DEVELOPER BLOG

Tag: open source

Data Science

Similarity in Graphs: Jaccard Versus the Overlap Coefficient

There is a wide range of graph applications and algorithms that I hope to discuss through this series of blog posts, all with a bias toward what is in RAPIDS… 12 MIN READ
Data Science

Using RAPIDS with PyTorch

In this post we take a look at how to use cuDF, the RAPIDS dataframe library, to do some of the preprocessing steps required to get the mortgage data in a… 10 MIN READ
AI / Deep Learning

Building an Accelerated Data Science Ecosystem: RAPIDS Hits Two Years

GTC Fall 2020 marked the second anniversary of the initial release of RAPIDS. Created out of the GPU Open Analytics Initiative (GoAi) aimed at making… 10 MIN READ
Accelerated Computing

Scaling Deep Learning Training with NCCL

NVIDIA Collective Communications Library (NCCL) provides optimized implementation of inter-GPU communication operations, such as allreduce and variants. 6 MIN READ