KB Resources tagged machine-learning

Title	Category	Tags
A visual introduction to Gaussian Belief Propagation	Website	ai machine-learning
ACCESS HPC Workshop Series	Learning	deep-learning machine-learning neural-networks +12 more tags
Active inference textbook	Learning	ai machine-learning neural-networks
AI for improved HPC research - Cursor and Termius - Powerpoint	Slides	documentation ai machine-learning +5 more tags
AI Institutes Cyberinfrastructure Documents: SAIL Meeting	Learning	access-account ai data-analysis +1 more tags
AI powered VsCode Editor	Tool	ai machine-learning workflow +4 more tags
AI/ML TechLab - Accelerating AI/ML Workflows on a Composable Cyberinfrastructure	Docs	ACES documentation TAMU +19 more tags
An Introduction to the Julia Programming Language	Learning	ai data-analysis machine-learning +1 more tags
Applications of Machine Learning in Engineering and Parameter Tuning Tutorial	Learning	data-analysis machine-learning python
Attention, Transformers, and LLMs: a hands-on introduction in Pytorch	Learning	ai deep-learning machine-learning +2 more tags
Automated Machine Learning Book	Learning	ai data-analysis deep-learning +4 more tags
Awesome Jupyter Widgets (for building interactive scientific workflows or science gateway tools)	Learning	ai computer-graphics plotting +33 more tags
Data Imputation Methods for Climate Data and Mortality Data	Video	allocation-value documentation ai +4 more tags
DeapSECURE – Data-Enabled Advanced Computational Training Platform for Cybersecurity Research and Education	Learning	ai deep-learning machine-learning +14 more tags
Factor Graphs and the Sum-Product Algorithm	Docs	access-acount ai machine-learning
Fairness and Machine Learning	Docs	ai data-analysis deep-learning +2 more tags
fast.ai	Website	ai machine-learning pytorch +1 more tags
Feed Forward NNs and Gradient Descent	Website	deep-learning machine-learning neural-networks
Framework to help in scaling Machine Learning/Deep Learning/AI/NLP Models to Web Application level	Learning	ai deep-learning machine-learning +1 more tags
GPU Acceleration in Python	Learning	machine-learning big-data data-analysis +5 more tags
Handwritten Digits Tutorial in PyTorch	Website	ai visualization deep-learning +5 more tags
Harnessing the Power of Cloud and Machine Learning for Climate and Ocean Advances	Learning	machine-learning
Implementing Markov Processes with Julia	Tool	ai machine-learning julia
InsideHPC	Website	ai machine-learning community-outreach
Intro to Machine Learning on HPC	Docs	ai supervised-learning unsupervised-learning +3 more tags
Intro to Statistical Computing with Stan	Docs	data-analysis machine-learning monte-carlo +1 more tags
Introduction to Deep Learning in Pytorch	Learning	ai deep-learning image-processing +4 more tags
Introduction to Probabilistic Graphical Models	Learning	ai machine-learning
iOS CoreML + SwiftUI Image Classification Model	Docs	ai machine-learning
Leveraging AI in Generative Assets and Environments for Play: Insights from the English Department's Digital Media Lab	Slides	ai LLM generative-ai +8 more tags
Machine Learning in Astrophysics	Docs	plotting big-data image-processing +2 more tags
Machine Learning in R online book	Learning	data-analysis machine-learning r
Machine Learning with sci-kit learn	Learning	ai big-data machine-learning
MNIST Handwritten Digits Tutorial	Learning	ai machine-learning neural-networks
Neural Networks in Julia	Tool	ai deep-learning machine-learning +2 more tags
Online Bachelor's in Data Science Program Guide - TechGuide	Website	machine-learning big-data data-analysis +1 more tags
Online Master's in Business Analytics Program Guide - TechGuide	Website	machine-learning big-data data-analysis +1 more tags
Practical Machine Learning with Python	Video	machine-learning programming python
Probabilistic Semantic Data Association for Collaborative Human-Robot Sensing	Docs	ai machine-learning
Python Tools for Data Science	Video	ai machine-learning big-data +8 more tags
PyTorch for Deep Learning and Natural Language Processing	Docs	ai big-data data-analysis +3 more tags
PyTorch Introduction	Website	deep-learning machine-learning neural-networks +2 more tags
Recommended Libraries for Cyberinfrastructure Users Developing Jupyter Notebooks	Website	ai big-data data-analysis +26 more tags
Reinforcement Learning For Beginners with Python	Video	deep-learning machine-learning tensorflow +3 more tags
Representation Learning in Deep Learning	Docs	deep-learning image-processing machine-learning +1 more tags
Research Software Development in JupyterLab: A Platform for Collaboration Between Scientists and RSEs	Learning	ai visualization big-data +23 more tags
Scikit-Learn: Easy Machine Learning and Modeling	Tool	documentation ai plotting +9 more tags
Scipy Lecture Notes	Learning	visualization data-analysis machine-learning +1 more tags
Time-Series LSTMs Python Walkthrough	Website	ai deep-learning machine-learning +3 more tags
Training an LSTM Model in Pytorch	Learning	ai supervised-learning machine-learning
Tutorial: Localized RAG Chatbot with ACCESS HPC	Tool	ai LLM generative-ai +17 more tags
Useful R Packages for Data Science and Statistics	Docs	plotting visualization data-analysis +3 more tags
Weka	Tool	big-data data-analysis machine-learning +3 more tags
What are LSTMs?	Learning	ai deep-learning machine-learning +1 more tags
What is fairness in ML?	Docs	ai visualization data-analysis +2 more tags