Models / Libraries / Frameworks

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Jan 30, 2025

Mastering the cudf.pandas Profiler for GPU Acceleration

In the world of Python data science, pandas has long reigned as the go-to library for intuitive data manipulation and analysis. However, as data volumes grow,...
6 MIN READ
Jan 29, 2025

Accelerating JSON Processing on Apache Spark with GPUs

JSON is a popular format for text-based data that allows for interoperability between systems in web applications as well as data management. The format has...
9 MIN READ
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Jan 29, 2025

Advancing Rare Disease Detection with AI-Powered Cellular Profiling

Rare diseases are difficult to diagnose due to limitations in traditional genomic sequencing. Wolfgang Pernice, assistant professor at Columbia University, is...
3 MIN READ
A woman doctor holding up two spinal X-rays.
Jan 22, 2025

Spinal Health Diagnostics Gets Deep Learning Automation

An advanced deep-learning model that automates X-ray analysis for faster and more accurate assessments could transform spinal health diagnostics. Capable of...
4 MIN READ
Jan 16, 2025

Accelerating Time Series Forecasting with RAPIDS cuML

Time series forecasting is a powerful data science technique used to predict future values based on data points from the past Open source Python libraries like...
4 MIN READ
Jan 13, 2025

Evaluating GenMol as a Generalist Foundation Model for Molecular Generation

Traditional computational drug discovery relies almost exclusively on highly task-specific computational models for hit identification and lead optimization....
8 MIN READ
Jan 13, 2025

Accelerate Protein Engineering with the NVIDIA BioNeMo Blueprint for Generative Protein Binder Design

Designing a therapeutic protein that specifically binds its target in drug discovery is a staggering challenge. Traditional workflows are often a painstaking...
4 MIN READ
Jan 09, 2025

Announcing Nemotron-CC: A Trillion-Token English Language Dataset for LLM Pretraining

NVIDIA is excited to announce the release of Nemotron-CC, a 6.3-trillion-token English language Common Crawl dataset for pretraining highly accurate large...
4 MIN READ
Jan 09, 2025

Advancing Physical AI with NVIDIA Cosmos World Foundation Model Platform

As robotics and autonomous vehicles advance, accelerating development of physical AI—which enables autonomous machines to perceive, understand, and perform...
14 MIN READ
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Jan 06, 2025

One-Click Deployments for the Best of NVIDIA AI with NVIDIA Launchables

AI development has become a core part of modern software engineering, and NVIDIA is committed to finding ways to bring optimized accelerated computing to every...
6 MIN READ
Dec 20, 2024

Accelerating GPU Analytics Using RAPIDS and Ray

RAPIDS is a suite of open-source GPU-accelerated data science and AI libraries that are well supported for scale-out with distributed engines like Spark and...
4 MIN READ
Dec 20, 2024

NVIDIA Hackathon Winners Share Strategies for RAPIDS-Accelerated ML Workflows

Approximately 220 teams gathered at the Open Data Science Conference (ODSC) West this year to compete in the NVIDIA hackathon, a 24-hour machine learning (ML)...
8 MIN READ
Dec 16, 2024

Top Posts of 2024 Highlight NVIDIA NIM, LLM Breakthroughs, and Data Science Optimization

2024 was another landmark year for developers, researchers, and innovators working with NVIDIA technologies. From groundbreaking developments in AI inference to...
4 MIN READ
Dec 14, 2024

Introducing Tile-Based Programming in Warp 1.5.0

With the latest release of Warp 1.5.0, developers now have access to new tile-based programming primitives in Python. Leveraging cuBLASDx and cuFFTDx, these new...
14 MIN READ
Dec 12, 2024

Harnessing GPU Acceleration for Multi-Label Classification with RAPIDS cuML

Modern classification workflows often require classifying individual records and data points into multiple categories instead of just assigning a single label....
4 MIN READ
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Dec 11, 2024

NVIDIA TensorRT-LLM Now Accelerates Encoder-Decoder Models with In-Flight Batching

NVIDIA recently announced that NVIDIA TensorRT-LLM now accelerates encoder-decoder model architectures. TensorRT-LLM is an open-source library that optimizes...
4 MIN READ