RAPIDS

Sep 18, 2024

Event: Developer Day for Financial Services

Join this virtual developer day to learn how AI and Machine Learning can revolutionize fraud detection and financial crime prevention.

1 MIN READ

Sep 17, 2024

Polars GPU Engine Powered by RAPIDS cuDF Now Available in Open Beta

Today, Polars released a new GPU engine powered by RAPIDS cuDF that accelerates Polars workflows up to 13x on NVIDIA GPUs, allowing data scientists to process...

4 MIN READ

Sep 11, 2024

Processing One Billion Rows of Data with RAPIDS cuDF pandas Accelerator Mode

The One Billion Row Challenge is a fun benchmark to showcase basic data processing operations. It was originally launched as a pure-Java competition, and has...

11 MIN READ

Decorative image of a datacenter with an overlay of a network model.

Sep 04, 2024

Accelerated, Production-Ready Graph Analytics for NetworkX Users

NetworkX is a popular, easy-to-use Python library for graph analytics. However, its performance and scalability may be unsatisfactory for medium-to-large-sized...

11 MIN READ

Image of a person taking a hands-on lab at GTC

Sep 04, 2024

Hands-On Training at NVIDIA AI Summit in Washington, DC

Immerse yourself in NVIDIA technology with our full-day, hands-on technical workshops at our AI Summit in Washington D.C. on October 7, 2024.

1 MIN READ

Aug 30, 2024

Accelerating Predictive Maintenance in Manufacturing with RAPIDS AI

The International Society of Automation (ISA) reports that 5% of plant production is lost annually due to downtime. Putting that into a different context,...

12 MIN READ

Aug 29, 2024

Spotlight: clicOH Accelerates Last-Mile Delivery 20x with NVIDIA cuOpt

Driven by shifts in consumer behavior and the pandemic, e-commerce continues its explosive growth and transformation. As a result, logistics and transportation...

3 MIN READ

Aug 29, 2024

Just Released: RAPIDS 24.08

RAPIDS 24.08 is now available with significant updates geared towards processing larger workloads and seamless CPU/GPU interoperability.

1 MIN READ

Aug 21, 2024

Build Efficient Recommender Systems with Co-Visitation Matrices and RAPIDS cuDF

Recommender systems play a crucial role in personalizing user experiences across various platforms. These systems are designed to predict and suggest items that...

12 MIN READ

Aug 15, 2024

Bringing Confidentiality to Vector Search with Cyborg and RAPIDS cuVS

In the era of generative AI, vector databases have become indispensable for storing and querying high-dimensional data efficiently. However, like all databases,...

7 MIN READ

Aug 09, 2024

RAPIDS cuDF Unified Memory Accelerates pandas up to 30x on Large Datasets

NVIDIA has released RAPIDS cuDF unified memory and text data processing features that help data scientists continue to use pandas when working with larger and...

6 MIN READ

Live cell image showing cell segmentations.

Jul 24, 2024

Cell Imaging Feature Extraction and Morphology Clustering for Spatial Omics

VISTA-2D is a new foundational model from NVIDIA that can quickly and accurately perform cell segmentation, a fundamental task in cell imaging and spatial omics...

8 MIN READ

Jul 18, 2024

Accelerating Vector Search: RAPIDS cuVS IVF-PQ Part 2, Performance Tuning

In the first part of the series, we presented an overview of the IVF-PQ algorithm and explained how it builds on top of the IVF-Flat algorithm, using the...

14 MIN READ

Jul 18, 2024

Accelerating Vector Search: RAPIDS cuVS IVF-PQ Part 1, Deep Dive

In this blog post, we continue the series on accelerating vector search using cuVS. Our previous post in the series introduced IVF-Flat, a fast algorithm for...

14 MIN READ

Jul 17, 2024

Encoding and Compression Guide for Parquet String Data Using RAPIDS

Parquet writers provide encoding and compression options that are turned off by default. Enabling these options may provide better lossless compression for your...

10 MIN READ

Jul 15, 2024

Unlock Gene Networks Using Limited Data with AI Model Geneformer

Geneformer is a recently introduced and powerful AI model that learns gene network dynamics and interactions using transfer learning from vast single-cell...

6 MIN READ