Popular GitHub Repositories for Rapids

cuML - RAPIDS Machine Learning Library

BlazingSQL is a lightweight, GPU accelerated, SQL engine for Python. Built on RAPIDS cuDF.

Spark RAPIDS plugin - accelerate Apache Spark with GPUs

cuCIM - RAPIDS GPU-accelerated image processing library

Nvidia DLI workshop on AI-based predictive maintenance techniques to identify anomalies and failures in time-series data, estimate the remaining useful life of the corresponding parts, and map anomalies to failure conditions.

Nvidia DLI workshop on AI-based anomaly detection techniques using GPU-accelerated XGBoost, deep learning-based autoencoders, and generative adversarial networks (GANs) and then implement and compare supervised and unsupervised learning techniques.

Easily build a customizable, ready to use Docker Image for some AI/Data Science/Deep Learning experiments.

GPU-based ML to classify Higgs boson signal from background in particle physics using RAPIDS framework

A compilation of various ML and DL models and ways to optimize the their inferences.

Accelerated vector search using RAPIDS cuVS.

Accelerated vector search using RAPIDS cuVS.