matchyc

Postgraduate student, focusing on system and AI-related tech. Fudan University, CS | B.S. BUPT, Data Science & Big Data Tech

Pinned Repositories

Algorithm-Exericse
record
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annlite
⚡ A fast embedded library for approximate nearest neighbor search
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big-ann-benchmarks
Framework for evaluating ANNS algorithms on billion scale datasets.
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bitcoin
Bitcoin Core integration/staging tree
Language:C++0 0 00
contest_kgraph
3rd Place, Finalist in SIGMOD 2023 Programming Contest.
Language:Jupyter Notebook1 1 00
knowhere
Knowhere is an open-source vector search engine, integrating FAISS, HNSW and Annoy
Language:C++1 0 00
mysteryann
🏆 Winning NeurIPS (NIPS) Competition Track: Big ANN, Practical Vector Search Challenge 2023. （see big-ann-benchmark https://big-ann-benchmarks.com/neurips23.html). The fastest cross-modal vector retrieval.
Language:C++29 1 33
RoarGraph
VLDB 2024 paper repo. RoarGraph: A Projected Bipartite Graph for Efficient Cross-Modal Approximate Nearest Neighbor Search
Language:C++33 1 28
tiny-container
build a container from scratch, Containers From Scratch • Liz Rice • GOTO 2018 Golang documents https://pkg.go.dev/ Linux manual page https://manual.cs50.io/
Language:Perl1 1 00
vector-search-papers
📚 Awesome papers and technical blogs on vector DB (database), semantic-based vector search or approximate nearest neighbor search (ANN Search, ANNS). Vector search is the key component of large-scale information retrieval, cross-modal retrieval, LLMs-based RAG, vector databases.
72 4 09

matchyc's Repositories

matchyc/vector-search-papers
📚 Awesome papers and technical blogs on vector DB (database), semantic-based vector search or approximate nearest neighbor search (ANN Search, ANNS). Vector search is the key component of large-scale information retrieval, cross-modal retrieval, LLMs-based RAG, vector databases.
72 4 09
matchyc/RoarGraph
VLDB 2024 paper repo. RoarGraph: A Projected Bipartite Graph for Efficient Cross-Modal Approximate Nearest Neighbor Search
Language:C++33 1 28
matchyc/mysteryann
🏆 Winning NeurIPS (NIPS) Competition Track: Big ANN, Practical Vector Search Challenge 2023. （see big-ann-benchmark https://big-ann-benchmarks.com/neurips23.html). The fastest cross-modal vector retrieval.
Language:C++29 1 33
matchyc/contest_kgraph
3rd Place, Finalist in SIGMOD 2023 Programming Contest.
Language:Jupyter Notebook1 1 00
matchyc/knowhere
Knowhere is an open-source vector search engine, integrating FAISS, HNSW and Annoy
Language:C++1 0 00
matchyc/annlite
⚡ A fast embedded library for approximate nearest neighbor search
Language:Python0 0 00
matchyc/big-ann-benchmarks
Framework for evaluating ANNS algorithms on billion scale datasets.
Language:Jupyter Notebook0 0 00
matchyc/bitcoin
Bitcoin Core integration/staging tree
Language:C++0 0 00
matchyc/cilium
eBPF-based Networking, Security, and Observability
Language:Go0 0 00
matchyc/daily_fudan
一键平安复旦小脚本，自动化快速上报疫情
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matchyc/dragonfly
A modern replacement for Redis and Memcached
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matchyc/DiskANN
Graph based indices for approximate nearest neighbor search
Language:C++0 0
matchyc/Edge-computing-model-split
Simple Reproduction for paper DNN Inference acceleration on the edge
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matchyc/efanna_graph
an Extremely Fast Approximate Nearest Neighbor graph construction Algorithm framework
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matchyc/faiss
A library for efficient similarity search and clustering of dense vectors.
Language:C++0 01
matchyc/gp-ann
Experimental Code for "Unleashing Graph Partitioning for Large-Scale Nearest Neighbor Search"
Language:C++0 0
matchyc/hnswlib
Header-only C++/python library for fast approximate nearest neighbors
matchyc/hugo-cv1
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matchyc/kgraph
A library for k-nearest neighbor search
Language:C++0 0
matchyc/matchyc
1 0
matchyc/matchyc.github.io
blog
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matchyc/milvus
An open source vector similarity search engine powered by Faiss, NMSLIB and Annoy
Language:Go0 0
matchyc/miniob
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matchyc/modern-cpp-tutorial
📚 Modern C++ Tutorial: C++11/14/17/20 On the Fly | https://changkun.de/modern-cpp/
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matchyc/oceanbase
OceanBase is an enterprise distributed relational database with high availability, high performance, horizontal scalability, and compatibility with SQL standards.
Language:C++0 0
matchyc/pynndescent
A Python nearest neighbor descent for approximate nearest neighbors
Language:Python0 0
matchyc/qlib
Qlib is an AI-oriented quantitative investment platform, which aims to realize the potential, empower the research, and create the value of AI technologies in quantitative investment. With Qlib, you can easily try your ideas to create better Quant investment strategies. An increasing number of SOTA Quant research works/papers are released in Qlib.
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matchyc/rtnn
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matchyc/SPTAG
A distributed approximate nearest neighborhood search (ANN) library which provides a high quality vector index build, search and distributed online serving toolkits for large scale vector search scenario.
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matchyc/starrocks
StarRocks is a next-gen sub-second MPP database for full analytics scenarios, including multi-dimensional analytics, real-time analytics and ad-hoc query.
Language:Java0 0