | community-outreach professional-development technical-training-for-hpc more |
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| Discover Data Science | Discover Data Science is all about making connections between prospective students and educational… more | Website |
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| Educause HEISC-800-171 Community Group | The purpose of this group is to provide a forum to discuss NIST 800-171 compliance. Participants… more | Website | cybersecurity |
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Cybersecurity |
| Expanse Home Page | Expanse at SDSC is a cluster designed by Dell and SDSC delivering 5.16 peak petaflops, and offers… more | Website | big-data |
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Expanse |
| fast.ai | Fastai offers many tools to people working with machine learning and artifical intelligence… more | Website | ai machine-learning pytorch more |
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| Feed Forward NNs and Gradient Descent | Feed-forward neural networks are a simple type of network that simply rely on data to be "fed-… more | Website | deep-learning machine-learning neural-networks |
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| Fundamentals of Cloud Computing | An introduction to Cloud Computing | Website | cloud-computing |
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| Handwritten Digits Tutorial in PyTorch | This tutorial is essentially the "hello world" of image recognition and feed-forward… more | Website | ai visualization deep-learning more |
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| High performance computing 101 | An introductory guide to High Performance Computing. | Website | administering-hpc |
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| HPCwire | HPCwire is a prominent news and information source for the HPC community. Their website offers… more | Website | documentation bioinformatics pytorch more |
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| InsideHPC | InsideHPC is an informational site offers videos, research papers, articles, and other resources… more | Website | ai machine-learning community-outreach |
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| Jetstream Home | Jetstream2 makes cutting-edge high-performance computing and software easy to use for your research… more | Website | jetstream |
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Jetstream-2, AI Institutes Cyberinfrastructure |
| Jetstream2 Status | Jetstream2 makes cutting-edge high-performance computing and software easy to use for your research… more | Website | jetstream |
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Jetstream-2 |
| Long Tales of Science: A podcast about women in HPC | A series of interviews with women in the HPC community | Website | science gateway community-outreach professional-development more |
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| Mechanism and Implementation of Various MPI Libraries | There is a detailed explanation about communication routines and managing methods of different MPI… more | Website | compiling mpi |
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| Neurodesk | Neurodesk provides a containerised data analysis environment to facilitate reproducible analysis of… more | Website | psychology containers software-installation more |
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| NITRC | The Neuroimaging Tools and Resources Collaboratory (NITRC) is a neuroimaging informatics knowledge… more | Website | data-analysis image-processing data-sharing |
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| Open Storage Network | The Open Storage Network, a national resource available through the XSEDE resource allocation… more | Website | data-management data-retention more |
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Large Data Sets, Open Storage Network |
| PyTorch Introduction | This is a very barebones introduction to the PyTorch framework used to implement machine learning.… more | Website | deep-learning machine-learning neural-networks more |
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| Recommended Libraries for Cyberinfrastructure Users Developing Jupyter Notebooks | This repository contains information about Jupyter Widgets and how they can be used to develop… more | Website | ai big-data data-analysis more |
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| Regulated Research Community of Practice | The daily news clearly shows the increasing threat to safety and privacy of data, personal as well… more | Website | community-outreach cybersecurity |
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Cybersecurity |
| Research Security Operations Center at IU | The NSF-funded ResearchSOC helps make scientific computing resilient to cyberattacks and capable of… more | Website | cybersecurity |
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Cybersecurity |
| Research Software Engineering Training Materials | An ongoing collection of RSE training material, workshops, and resources. We are compiling this… more | Website | astrophysics data-science novel-accelerators more |
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| Resource to active inference | Active inference is an emerging study field in machine learning and computational neuroscience.… more | Website | ai |
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| RMACC Website | Rocky Mountain Advanced Computing Consortium Website | Website | community-outreach |
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RMACC/Campus Champions Region 8 |
| Slurm Scheduling Software Documentation | Slurm is an open source, fault-tolerant, and highly scalable cluster management and job scheduling… more | Website | slurm cluster-support |
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| Time-Series LSTMs Python Walkthrough | A walkthrough (with a Google Colab link) on how to implement your own LSTM to observe time-… more | Website | ai deep-learning machine-learning more |
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| Trusted CI | The mission of Trusted CI is to lead in the development of an NSF Cybersecurity Ecosystem with the… more | Website | cybersecurity training |
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Cybersecurity |
| Trusted CI Resources Page | Very helpful list of external resources from Trusted CI | Website | cybersecurity |
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Cybersecurity |
| Tutorial for OpenMP Building up and Utilization | The following link elaborates the usage of OpenMP API and its related syntax. There are also… more | Website | openmp |
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| Ultimate guide to Unix | Unix is incredibly common and useful. This website provides all the common commands and… more | Website | bash |
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| Warewulf documentation | Warewulf is an operating system provisioning platform for Linux that is designed to produce secure… more | Website | documentation administering-hpc distributed-computing more |
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| What is VPN? How It Works, Types of VPN | A VPN, or Virtual Private Network, is a technology that creates a secure tunnel between your device… more | Website | vpn |
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| Women in HPC | Through collaboration and networking, WHPC strives to bring together women in HPC and technical… more | Website | community-outreach |
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