ROCm-DS Blogs

This page contains a list of blog posts related to the AMD ROCm™ Data Science Toolkit (ROCm-DS) and its individual components. See ROCm Blogs for blogs related to all AMD and ROCm products.

ROCm-DS Blogs

Introducing ROCm-DS: Revolutionizing Data Processing with AMD Instinct GPUs

AMD is thrilled to announce the release of ROCm-DS, a toolkit aimed at accelerating data science workloads on AMD Instinct GPUs.

hipDF Blogs

CuPy and hipDF on AMD: The basics and beyond.

Learn how to deploy CuPy and hipDF on AMD GPUs. See their high-performance computing advantages, and use CuPy and hipDF in a detailed example of an investment portfolio allocation optimization using the Markowitz model.

DataFrame Acceleration: hipDF and hipDF.pandas on AMD GPUs.

This blog post demonstrates how hipDF significantly enhances and accelerates data manipulation, aggregation, and transformation tasks on AMD hardware using ROCm.

hipVS Blogs

Accelerating Vector Search: hipVS and hipRAFT on AMD

Learn how hipVS accelerates vector search on AMD Instinct GPUs, with notebook demos for semantic search, RAG, and recommendation systems.