cuML - RAPIDS Machine Learning Library

cuVS - a library for vector search and clustering on the GPU

Utilities for Dask and CUDA interactions

cuGraph - RAPIDS Graph Analytics Library

KvikIO - High Performance File IO

RAFT contains fundamental widely-used algorithms and primitives for machine learning and information retrieval. The algorithms are CUDA-accelerated and form building blocks for more easily writing …

cuDF - GPU DataFrame Library

RAPIDS Memory Manager

CUDA Core Compute Libraries

Optimized dataflow operations

Collective communications library with various primitives for multi-machine training.

Distributed training framework for TensorFlow, Keras, PyTorch, and Apache MXNet.

Parsl - Parallel Scripting Library

An open source framework that provides a simple, universal API for building distributed applications. Ray is packaged with RLlib, a scalable reinforcement learning library, and Tune, a scalable hyp…

Apache Arrow is a cross-language development platform for in-memory data. It specifies a standardized language-independent columnar memory format for flat and hierarchical data, organized for effic…

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