FALCONN-LIB / FALCONN
FAst Lookups of Cosine and Other Nearest Neighbors (based on fast locality-sensitive hashing)
☆1,150Updated 11 months ago
Alternatives and similar repositories for FALCONN:
Users that are interested in FALCONN are comparing it to the libraries listed below
- Non-Metric Space Library (NMSLIB): An efficient similarity search library and a toolkit for evaluation of k-NN methods for generic non-me…☆3,478Updated 7 months ago
- A fast Python implementation of locality sensitive hashing.☆664Updated 5 years ago
- A library for k-nearest neighbor search☆387Updated last year
- Navigating Spreading-out Graph For Approximate Nearest Neighbor Search☆669Updated last year
- Training of Locally Optimized Product Quantization (LOPQ) models for approximate nearest neighbor search of high dimensional data in Pyth…☆566Updated 6 years ago
- Python framework for fast (approximated) nearest neighbour search in large, high-dimensional data sets using different locality-sensitive…☆767Updated 2 years ago
- Nearest Neighbor Search with Neighborhood Graph and Tree for High-dimensional Data☆1,302Updated this week
- Pure python implementation of product quantization for nearest neighbor search☆341Updated last year
- A c++ toolbox of locality-sensitive hashing (LSH), provides several popular LSH algorithms, also support python and matlab.☆288Updated 7 years ago
- Benchmarks of approximate nearest neighbor libraries in Python☆5,254Updated 3 weeks ago
- Approximate Nearest Neighbor Search for Sparse Data in Python!☆919Updated 4 years ago
- fast library for ANN search and KNN graph construction☆289Updated 7 years ago
- Code for ECCV2018 paper: Revisiting the Inverted Indices for Billion-Scale Approximate Nearest Neighbors☆209Updated 4 years ago
- MinHash, LSH, LSH Forest, Weighted MinHash, HyperLogLog, HyperLogLog++, LSH Ensemble and HNSW☆2,687Updated 11 months ago
- A Locality Sensitive Hashing (LSH) library with an emphasis on large, highly-dimensional datasets.☆146Updated 8 months ago
- Header-only C++/python library for fast approximate nearest neighbors☆4,667Updated 2 weeks ago
- Benchmark of Nearest Neighbor Search on High Dimensional Data☆207Updated 3 years ago
- Fast exact nearest neighbor search in Hamming distance on binary codes with Multi-index hashing☆286Updated 9 years ago
- Fast and lightweight header-only C++ library (with Python bindings) for approximate nearest neighbor search☆260Updated 2 months ago
- TOROS N2 - lightweight approximate Nearest Neighbor library which runs fast even with large datasets☆576Updated last year
- GraphChi's C++ version. Big Data - small machine.☆806Updated 6 years ago
- A multi-model machine learning feature embedding database☆637Updated 5 years ago
- ☆713Updated last year
- LSH-GPU ANN package☆93Updated 6 years ago
- Framework for evaluating ANNS algorithms on billion scale datasets.☆374Updated this week
- Reliable Allreduce and Broadcast Interface for distributed machine learning☆508Updated 4 years ago
- A Python nearest neighbor descent for approximate nearest neighbors☆920Updated 5 months ago
- Locality Sensitive Hashing using MinHash in Python/Cython to detect near duplicate text documents☆285Updated last year
- A common bricks library for building scalable and portable distributed machine learning.☆868Updated last week
- Library for factorization machines☆1,495Updated 5 years ago