rapidsai / raftLinks
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 high performance applications.
☆939Updated this week
Alternatives and similar repositories for raft
Users that are interested in raft are comparing it to the libraries listed below
Sorting:
- cuVS - a library for vector search and clustering on the GPU☆534Updated this week
- RAPIDS Memory Manager☆623Updated last week
- ☆588Updated last week
- CUDA implementation of Hierarchical Navigable Small World Graph algorithm☆166Updated 4 years ago
- common in-memory tensor structure☆1,076Updated last month
- Framework for evaluating ANNS algorithms on billion scale datasets.☆399Updated last month
- Graph-structured Indices for Scalable, Fast, Fresh and Filtered Approximate Nearest Neighbor Search☆1,499Updated last week
- CUDA Kernel Benchmarking Library☆733Updated this week
- Knowhere is an open-source vector search engine, integrating FAISS, HNSW, etc.☆217Updated 2 years ago
- A Python-level JIT compiler designed to make unmodified PyTorch programs faster.☆1,063Updated last year
- FB (Facebook) + GEMM (General Matrix-Matrix Multiplication) - https://code.fb.com/ml-applications/fbgemm/☆1,445Updated this week
- CUDA Core Compute Libraries☆1,950Updated this week
- Examples demonstrating available options to program multiple GPUs in a single node or a cluster☆810Updated last week
- ☆189Updated this week
- The NVIDIA® Tools Extension SDK (NVTX) is a C-based Application Programming Interface (API) for annotating events, code ranges, and resou…☆454Updated last week
- A Fusion Code Generator for NVIDIA GPUs (commonly known as "nvFuser")☆356Updated this week
- NumPy and SciPy on Multi-Node Multi-GPU systems☆934Updated this week
- An open-source efficient deep learning framework/compiler, written in python.☆731Updated last month
- Pipeline Parallelism for PyTorch☆781Updated last year
- A CPU+GPU Profiling library that provides access to timeline traces and hardware performance counters.☆874Updated this week
- Triton Model Analyzer is a CLI tool to help with better understanding of the compute and memory requirements of the Triton Inference Serv…☆491Updated 3 weeks ago
- A library to analyze PyTorch traces.☆415Updated this week
- Graph Library for Approximate Similarity Search☆132Updated 3 weeks ago
- TorchX is a universal job launcher for PyTorch applications. TorchX is designed to have fast iteration time for training/research and sup…☆392Updated this week
- Vector search engine inside Milvus, integrating FAISS, HNSW, DiskANN.☆284Updated last week
- Library for reading and writing large multi-dimensional arrays.☆1,449Updated this week
- GGNN: State of the Art Graph-based GPU Nearest Neighbor Search☆165Updated 7 months ago
- HierarchicalKV is a part of NVIDIA Merlin and provides hierarchical key-value storage to meet RecSys requirements. The key capability of…☆172Updated last week
- ☆75Updated 9 months ago
- PyTriton is a Flask/FastAPI-like interface that simplifies Triton's deployment in Python environments.☆823Updated last month