Resources tagged deep-learning

Title	Category	Tags
ACCESS HPC Workshop Series	Learning	deep-learning, machine-learning, neural-networks, big-data, tensorflow, gpu, training, openmpi, c, c++, fortran, openmp, programming, mpi, spark
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
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, open-ondemand, science-gateway, c++, jupyterhub, python
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
Docker - Containerized, reproducible workflows	Tool	documentation, cloud-computing, deep-learning
Fairness and Machine Learning	Docs	ai, data-analysis, deep-learning, machine-learning, data-science
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
Handwritten Digits Tutorial in PyTorch	Website	ai, visualization, deep-learning, image-processing, machine-learning, neural-networks, pytorch, python
Horovod: Distributed deep learning training framework	Tool	deep-learning, distributed-computing, gpu
Intro to Machine Learning on HPC	Docs	ai, supervised-learning, unsupervised-learning, deep-learning, machine-learning, neural-networks
Introduction to Deep Learning in Pytorch	Learning	ai, deep-learning, image-processing, machine-learning, neural-networks, pytorch, gpu
Introduction to Python for Digital Humanities and Computational Research	Docs	ai, big-data, data-analysis, deep-learning, data-science, python
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
Neocortex Documentation	Docs	documentation, ai, deep-learning, neural-networks, hardware
Neural Networks in Julia	Tool	ai, deep-learning, machine-learning, neural-networks, julia
Numpy - a Python Library	Tool	documentation, big-data, data-analysis, deep-learning, opencv, pytorch, tensorflow, data-science
Official Documentation for PyTorch and NumPy	Docs	deep-learning, neural-networks, pytorch, python
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
Quick and Robust Data Augmentation with Albumentations Library	Tool	deep-learning, 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
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
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