Resources tagged ai

Title	Category	Tags
A visual introduction to Gaussian Belief Propagation	Website	ai, machine-learning
Active inference textbook	Learning	ai, machine-learning, neural-networks
AI for improved HPC research - Cursor and Termius - Powerpoint	Slides	documentation, ai, machine-learning, ssh, programming, programming-best-practices, python, terminal-emulation-and-window-management
AI Institutes Cyberinfrastructure Documents: SAIL Meeting	Learning	access-account, ai, data-analysis, machine-learning
AI powered VsCode Editor	Tool	ai, machine-learning, workflow, natural-language-processing, programming, python, sas
AI/ML TechLab - Accelerating AI/ML Workflows on a Composable Cyberinfrastructure	Docs	ACES, documentation, TAMU, ai, visualization, deep-learning, machine-learning, neural-networks, login, authentication, composable-systems, gpu, nvidia, slurm, bash, modules, vim, anaconda, conda, programming, python, scikit-learn
An Introduction to the Julia Programming Language	Learning	ai, data-analysis, machine-learning, julia
Attention, Transformers, and LLMs: a hands-on introduction in Pytorch	Learning	ai, deep-learning, machine-learning, neural-networks, pytorch
Automated Machine Learning Book	Learning	ai, data-analysis, deep-learning, machine-learning, neural-networks, python, r
Awesome Jupyter Widgets (for building interactive scientific workflows or science gateway tools)	Learning	ai, computer-graphics, plotting, visualization, big-data, data-analysis, deep-learning, image-processing, machine-learning, monte-carlo, neural-networks, data-sharing, data-lifecycle, data-management, data-management-software, data-reproducibility, github, astrophysics, data-science, novel-accelerators, computational-chemistry, genomics, materials-science, gravitational-waves, oceanography, particle-physics, physiology, psychology, quantum-computing, quantum-mechanics, biology, ondemand, science-gateway, c++, jupyterhub, python
Beautiful Soup - Simple Python Web Scraping	Tool	documentation, ai, big-data, data-sharing, data-transfer, data-wrangling
Data Imputation Methods for Climate Data and Mortality Data	Video	allocation-value, documentation, ai, plotting, visualization, data-analysis, machine-learning
DeapSECURE – Data-Enabled Advanced Computational Training Platform for Cybersecurity Research and Education	Learning	ai, deep-learning, machine-learning, neural-networks, visualization, big-data, data-analysis, jekyll, batch-jobs, slurm, bash, ssh, training, workforce-development, python, scikit-learn, cybersecurity
Factor Graphs and the Sum-Product Algorithm	Docs	access-account, ai, machine-learning
Fairness and Machine Learning	Docs	ai, data-analysis, deep-learning, machine-learning, data-science
fast.ai	Website	ai, machine-learning, pytorch, training
Framework to help in scaling Machine Learning/Deep Learning/AI/NLP Models to Web Application level	Learning	ai, deep-learning, machine-learning, neural-networks
Handwritten Digits Tutorial in PyTorch	Website	ai, visualization, deep-learning, image-processing, machine-learning, neural-networks, pytorch, python
Implementing Markov Processes with Julia	Tool	ai, machine-learning, julia
InsideHPC	Website	ai, machine-learning, community-outreach
Introduction to Deep Learning in Pytorch	Learning	ai, deep-learning, image-processing, machine-learning, neural-networks, pytorch, gpu
Introduction to Probabilistic Graphical Models	Learning	ai, machine-learning
Introduction to Python for Digital Humanities and Computational Research	Docs	ai, big-data, data-analysis, deep-learning, data-science, python
Introductory Tutorial to Numpy and Pandas for Data Analysis	Docs	ai, big-data, data-analysis, vectorization
Machine Learning with sci-kit learn	Learning	ai, big-data, machine-learning
Neocortex Documentation	Docs	documentation, ai, deep-learning, neural-networks, hardware
Neural Networks in Julia	Tool	ai, deep-learning, machine-learning, neural-networks, julia
Pandas - Python	Docs	documentation, ai, big-data, data-analysis
Probabilistic Semantic Data Association for Collaborative Human-Robot Sensing	Docs	ai, machine-learning
Python Tools for Data Science	Video	ai, machine-learning, big-data, data-analysis, data-wrangling, data-science, training, workforce-development, python, scikit-learn, sql
PyTorch for Deep Learning and Natural Language Processing	Docs	ai, big-data, data-analysis, deep-learning, machine-learning, neural-networks
Recommended Libraries for Cyberinfrastructure Users Developing Jupyter Notebooks	Website	ai, big-data, data-analysis, machine-learning, data-sharing, data-lifecycle, data-management, data-management-software, data-reproducibility, data-wrangling, github-pages, workflow, astrophysics, data-science, computational-chemistry, genomics, materials-science, gravitational-waves, oceanography, particle-physics, physiology, psychology, quantum-computing, quantum-mechanics, biology, science-gateway, conda, jupyterhub, python
Research Software Development in JupyterLab: A Platform for Collaboration Between Scientists and RSEs	Learning	ai, visualization, big-data, data-analysis, deep-learning, machine-learning, astrophysics, data-science, novel-accelerators, computational-chemistry, genomics, materials-science, gravitational-waves, oceanography, particle-physics, physiology, psychology, quantum-computing, quantum-mechanics, biology, ondemand, science-gateway, c++, jupyterhub, python, r
Resource to active inference	Website	ai
Scikit-Learn: Easy Machine Learning and Modeling	Tool	documentation, ai, plotting, visualization, big-data, data-analysis, deep-learning, image-processing, machine-learning, monte-carlo, neural-networks, vectorization
Time-Series LSTMs Python Walkthrough	Website	ai, deep-learning, machine-learning, neural-networks, pytorch, python
What are LSTMs?	Learning	ai, deep-learning, machine-learning, neural-networks
What is fairness in ML?	Docs	ai, visualization, data-analysis, deep-learning, machine-learning