CaucherWang

CaucherWang's Stars

• rutgers-db/SeRF

  SeRF: Segment Graph for Range-Filtering Approximate Nearest Neighbor Search

  Language:C++222

• facebookresearch/Qinco

  Residual Quantization with Implicit Neural Codebooks

  Language:Python492

• imarcher/DIDS

  Language:C++3

• qdrant/ann-filtering-benchmark-datasets

  Collection of datasets for benchmarking filtered vector similarity retrieval

  Language:Python385

• antgroup/vsag

  vsag is a vector indexing library used for similarity search.

  Language:C++17116

• IntelLabs/VectorSearchDatasets

  Language:Python203

• intel/ScalableVectorSearch

  Language:C++12618

• CaucherWang/Steiner-hardness

  A new query hardness measure for graph-based ANN indexes. Build unbiased workloads with this hardness to see the actual performance of your ANN indexes.

  Language:C++115

• jfalcou/eve

  Expressive Vector Engine - SIMD in C++ Goes Brrrr

  Language:C++97158

• DSM-fudan/DumpyOS

  DumpyOS: A Data-Adaptive Multi-ary Index for Scalable Data Series Similarity Search (VLDB Journal under review)

  Language:C++1

• WeiJiuQi/DET-LSH

  Language:C153

• alipay/PASE

  Language:C449

• qdrant/vector-db-benchmark

  Framework for benchmarking vector search engines

  Language:Python28787

• TAG-Research/ACORN

  state-of-the-art search over vector embeddings and structured data (SIGMOD '24)

  Language:C++6010

• criteo/autofaiss

  Automatically create Faiss knn indices with the most optimal similarity search parameters.

  Language:Python82075

• tiannuo-yang/VDTuner

  [ICDE 2024] VDTuner - Automated Performance Tuning for Vector Data Management Systems (Vector Databases)

  Language:Python223

• d2l-ai/d2l-zh

  《动手学深度学习》：面向中文读者、能运行、可讨论。中英文版被70多个国家的500多所大学用于教学。

  Language:Python64.1k11.1k

• baidu/puck

  Puck is a high-performance ANN search engine

  Language:Jupyter Notebook34438

• gaoj0017/RaBitQ

  [SIGMOD 2024] RaBitQ: Quantizing High-Dimensional Vectors with a Theoretical Error Bound for Approximate Nearest Neighbor Search

  Language:C++467

• zilliztech/knowhere

  Knowhere is an open-source vector search engine, integrating FAISS, HNSW, etc.

  Language:C++18982

• shuyanzhou/docprompting

  Data and code for "DocPrompting: Generating Code by Retrieving the Docs" @ICLR 2023

  Language:Python23318

• chen700564/RGB

  Language:Python27925

• ashvardanian/SimSIMD

  Up to 200x Faster Dot Products & Similarity Metrics — for Python, Rust, C, JS, and Swift, supporting f64, f32, f16 real & complex, i8, and bit vectors using SIMD for both AVX2, AVX-512, NEON, SVE, & SVE2 📐

  Language:C1.1k60

• decisionintelligence/TFB

  [PVLDB 2024 Best Paper Nomination] TFB: Towards Comprehensive and Fair Benchmarking of Time Series Forecasting Methods

  Language:Shell35137

• mingyu-hkustgz/Res-Infer

  Language:C++3

• aaalgo/kgraph

  A library for k-nearest neighbor search

  Language:C++38485

• mti-lab/rnn-descent

  Language:C++192

• ZJULearning/efanna

  fast library for ANN search and KNN graph construction

  Language:C++28457

• nlescoua/faiss-quickeradc

  QuickerADC is an implementation of highly-efficient product quantizers leveraging SIMD shuffle instructions integrated into FAISS

  Language:C++153

• pixelogik/NearPy

  Python framework for fast (approximated) nearest neighbour search in large, high-dimensional data sets using different locality-sensitive hashes.

  Language:Python765151