graph neural networks
Nov 28, 2023
One Giant Superchip for LLMs, Recommenders, and GNNs: Introducing NVIDIA GH200 NVL32
At AWS re:Invent 2023, AWS and NVIDIA announced that AWS will be the first cloud provider to offer NVIDIA GH200 Grace Hopper Superchips interconnected with...
9 MIN READ
Nov 09, 2023
Enabling Greater Patient-Specific Cardiovascular Care with AI Surrogates
A Stanford University team is transforming heart healthcare with near real-time cardiovascular simulations driven by the power of AI. Harnessing...
8 MIN READ
Oct 13, 2023
Supercharge Graph Analytics at Scale with GPU-CPU Fusion for 100x Performance
Graphs form the foundation of many modern data and analytics capabilities to find relationships between people, places, things, events, and locations across...
11 MIN READ
Oct 12, 2023
Workshop: Model Parallelism: Building and Deploying Large Neural Networks
Learn how to train the largest neural networks and deploy them to production.
1 MIN READ
Aug 31, 2023
Introduction to Graph Neural Networks with NVIDIA cuGraph-DGL
Graph neural networks (GNNs) have emerged as a powerful tool for a variety of machine learning tasks on graph-structured data. These tasks range from node...
7 MIN READ
Jun 06, 2023
Develop Physics-Informed Machine Learning Models with Graph Neural Networks
NVIDIA Modulus is a framework for building, training, and fine-tuning deep learning models for physical systems, otherwise known as physics-informed machine...
6 MIN READ
Jan 17, 2023
New Course: Introduction to Graph Neural Networks
Learn the basic concepts, implementations, and applications of graph neural networks (GNNs) in this new self-paced course from NVIDIA Deep Learning Institute.
1 MIN READ
Jan 09, 2023
Optimizing Large-Scale Sparse Volumetric Data with NVIDIA NeuralVDB Early Access
Building on the past decade’s development of OpenVDB, the introduction of NVIDIA NeuralVDB is a game-changer for developers and researchers working with...
4 MIN READ
Nov 04, 2022
Explainer: What Are Graph Neural Networks?
GNNs apply the predictive power of deep learning to rich data structures that depict objects and their relationships as points connected by lines in a graph.
1 MIN READ
Oct 04, 2022
Optimizing Fraud Detection in Financial Services with Graph Neural Networks and NVIDIA GPUs
Fraud is a major problem for many financial services firms, costing billions of dollars each year, according to a recent Federal Trade Commission report....
22 MIN READ