CaucherWang

CaucherWang's Stars

• Muennighoff/sgpt

  SGPT: GPT Sentence Embeddings for Semantic Search

  Language:Jupyter Notebook85454

• xlang-ai/instructor-embedding

  [ACL 2023] One Embedder, Any Task: Instruction-Finetuned Text Embeddings

  Language:Python1.9k135

• m-bain/webvid

  Large-scale text-video dataset. 10 million captioned short videos.

  Language:Python60737

• pinecone-io/research-bigann-linscan

  Language:Rust51

• zilliztech/feder

  Visualize hnsw, faiss and other anns index

  Language:Jupyter Notebook40234

• Patrick-H-Chen/FINGER

  Language:C++135

• vmware/splinterdb

  High Performance Embedded Key-Value Store

  Language:C68757

• georgia-tech-db/evadb

  Database system for AI-powered apps

  Language:Python2.6k263

• paperswithcode/releasing-research-code

  Tips for releasing research code in Machine Learning (with official NeurIPS 2020 recommendations)

  2.6k717

• stat-ml/GeoMLE

  This repo contains code for GeoMLE intrinsic dimension estimation algorithm

  Language:Jupyter Notebook203

• DBAIWangGroup/nns_benchmark

  Benchmark of Nearest Neighbor Search on High Dimensional Data

  Language:C++20453

• Lsyhprum/WEAVESS

  A Comprehensive Survey and Experimental Comparison of Graph-based Approximate Nearest Neighbor Search

  Language:C++6329

• amzn/pecos

  PECOS - Prediction for Enormous and Correlated Spaces

  Language:Python517105

• TheDatumOrg/VAQ

  Fast Adaptive Similarity Search through Variance‑Aware Quantization

  Language:C++71

• yahoo/lopq

  Training of Locally Optimized Product Quantization (LOPQ) models for approximate nearest neighbor search of high dimensional data in Python and Spark.

  Language:Python563130

• dmllr/fast-lopq

  Fast C++ implementation of https://github.com/yahoo/lopq: Locally Optimized Product Quantization (LOPQ) model and searcher for approximate nearest neighbor search of high dimensional data.

  Language:C++344

• dblalock/bolt

  10x faster matrix and vector operations

  Language:C++2.5k171

• cmuparlay/pbbsbench

  New version of pbbs benchmarks

  Language:C++7931

• csypeng/LAN

  Learning-based Approximate k-NN Search in Graph Databases

  Language:Python10

• csypeng/taumng_sigmod

  Language:C++61

• csypeng/tauMG

  Efficient Approximate Nearest Neighbor Search in Multi-dimensional Databases (SIGMOD 2023)

  2

• Jacyhust/LSH-APG

  This is a source code for LSH-APG (PVLDB 2023)

  Language:C++255

• RSIA-LIESMARS-WHU/LSHBOX

  A c++ toolbox of locality-sensitive hashing (LSH), provides several popular LSH algorithms, also support python and matlab.

  Language:C++28678

• qtwang/SEAnet

  KDD21 Deep Learning Embeddings for Data Series Similarity Search

  Language:Python193

• vdaas/vald

  Vald. A Highly Scalable Distributed Vector Search Engine

  Language:Go1.5k78

• lyst/rpforest

  It is a forest of random projection trees

  Language:Python22443

• cmuparlay/pbbsbench-vldb2024

  Version of PBBS Benchmarks for VLDB 2024 Reviewers

  Language:C++94

• harsha-simhadri/big-ann-benchmarks

  Framework for evaluating ANNS algorithms on billion scale datasets.

  Language:Jupyter Notebook356118

• gaoj0017/ADSampling

  [SIGMOD 2023] High-Dimensional Approximate Nearest Neighbor Search: with Reliable and Efficient Distance Comparison Operations

  Language:C++442

• DSM-fudan/Dumpy

  Dumpy: A Compact and Adaptive Index for Large Data Series Collections (SIGMOD'23)

  Language:C++103