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, big-data, tensorflow, gpu, training, openmpi, c, c++, fortran, openmp, programming, mpi, spark
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
An Introduction to the Julia Programming Language	Learning	ai, data-analysis, machine-learning, julia
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, neural-networks, pytorch
Automated Machine Learning Book	Learning	ai, data-analysis, deep-learning, machine-learning, neural-networks, python, r
Data Imputation Methods for Climate Data and Mortality Data	Video	allocation-value, documentation, ai, plotting, visualization, data-analysis, machine-learning
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
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, neural-networks
GPU Acceleration in Python	Learning	machine-learning, big-data, data-analysis, optimization, parallelization, gpu, cuda, python
Handwritten Digits Tutorial in PyTorch	Website	ai, visualization, deep-learning, image-processing, machine-learning, neural-networks, pytorch, python
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, deep-learning, machine-learning, neural-networks
Intro to Statistical Computing with Stan	Docs	data-analysis, machine-learning, monte-carlo, python
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
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, reinforcement-learning, supervised-learning, unsupervised-learning, deep-learning, machine-learning, neural-networks, big-data, image-processing
Machine Learning in Astrophysics	Docs	plotting, big-data, image-processing, machine-learning, astrophysics
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, neural-networks, julia
Online Bachelor's in Data Science Program Guide - TechGuide	Website	machine-learning, big-data, data-analysis, data-science
Online Master's in Business Analytics Program Guide - TechGuide	Website	machine-learning, big-data, data-analysis, data-science
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, 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
PyTorch Introduction	Website	deep-learning, machine-learning, neural-networks, pytorch, python
Reinforcement Learning For Beginners with Python	Video	deep-learning, machine-learning, tensorflow, training, programming-best-practices, python
Representation Learning in Deep Learning	Docs	deep-learning, image-processing, machine-learning, neural-networks
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
Scipy Lecture Notes	Learning	visualization, data-analysis, machine-learning, python
Time-Series LSTMs Python Walkthrough	Website	ai, deep-learning, machine-learning, neural-networks, pytorch, python
Training an LSTM Model in Pytorch	Learning	ai, supervised-learning, machine-learning
Useful R Packages for Data Science and Statistics	Docs	plotting, visualization, data-analysis, machine-learning, data-science, r
Weka	Tool	big-data, data-analysis, machine-learning, weka, data-science, java
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