Data Science
![](https://developer-blogs.nvidia.com/wp-content/uploads/2024/07/cuvs-ivf-pq-part-2-960x540.png)
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
![](https://developer-blogs.nvidia.com/wp-content/uploads/2024/07/cuvs-ivf-pq-part-1-960x540.png)
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
![](https://developer-blogs.nvidia.com/wp-content/uploads/2024/07/Encoding-and-Compression-Guide-for-Parquet-String-Data-Using-RAPIDS-960x540.jpg)
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
![GIF of a factory floor with potential paths marked in green.](https://developer-blogs.nvidia.com/wp-content/uploads/2024/07/cuopt-promo-ai-agent-1200x675-1-960x540.gif)
Jul 16, 2024
Building an AI Agent for Supply Chain Optimization with NVIDIA NIM and cuOpt
Enterprises face significant challenges in making supply chain decisions that maximize profits while adapting quickly to dynamic changes. Optimal supply chain...
8 MIN READ
![](https://developer-blogs.nvidia.com/wp-content/uploads/2024/07/Geneformer-Open-Source-960x540.png)
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
![](https://developer-blogs.nvidia.com/wp-content/uploads/2024/07/ai-use-case-compilation-960x540.jpg)
Jul 12, 2024
Event: WeAreDevelopers World Congress 2024
Join NVIDIA at WeAreDevelopers July 17-19 to learn how accelerated computing tools powered by GPUs are shaping the future.
1 MIN READ
![](https://developer-blogs.nvidia.com/wp-content/uploads/2024/07/Gurobi-Grace-CPU-960x540.png)
Jul 12, 2024
Boosting Mathematical Optimization Performance and Energy Efficiency on the NVIDIA Grace CPU
Mathematical optimization is a powerful tool that enables businesses and people to make smarter decisions and reach any number of goals—from improving...
4 MIN READ
![An illustration showing a securit alert.](https://developer-blogs.nvidia.com/wp-content/uploads/2024/07/Canary-AI-960x540.jpg)
Jul 11, 2024
Defending AI Model Files from Unauthorized Access with Canaries
As AI models grow in capability and cost of creation, and hold more sensitive or proprietary data, securing them at rest is increasingly important....
6 MIN READ
![](https://developer-blogs.nvidia.com/wp-content/uploads/2024/07/rag-representation-960x540.jpg)
Jul 11, 2024
Optimize AI Model Performance and Maintain Data Privacy with Hybrid RAG
The rapidly evolving field of generative AI is focused on building neural networks that can create realistic content such as text, images, audio, and synthetic...
7 MIN READ
![](https://developer-blogs.nvidia.com/wp-content/uploads/2024/06/nvmath_quicklink-960x540.png)
Jul 09, 2024
Just Released: nvmath-python
nvmath-python is an open-source Python library that provides high performance access to the core mathematical operations in the NVIDIA Math Libraries. Available...
1 MIN READ
![Two b&w images of a woman in a hat, one image in a higher resolution.](https://developer-blogs.nvidia.com/wp-content/uploads/2024/07/arrayfire-kmeans-demo.png)
Jul 05, 2024
Explainer: What Is K-Means?
K-means is a clustering algorithm—one of the simplest and most popular unsupervised machine learning (ML) algorithms for data scientists.
1 MIN READ
![A man working at a laptop.](https://developer-blogs.nvidia.com/wp-content/uploads/2024/07/AdobeStock_344219573-960x540.jpg)
Jul 03, 2024
Maximize GPU performance with Near-Real-Time Usage Stats on NVDashboard v0.10
At NVIDIA GTC 2024, the RAPIDS team demonstrated new features on NVDashboard v0.10 a dashboard that runs on JupyterLab, for monitoring GPU usage to help...
6 MIN READ
![](https://developer-blogs.nvidia.com/wp-content/uploads/2024/06/CUDA-CRIU-Main-Image-1-960x540.png)
Jul 02, 2024
Checkpointing CUDA Applications with CRIU
Checkpoint and restore functionality for CUDA is exposed through a command-line utility called cuda-checkpoint. This utility can be used to transparently...
7 MIN READ
![Image of NVIDIA GB200.](https://developer-blogs.nvidia.com/wp-content/uploads/2024/07/gb200-960x540.jpg)
Jul 01, 2024
How Cutting-Edge Computer Chips are Speeding Up the AI Revolution
Featured in Nature, this post delves into how GPUs and other advanced technologies are meeting the computational challenges posed by AI.
1 MIN READ
![Decorative image of NVFLARE use cases.](https://developer-blogs.nvidia.com/wp-content/uploads/2024/06/nvflare-2-4-featured-960x540.jpeg)
Jun 28, 2024
Federated XGBoost Made Practical and Productive with NVIDIA FLARE
XGBoost is a highly effective and scalable machine learning algorithm widely employed for regression, classification, and ranking tasks. Building on the...
6 MIN READ
![](https://developer-blogs.nvidia.com/wp-content/uploads/2024/06/digital-field-1-960x540.png)
Jun 27, 2024
Secure LLM Tokenizers to Maintain Application Integrity
This post is part of the NVIDIA AI Red Team’s continuing vulnerability and technique research. Use the concepts presented to responsibly assess and increase...
6 MIN READ