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These CI links have been crowd-sourced from the ConnectCI community and represent a “vetted” list of useful websites, training modules and tutorials. CI links show up in a 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 Link” button to suggest one.

Title Description Category Tags Skill Level Affinity Group
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 Beginner
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 Beginner
Paraview UArizona HPC links (advanced) These links take you to visualization resources supported by the University of Arizona's HPC… more Docs visualization Intermediate and Advanced
ACCESS KB Guide - Anvil Purdue University is the home of Anvil, a powerful supercomputer that provides advanced computing… more Docs anvil Beginner, Intermediate, and Advanced Anvil
ACCESS KB Guide - DELTA NCSA is the home of Delta, a computing and data resource that balances cutting-edge graphics… more Docs delta Beginner, Intermediate, and Advanced 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 Beginner, Intermediate, and Advanced Expanse
ACCESS Pegasus Documentation Docs pegasus Beginner, Intermediate, and Advanced Pegasus
AHPCC documentary This link is a documentary website to use AHPCC. Docs login batch-jobs slurm more Beginner and Intermediate
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 Beginner and Intermediate
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 Beginner
Chameleon Chameleon is an NSF-funded testbed system for Computer Science experimentation. It is designed to… more Docs data-sharing data-reproducibility Beginner, Intermediate, and Advanced
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 Intermediate and Advanced
DARWIN Documentation Pages DARWIN (Delaware Advanced Research Workforce and Innovation Network) is a big data and high… more Docs darwin big-data Beginner, Intermediate, and Advanced DARWIN
Data Visualization tools for Python Matplotlib is a comprehensive library for creating static, animated, and interactive visualizations… more Docs documentation python Beginner and Intermediate
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 Intermediate
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 Intermediate and Advanced
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 Beginner and Intermediate
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 Beginner, Intermediate, and Advanced
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 Beginner and Intermediate
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 Beginner, Intermediate, and Advanced
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 Beginner and Intermediate
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 Beginner
Jetstream2 Docs Site Jetstream2 makes cutting-edge high-performance computing and software easy to use for your research… more Docs jetstream Beginner, Intermediate, and Advanced 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 Intermediate
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 Intermediate
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 Intermediate and Advanced
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 Beginner
Official Documentation of VisIt VisIt is a prominent open-source, interactive parallel visualization and graphical analysis tool… more Docs visIt novel-accelerators particle-physics Intermediate and Advanced
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 Intermediate and Advanced
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 Beginner and Intermediate
Paraview UArizona HPC links (beginner) These links take you to visualization resources supported by the University of Arizona's HPC… more Docs visualization Beginner
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 Advanced
QGIS Processing Executor Running QGIS tools from the command line Docs geographic-information-system Intermediate
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 Intermediate
Rockfish at Johns Hopkins University Resources and User Guide available at Rockfish Docs rockfish Intermediate
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 Intermediate
Samtools Documentation Samtools is a suite of programs for interacting with high-throughput sequencing data, especially in… more Docs documentation data-analysis bioinformatics more Beginner, Intermediate, and Advanced
The Official Documentation of Pandas Pandas is one of the most essential Python libraries for data analysis and manipulation. It… more Docs plotting visualization Beginner and Intermediate
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 Beginner, Intermediate, and Advanced
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 Beginner and Intermediate
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 Intermediate
Cornell Virtual Workshop Comprehensive training resource for high performance computing topics. Current tags are just a… more Learning performance-tuning python more Beginner, Intermediate, and Advanced
HPC University A comprehensive list of training resources. The tag list does not represent the full extent of… more Learning python r more Beginner, Intermediate, and Advanced
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 Beginner
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 Beginner
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 Beginner and Intermediate
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 Beginner
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 Beginner and Intermediate
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 Beginner
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 Beginner and Intermediate 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 Beginner, Intermediate, and Advanced
Advanced Mathematical Optimization Techniques Mathematical optimization deals with the problem of finding numerically minimums or maximums of a… more Learning optimization python Beginner, Intermediate, and Advanced
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 Beginner and Intermediate
Astronomy data analysis with astropy Astropy is a community-driven package that offers core functionalities needed for astrophysical… more Learning visualization image-processing astrophysics Intermediate and Advanced
Automated Machine Learning Book The authoritative book on automated machine learning, which allows practitioners without ML… more Learning ai data-analysis deep-learning more Intermediate and Advanced
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 Beginner, Intermediate, and Advanced
Bash shell tutorial Training materials for using the bash (and zsh) shell. Learning bash Intermediate
Biopython Tutorial The Biopython Tutorial and Cookbook website is a dedicated online resource for users in the field… more Learning bioinformatics genomics python Beginner, Intermediate, and Advanced
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 Beginner and Intermediate
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++ Advanced
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 Intermediate and Advanced
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 Intermediate
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 Intermediate
FreeSurfer Tutorials The official MGH / Harvard tutorial page for FreeSurfer. The FreeSurfer group has provided and… more Learning data-analysis image-processing psychology Beginner and Intermediate
FSL Lectures This is the official University of Oxford FSL group lecture page. This includes information on… more Learning data-analysis image-processing psychology Beginner, Intermediate, and Advanced
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 Beginner
GDAL Multi-threading Multi-threading guidance when using GDAL. Learning parallelization geographic-information-system Intermediate
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 Beginner and Intermediate
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 Beginner and Intermediate
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 Beginner
Git Branching Workflow and Maneuvers A couple of resources that:

1.) Presents and defends a git branching workflow for… more 		Learning github git Beginner, Intermediate, and Advanced
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 Beginner
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 Intermediate
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++ Intermediate and Advanced
Hour of Ci Hour of Cyberinfrastructure (Hour of CI) is a nationwide campaign to introduce undergraduate and… more Learning arcgis Beginner 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 Beginner, Intermediate, and Advanced
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 Beginner
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 Beginner
Introduction to Probabilistic Graphical Models This website summarizes the notes of Stanford's introductory course on probabilistic graphical… more Learning ai machine-learning Beginner and Intermediate
Language models and using HPC resources Documentation and research based on the latest NLP text generation detection methods for 2023. Learning natural-language-processing Intermediate
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 Beginner
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 Beginner, Intermediate, and Advanced
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 Beginner
Molecular Dynamics Tutorials for Beginner's Links to MD tutorials for beginner's across various simulation platforms. Learning cloud-computing amber charmm more Beginner
MPI Resources Workshop for beginners and intermediate students in MPI which includes helpful exercises. Open MPI… more Learning parallelization mpi Beginner and Intermediate
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 Beginner and Intermediate
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 Beginner, Intermediate, and Advanced
NERSC Training and Tutorials A comprehensive collection of NERSC developed training and tutorial events, offered on regular… more Learning technical-training-for-hpc training Beginner, Intermediate, and Advanced
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 Beginner, Intermediate, and Advanced
Python Python course offered by Texas A&M HPRC Learning python Beginner
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 Beginner, Intermediate, and Advanced
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 Beginner and Intermediate
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 Beginner and Intermediate
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 Beginner
Scipy Lecture Notes Comprehensive tutorials and lecture notes covering various aspects of scientific computing using… more Learning visualization data-analysis machine-learning more Beginner and Intermediate
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 Advanced
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 Beginner
Solving differential equations with Physics-informed Neural Network Differential equations, the backbone of countless physical phenomena, have traditionally been… more Learning neural-networks Beginner and Intermediate
Texas A&M HPRC Training Site Training Resources and Courses offered by Texas A&M's Research Computing Group Learning Beginner, Intermediate, and Advanced
Thrust resources Thrust is a CUDA library that optimizes parallelization on the GPU for you. The Thrust tutorial is… more Learning resources more Intermediate and Advanced
UNIX/command line basics tutorial Introductory training materials for working on the UNIX command line. Learning bash Beginner
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 Beginner and Intermediate
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 Intermediate and Advanced
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 Beginner, Intermediate, and Advanced
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 Beginner
Slurm User Group Mailing List Mailing List slurm schedulers Beginner, Intermediate, and Advanced
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 Beginner and Intermediate
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 Intermediate
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 Intermediate and Advanced
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 Intermediate and Advanced
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
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 Intermediate and Advanced
MATLAB bioinformatics toolbox Bioinformatics Toolbox provides algorithms and apps for Next Generation Sequencing (NGS),… more Tool visualization data-analysis bioinformatics more Beginner, Intermediate, and Advanced
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 Beginner, Intermediate, and Advanced
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 Beginner and Intermediate
OnShape Documentation This contains documentation for getting started with using OnShape for CAD. OnShape cloud-hosted… more Tool documentation faster Beginner
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 Intermediate and Advanced
OpenMP and Multithreaded Jobs in GRASS Techniques and support for multithreaded geospatial data processing in GRASS. Tool parallelization geographic-information-system openmp Intermediate
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 Advanced
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 Intermediate and Advanced
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 Beginner and Intermediate
TensorFlow for Deep Neural Networks TensorFlow is a powerful framework for Deep Learning, developed by google. This specifically is… more Tool documentation faster tensorflow Intermediate and Advanced
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 Beginner
DELTA Introductory Video Introductory video about DELTA. Speaker Tim Boerner, Senior Assistant Director, NCSA video delta gpu training Beginner, Intermediate, and Advanced DELTA
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 Beginner
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 Intermediate
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 Beginner and Intermediate
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 Intermediate
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 Beginner
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 Beginner
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 Advanced
HPC Carpentry An HPC focused Carpentry community. Trainings include: HPC fundamentals, python, chapel, LAMMPS,… more Website software-carpentry training Beginner, Intermediate, and Advanced
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 Beginner, Intermediate, and Advanced Open OnDemand, AI Institutes Cyberinfrastructure
The Carpentries We teach foundational coding and data science skills to researchers worldwide. Website training Beginner, Intermediate, and Advanced
Neurostars A question and answer forum for neuroscience researchers, infrastructure providers and software… more Website documentation image-processing data-sharing more Beginner, Intermediate, and Advanced
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 Beginner and Intermediate
ACCESS Support Portal Website Beginner, Intermediate, and Advanced 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 Beginner, Intermediate, and Advanced Anvil
Ask.CI Q&A Platform for Research Computing Website Beginner, Intermediate, and Advanced 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 Beginner, Intermediate, and Advanced
Bridges-2 Home Page Landing Page for Bridges-2 information Website bridges-2 Beginner, Intermediate, and Advanced 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 Beginner, Intermediate, and Advanced 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 Beginner, Intermediate, and Advanced Large Data Sets
ConnectCI Connect.Cybinfrastructure is a family of portals, each representing a program that is serving a… more Website community-outreach Beginner, Intermediate, and Advanced 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 Beginner
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 Beginner, Intermediate, and Advanced
Discover Data Science Discover Data Science is all about making connections between prospective students and educational… more Website Beginner
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 Beginner, Intermediate, and Advanced 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 Beginner, Intermediate, and Advanced Expanse
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 Intermediate
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 Intermediate
HPCwire HPCwire is a prominent news and information source for the HPC community. Their website offers… more Website documentation bioinformatics pytorch more Beginner, Intermediate, and Advanced
Jetstream Home Jetstream2 makes cutting-edge high-performance computing and software easy to use for your research… more Website jetstream Beginner, Intermediate, and Advanced 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 Beginner, Intermediate, and Advanced 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 Beginner, Intermediate, and Advanced
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 Beginner
Neurodesk Neurodesk provides a containerised data analysis environment to facilitate reproducible analysis of… more Website psychology containers software-installation more Beginner, Intermediate, and Advanced
NITRC The Neuroimaging Tools and Resources Collaboratory (NITRC) is a neuroimaging informatics knowledge… more Website data-analysis image-processing data-sharing Beginner, Intermediate, and Advanced
Open Storage Network The Open Storage Network, a national resource available through the XSEDE resource allocation… more Website data-management data-retention more Beginner, Intermediate, and Advanced 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 Intermediate
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 Beginner, Intermediate, and Advanced
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 Beginner, Intermediate, and Advanced Cybersecurity
Research Security Operations Center at IU The NSF-funded ResearchSOC helps make scientific computing resilient to cyberattacks and capable of… more Website cybersecurity Beginner, Intermediate, and Advanced 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 Beginner, Intermediate, and Advanced
Resource to active inference Active inference is an emerging study field in machine learning and computational neuroscience.… more Website ai Beginner, Intermediate, and Advanced
RMACC Website Rocky Mountain Advanced Computing Consortium Website Website community-outreach Beginner, Intermediate, and Advanced 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 Intermediate and Advanced
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 Advanced
Trusted CI The mission of Trusted CI is to lead in the development of an NSF Cybersecurity Ecosystem with the… more Website cybersecurity training Beginner, Intermediate, and Advanced Cybersecurity
Trusted CI Resources Page Very helpful list of external resources from Trusted CI Website cybersecurity Beginner, Intermediate, and Advanced 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 Beginner
Ultimate guide to Unix Unix is incredibly common and useful. This website provides all the common commands and… more Website bash Beginner
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 Beginner and Intermediate
Women in HPC Through collaboration and networking, WHPC strives to bring together women in HPC and technical… more Website community-outreach Beginner