KB Resources tagged deep-learning

Title Category Tags Skill Level
ACCESS HPC Workshop Series Learning deep-learning, machine-learning, neural-networks, big-data, tensorflow, gpu, training, openmpi, c, c++, fortran, openmp, programming, mpi, spark Beginner and Intermediate
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 Intermediate
Attention, Transformers, and LLMs: a hands-on introduction in Pytorch Learning ai, deep-learning, machine-learning, neural-networks, pytorch Intermediate
Automated Machine Learning Book Learning ai, data-analysis, deep-learning, machine-learning, neural-networks, python, r Intermediate and Advanced
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, open-ondemand, science-gateway, c++, jupyterhub, python Beginner, Intermediate, and Advanced
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 Beginner
Docker - Containerized, reproducible workflows Tool documentation, cloud-computing, deep-learning Intermediate and Advanced
Fairness and Machine Learning Docs ai, data-analysis, deep-learning, machine-learning, data-science Intermediate and Advanced
Feed Forward NNs and Gradient Descent Website deep-learning, machine-learning, neural-networks Intermediate
Framework to help in scaling Machine Learning/Deep Learning/AI/NLP Models to Web Application level Learning ai, deep-learning, machine-learning, neural-networks Intermediate
Handwritten Digits Tutorial in PyTorch Website ai, visualization, deep-learning, image-processing, machine-learning, neural-networks, pytorch, python Intermediate
Horovod: Distributed deep learning training framework Tool deep-learning, distributed-computing, gpu Intermediate and Advanced
Intro to Machine Learning on HPC Docs ai, supervised-learning, unsupervised-learning, deep-learning, machine-learning, neural-networks Beginner
Introduction to Deep Learning in Pytorch Learning ai, deep-learning, image-processing, machine-learning, neural-networks, pytorch, gpu Beginner and Intermediate
Introduction to Python for Digital Humanities and Computational Research Docs ai, big-data, data-analysis, deep-learning, data-science, python Beginner
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 Beginner
Neocortex Documentation Docs documentation, ai, deep-learning, neural-networks, hardware Beginner
Neural Networks in Julia Tool ai, deep-learning, machine-learning, neural-networks, julia Intermediate and Advanced
Numpy - a Python Library Tool documentation, big-data, data-analysis, deep-learning, opencv, pytorch, tensorflow, data-science Beginner and Intermediate
Official Documentation for PyTorch and NumPy Docs deep-learning, neural-networks, pytorch, python Beginner
PyTorch for Deep Learning and Natural Language Processing Docs ai, big-data, data-analysis, deep-learning, machine-learning, neural-networks Beginner
PyTorch Introduction Website deep-learning, machine-learning, neural-networks, pytorch, python Intermediate
Quick and Robust Data Augmentation with Albumentations Library Tool deep-learning, python Advanced
Reinforcement Learning For Beginners with Python Video deep-learning, machine-learning, tensorflow, training, programming-best-practices, python Beginner
Representation Learning in Deep Learning Docs deep-learning, image-processing, machine-learning, neural-networks Intermediate
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, open-ondemand, science-gateway, c++, jupyterhub, python, r Beginner and Intermediate
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 Beginner and Intermediate
Time-Series LSTMs Python Walkthrough Website ai, deep-learning, machine-learning, neural-networks, pytorch, python Advanced
What are LSTMs? Learning ai, deep-learning, machine-learning, neural-networks Intermediate and Advanced
What is fairness in ML? Docs ai, visualization, data-analysis, deep-learning, machine-learning Intermediate