Posts by Corey Nolet
Data Science
Mar 22, 2023
Reusable Computational Patterns for Machine Learning and Data Analytics with RAPIDS RAFT
RAPIDS is a suite of accelerated libraries for data science and machine learning on GPUs: cuDF for pandas-like data structures, cuGraph for graph data, and cuML...
11 MIN READ
Data Science
Dec 06, 2022
Faster HDBSCAN Soft Clustering with RAPIDS cuML
HDBSCAN is a state-of-the-art, density-based clustering algorithm that has become popular in domains as varied as topic modeling, genomics, and geospatial...
9 MIN READ
Data Science
Jul 25, 2022
Faster Text Classification with Naive Bayes and GPUs
Naive Bayes (NB) is a simple but powerful probabilistic classification technique that parallelizes well and can scale to datasets of massive size. If you...
11 MIN READ
Data Science
Oct 06, 2021
GPU-Accelerated Hierarchical DBSCAN with RAPIDS cuML – Let’s Get Back To The Future
Data scientists across various domains use clustering methods to find naturally ‘similar’ groups of observations in their datasets. Popular clustering...
10 MIN READ
Data Science
Sep 08, 2021
Analyzing the RNA-Sequence of 1.3M Mouse Brain Cells with RAPIDS on NVIDIA GPUs
Single-cell genomics research continues to advance drug discovery for disease prevention. For example, it has been pivotal in developing treatments for the...
8 MIN READ