Ecosyste.ms: Packages

An open API service providing package, version and dependency metadata of many open source software ecosystems and registries.

pypi.org "nearest-neighbor-search" keyword

Top 2.3% on pypi.org
faiss-cpu 1.8.0
A library for efficient similarity search and clustering of dense vectors.
16 versions - Latest release: 3 months ago - 352 dependent packages - 5,592 dependent repositories - 4.54 million downloads last month - 236 stars on GitHub - 1 maintainer
Top 1.6% on pypi.org
docarray 0.40.0
The data structure for multimodal data
740 versions - Latest release: 5 months ago - 58 dependent packages - 1,390 dependent repositories - 82.2 thousand downloads last month - 2,777 stars on GitHub - 1 maintainer
Top 0.7% on pypi.org
annoy 1.17.3
Approximate Nearest Neighbors in C++/Python optimized for memory usage and loading/saving to disk.
45 versions - Latest release: 11 months ago - 68 dependent packages - 572 dependent repositories - 1.27 million downloads last month - 12,716 stars on GitHub - 1 maintainer
Top 1.5% on pypi.org
pynndescent 0.5.12
Nearest Neighbor Descent
31 versions - Latest release: about 2 months ago - 70 dependent packages - 537 dependent repositories - 1.34 million downloads last month - 842 stars on GitHub - 2 maintainers
Top 1.4% on pypi.org
lancedb 0.6.13
lancedb
59 versions - Latest release: 10 days ago - 72 dependent packages - 453 dependent repositories - 316 thousand downloads last month - 2,702 stars on GitHub - 3 maintainers
Top 2.6% on pypi.org
faiss-gpu 1.7.2
A library for efficient similarity search and clustering of dense vectors.
13 versions - Latest release: over 2 years ago - 51 dependent packages - 367 dependent repositories - 289 thousand downloads last month - 236 stars on GitHub - 1 maintainer
Top 3.1% on pypi.org
ngt 2.1.6
python NGT
25 versions - Latest release: 6 months ago - 2 dependent packages - 17 dependent repositories - 6.23 thousand downloads last month - 1,181 stars on GitHub - 1 maintainer
Top 3.4% on pypi.org
mlpack 4.3.0 💰
a flexible, fast machine learning library
18 versions - Latest release: 5 months ago - 1 dependent package - 7 dependent repositories - 2.95 thousand downloads last month - 4,848 stars on GitHub - 2 maintainers
Top 7.7% on pypi.org
n2 0.1.7
Approximate Nearest Neighbor library
7 versions - Latest release: over 3 years ago - 1 dependent package - 5 dependent repositories - 320 downloads last month - 563 stars on GitHub - 4 maintainers
Top 8.4% on pypi.org
torchpq 0.1.8
Efficient implementations of Product Quantization and its variants
51 versions - Latest release: about 3 years ago - 4 dependent repositories - 516 downloads last month - 202 stars on GitHub - 1 maintainer
Top 7.3% on pypi.org
mlpack3 3.4.2 💰
a flexible, fast machine learning library
14 versions - Latest release: over 3 years ago - 3 dependent repositories - 210 downloads last month - 4,848 stars on GitHub - 2 maintainers
falconn 1.3.1
A library for similarity search over high-dimensional data based on Locality-Sensitive Hashing (LSH)
6 versions - Latest release: over 6 years ago - 1 dependent package - 3 dependent repositories - 104 downloads last month - 1,125 stars on GitHub - 1 maintainer
Top 5.1% on pypi.org
nanopq 0.2.1
Pure python implementation of product quantization for nearest neighbor search
15 versions - Latest release: 7 months ago - 2 dependent packages - 3 dependent repositories - 502 downloads last month - 291 stars on GitHub - 1 maintainer
scikit-hubness 0.21.2
Hubness reduction and analysis tools
10 versions - Latest release: over 4 years ago - 2 dependent repositories - 161 downloads last month - 42 stars on GitHub - 1 maintainer
Top 7.4% on pypi.org
voyager 2.0.6
Easy-to-use, fast, simple multi-platform approximate nearest-neighbor search library.
8 versions - Latest release: about 2 months ago - 1 dependent package - 2 dependent repositories - 12.7 thousand downloads last month - 1,142 stars on GitHub - 1 maintainer
Top 5.4% on pypi.org
usearch 2.12.0
Smaller & Faster Single-File Vector Search Engine from Unum
90 versions - Latest release: 21 days ago - 6 dependent packages - 2 dependent repositories - 61.8 thousand downloads last month - 1,599 stars on GitHub - 1 maintainer
lopq 1.0.35
Python code for training and deploying Locally Optimized Product Quantization (LOPQ) for approxim...
4 versions - Latest release: over 7 years ago - 2 dependent repositories - 25 downloads last month - 560 stars on GitHub - 1 maintainer
Top 5.8% on pypi.org
tensorflow-similarity 0.17.1
Metric Learning for Humans
77 versions - Latest release: 12 months ago - 2 dependent packages - 2 dependent repositories - 1.82 thousand downloads last month - 998 stars on GitHub - 1 maintainer
falcon-ms 0.1.3
Large-scale tandem mass spectrum clustering using fast nearest neighbor searching
3 versions - Latest release: almost 3 years ago - 2 dependent repositories - 47 downloads last month - 24 stars on GitHub - 1 maintainer
Top 10.0% on pypi.org
annoy_fixed 1.16.3
fixed annoy bugs personer
1 version - Latest release: almost 4 years ago - 1 dependent repositories - 129 downloads last month - 12,716 stars on GitHub - 1 maintainer
bppynndescent 0.1.1
Nearest Neighbor Descent
4 versions - Latest release: almost 5 years ago - 1 dependent repositories - 34 downloads last month - 842 stars on GitHub - 1 maintainer
annchor 1.0.0
Fast k-NN graph construction for slow metrics
1 version - Latest release: over 2 years ago - 1 dependent repositories - 39 downloads last month - 49 stars on GitHub - 1 maintainer
Top 9.2% on pypi.org
tfsim-nightly 0.18.0.dev13
Metric Learning for Humans
173 versions - Latest release: 7 months ago - 1 dependent repositories - 1.79 thousand downloads last month - 998 stars on GitHub - 1 maintainer
annoy-dm 1.16.3
Approximate Nearest Neighbors in C++/Python optimized for memory usage and loading/saving to disk...
2 versions - Latest release: almost 4 years ago - 1 dependent repositories - 30 downloads last month - 12,716 stars on GitHub - 1 maintainer
flanders 0.3.1
Fast 2D nearest neighbor search with an angle.
3 versions - Latest release: 12 months ago - 1 dependent repositories - 270 downloads last month - 7 stars on GitHub - 1 maintainer
qdrant-txtai 1.0.1 💰
An integration of Qdrant ANN vector database backend with txtai
9 versions - Latest release: about 1 year ago - 1 dependent repositories - 188 downloads last month - 18,200 stars on GitHub - 1 maintainer
faiss-cpu-noavx2 1.6.3
A library for efficient similarity search and clustering of dense vectors.
1 version - Latest release: almost 4 years ago - 1 dependent repositories - 111 downloads last month - 236 stars on GitHub - 1 maintainer
agine 0.0.2 💰
Functionalities for Points in n-Dimensional Space
1 version - Latest release: over 3 years ago - 1 dependent repositories - 39 downloads last month - 0 stars on GitHub - 1 maintainer
quaterion 0.1.35 💰
Similarity Learning fine-tuning framework
32 versions - Latest release: about 1 year ago - 1 dependent repositories - 739 downloads last month - 624 stars on GitHub - 2 maintainers
lshashing 1.1.3
Nearest neighbors search using locality-sensitive hashing
10 versions - Latest release: over 2 years ago - 1 dependent repositories - 103 downloads last month - 13 stars on GitHub - 1 maintainer
pylmnn 1.6.4
Large Margin Nearest Neighbor implementation in python
21 versions - Latest release: about 4 years ago - 1 dependent repositories - 134 downloads last month - 47 stars on GitHub - 1 maintainer
Top 9.4% on pypi.org
elastiknn-client 8.13.4.0
Python client for the ElastiKnn Elasticsearch plugin
621 versions - Latest release: 2 days ago - 1 dependent repositories - 7.74 thousand downloads last month - 355 stars on GitHub - 1 maintainer
Top 9.9% on pypi.org
rii 0.2.11
Fast and memory-efficient ANN with a subset-search functionality
15 versions - Latest release: 6 months ago - 1 dependent repositories - 84 downloads last month - 152 stars on GitHub - 1 maintainer
sentence-embeddings 0.0.4
Search and visualize sentence embeddings.
4 versions - Latest release: over 2 years ago - 1 dependent repositories - 38 downloads last month - 0 stars on GitHub - 1 maintainer
weaviate-cli 2.2.0
Comand line interface to interact with weaviate
21 versions - Latest release: about 1 year ago - 1 dependent repositories - 1.43 thousand downloads last month - 9,582 stars on GitHub - 2 maintainers
graphgrove 0.0.11
Building flat, tree, and DAG structured clusterings.
6 versions - Latest release: over 2 years ago - 1 dependent repositories - 71 downloads last month - 39 stars on GitHub - 1 maintainer
nnext 0.0.43
Client library for the NNext Neural search engine
30 versions - Latest release: over 1 year ago - 1 dependent repositories - 109 downloads last month - 197 stars on GitHub - 1 maintainer
fast-pq 0.3
Approximate Nearest Neighbors in Python.
2 versions - Latest release: about 1 year ago - 37 downloads last month - 11 stars on GitHub - 1 maintainer
reframer 0.0.1 removed
Create, run and manage your intelligent LLM agents on dataframes.
1 version - Latest release: 9 months ago - 37 downloads last month - 141 stars on GitHub - 1 maintainer
leaptable 0.0.1 removed
Create, run and manage your intelligent LLM agents on dataframes.
1 version - Latest release: 8 months ago - 169 downloads last month - 157 stars on GitHub - 1 maintainer
vector-lake 0.0.4
S3 vector database for bigdata
4 versions - Latest release: 9 months ago - 30 downloads last month - 20 stars on GitHub - 1 maintainer
pgvecto-rs 0.1.4
Python binding for pgvecto.rs
4 versions - Latest release: 6 months ago - 8.15 thousand downloads last month - 1,429 stars on GitHub - 2 maintainers
tiledb-vector-search 0.4.0
TileDB Vector Search Python client
18 versions - Latest release: 7 days ago - 3.05 thousand downloads last month - 44 stars on GitHub - 4 maintainers
vectorizedb 1.0.0
VectorizeDB is a database for vectorized data and metadata, allowing for fast similarity search a...
8 versions - Latest release: 4 months ago - 1 dependent package - 65 downloads last month - 1 stars on GitHub - 1 maintainer
aigent 0.0.44 removed
Create, run and manage your intelligent LLM agents on dataframes.
2 versions - Latest release: 10 months ago - 122 stars on GitHub - 1 maintainer
reframe-py 0.0.4
Create, run and manage your intelligent LLM agents on dataframes.
2 versions - Latest release: 7 months ago - 9 downloads last month - 204 stars on GitHub - 1 maintainer
snnpy 0.0.6
A lightweight fast exact radius query algorithm
6 versions - Latest release: over 1 year ago - 35 downloads last month - 10 stars on GitHub - 1 maintainer
minivan-tools 0.1.5 removed
Exact nearest neighbor search library for those times when "approximate" just won't cut it (or is...
2 versions - Latest release: about 1 year ago - 9 downloads last month - 0 stars on GitHub - 1 maintainer
citrusdb 0.6.9 💰
open-source vector database. store and retrieve embeddings for your next ai project!
23 versions - Latest release: about 2 months ago - 229 downloads last month - 92 stars on GitHub - 1 maintainer
paka 0.1.7 💰
LLMOps tool designed to simplify the deployment and management of large language model (LLM) appl...
8 versions - Latest release: 12 days ago - 444 downloads last month - 18,200 stars on GitHub - 1 maintainer
nndescent 1.0.4
C++ extension implementing nearest neighbour descent
4 versions - Latest release: 10 months ago - 84 downloads last month - 13 stars on GitHub - 1 maintainer
liteindex 0.0.2.dev63
SQLite based queryable python indexes for dicts and lists
83 versions - Latest release: 28 days ago - 3 dependent packages - 750 downloads last month - 6 stars on GitHub - 1 maintainer
Related Keywords
approximate-nearest-neighbor-search 19 python 17 machine-learning 14 deep-learning 11 similarity-search 11 neural-search 10 vector-database 9 database 8 search 8 semantic-search 7 vector 7 knn 7 clustering 7 artificial-intelligence 6 hnsw 6 vector-search 6 nearest-neighbors 6 locality-sensitive-hashing 6 image-search 6 search-engine 5 hacktoberfest 5 c-plus-plus 5 recommender-system 5 vector-search-engine 5 nnext 5 embeddings 5 neural-search-engine 5 llms 5 client 5 langchain 5 agent 5 metric-learning 4 product-quantization 4 aigent 4 nearest 4 chain-of-thought 4 cosine-similarity 4 dataframes 4 agents 4 retrieval-augmented-generation 4 nns 4 faiss 4 knn-graphs 4 ANN 4 machine learning 4 mlops 3 approximate nearest neighbor search 3 pytorch 3 contrastive-learning 3 golang 3 similarity-learning 3 nearest neighbor 3 lua 3 simclr 2 simclr2 2 neighbor 2 similarity 2 engine 2 matching 2 weaviate 2 knn-algorithm 2 unsupervised-learning 2 embeddings-similarity 2 similarity search 2 barlow-twins 2 simsiam 2 tensorflow 2 high-dimensional-data 2 elasticsearch 2 data-compression 2 numpy 2 data-science 2 information-retrieval 2 neighbors 2 k-nearest-neighbors 2 semantic-search-engine 2 data mining 2 deep learning 2 optimization 2 machine-learning-library 2 regression 2 scientific-computing 2 vectors 2 simd 2 llm 2 search-engines 2 product quantization 2 neural-network 2 generative-search 1 visualization 1 transformers 1 grpc 1 interpretability 1 pybind11 1 lucene 1 elasticsearch-plugin 1 lmnn 1 large-margin-nearest-neighbors 1 k-nearest-neighbours 1 pytorch-lightning 1