Ecosyste.ms: Packages
An open API service providing package, version and dependency metadata of many open source software ecosystems and registries.
Top 0.7% on pypi.org
Top 0.4% downloads on pypi.org
Top 0.3% dependent packages on pypi.org
Top 0.6% dependent repos on pypi.org
Top 1.2% forks on pypi.org
Top 1.3% docker downloads on pypi.org
Top 0.4% downloads on pypi.org
Top 0.3% dependent packages on pypi.org
Top 0.6% dependent repos on pypi.org
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pypi.org : annoy
Approximate Nearest Neighbors in C++/Python optimized for memory usage and loading/saving to disk.
Registry
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Source
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purl: pkg:pypi/annoy
Keywords: nns, approximate nearest neighbor search, approximate-nearest-neighbor-search, c-plus-plus, golang, locality-sensitive-hashing, lua, nearest-neighbor-search, python
License: Apache-2.0
Latest release: 12 months ago
First release: about 10 years ago
Dependent packages: 68
Dependent repositories: 572
Downloads: 1,139,100 last month
Stars: 12,782 on GitHub
Forks: 1,146 on GitHub
Docker dependents: 57
Docker downloads: 21,439
Total Commits: 628
Committers: 83
Average commits per author: 7.566
Development Distribution Score (DDS): 0.705
More commit stats: commits.ecosyste.ms
See more repository details: repos.ecosyste.ms
Last synced: 1 day ago
Top 2.1% on pypi.org
1,683 versions - Latest release: 14 days ago - 2 dependent packages - 41 dependent repositories - 20.1 thousand downloads last month - 3,434 stars on GitHub - 4 maintainers
tf-hub-nightly 0.17.0.dev202405180315
TensorFlow Hub is a library to foster the publication, discovery, and consumption of reusable par...1,683 versions - Latest release: 14 days ago - 2 dependent packages - 41 dependent repositories - 20.1 thousand downloads last month - 3,434 stars on GitHub - 4 maintainers
xklb 2.8.10 π°
xk library662 versions - Latest release: 20 days ago - 1 dependent package - 4.56 thousand downloads last month - 174 stars on GitHub - 1 maintainer
semantra 0.1.10 π°
A semantic search CLI tool24 versions - Latest release: 22 days ago - 619 downloads last month - 2,286 stars on GitHub - 1 maintainer
Top 5.9% on pypi.org
14 versions - Latest release: 22 days ago - 2 dependent repositories - 20.9 thousand downloads last month - 3,316 stars on GitHub - 2 maintainers
nemoguardrails 0.9.0
NeMo Guardrails is an open-source toolkit for easily adding programmagle guardrails to LLM-based ...14 versions - Latest release: 22 days ago - 2 dependent repositories - 20.9 thousand downloads last month - 3,316 stars on GitHub - 2 maintainers
pupyl 0.14.6 π°
π§Ώ Pupyl is a really fast image search library which you can index your own (millions of) images a...35 versions - Latest release: 24 days ago - 1 dependent repositories - 406 downloads last month - 105 stars on GitHub - 1 maintainer
flatpack 3.4.22
Ready-to-assemble AI804 versions - Latest release: 28 days ago - 12.8 thousand downloads last month - 3 stars on GitHub - 1 maintainer
Top 9.5% on pypi.org
60 versions - Latest release: about 1 month ago - 3 dependent packages - 1 dependent repositories - 4.14 thousand downloads last month - 79 stars on GitHub - 1 maintainer
graphlearning 1.5.2
Python package for graph-based clustering and semi-supervised learning60 versions - Latest release: about 1 month ago - 3 dependent packages - 1 dependent repositories - 4.14 thousand downloads last month - 79 stars on GitHub - 1 maintainer
nearness 0.1.1
An easy-to-use interface for (approximate) nearest neighbors algorithms.3 versions - Latest release: about 1 month ago - 110 downloads last month - 1 stars on GitHub - 1 maintainer
Top 2.9% on pypi.org
167 versions - Latest release: about 1 month ago - 3 dependent packages - 29 dependent repositories - 4.18 thousand downloads last month - 2,071 stars on GitHub - 1 maintainer
graphistry 0.33.8
A visual graph analytics library for extracting, transforming, displaying, and sharing big graphs...167 versions - Latest release: about 1 month ago - 3 dependent packages - 29 dependent repositories - 4.18 thousand downloads last month - 2,071 stars on GitHub - 1 maintainer
vector-vault 5.0.2
Quickly create ChatGPT RAG apps and Unleash the full potential of GenAI with Vector Vault324 versions - Latest release: about 1 month ago - 1.66 thousand downloads last month - 5 stars on GitHub - 1 maintainer
contrastive-ne 0.3.8
Contrastive Neighbor Embeddings6 versions - Latest release: about 1 month ago - 1 dependent package - 394 downloads last month - 35 stars on GitHub - 1 maintainer
dnbc4dev 2.3.7
DNBelab Series Single-Cell analysis workflow35 versions - Latest release: about 1 month ago - 1 dependent repositories - 242 downloads last month - 50 stars on GitHub - 1 maintainer
Top 9.6% on pypi.org
13 versions - Latest release: about 1 month ago - 1 dependent repositories - 2.48 thousand downloads last month - 82 stars on GitHub - 2 maintainers
gnomad 0.8.0
Hail utilities for the Genome Aggregation Database13 versions - Latest release: about 1 month ago - 1 dependent repositories - 2.48 thousand downloads last month - 82 stars on GitHub - 2 maintainers
Top 2.3% on pypi.org
39 versions - Latest release: about 1 month ago - 13 dependent packages - 14 dependent repositories - 19.1 thousand downloads last month - 6,914 stars on GitHub - 1 maintainer
txtai 7.1.0
All-in-one open-source embeddings database for semantic search, LLM orchestration and language mo...39 versions - Latest release: about 1 month ago - 13 dependent packages - 14 dependent repositories - 19.1 thousand downloads last month - 6,914 stars on GitHub - 1 maintainer
text-dedup 0.4.0
All-in-one text de-duplication24 versions - Latest release: about 1 month ago - 2 dependent repositories - 1.63 thousand downloads last month - 512 stars on GitHub - 1 maintainer
cellist 1.0.0
Cellist (Cell identification in high-resolution Spatial Transcriptomics) is a cell segmentation t...1 version - Latest release: about 2 months ago - 18 downloads last month - 0 stars on GitHub - 1 maintainer
near-synonym 0.1.0
near-synonym, δΈζεδΉθ―/θΏδΉθ―(antonym/synonym)ε·₯ε ·ε .3 versions - Latest release: about 2 months ago - 17 downloads last month - 4 stars on GitHub - 1 maintainer
celeb-detector 0.0.25
Model to recognize celebrities using a face matching algorithm12 versions - Latest release: about 2 months ago - 1 dependent repositories - 146 downloads last month - 4 stars on GitHub - 1 maintainer
yosemite 0.1.15
yosemite17 versions - Latest release: about 2 months ago - 217 downloads last month - 1 maintainer
Top 3.7% on pypi.org
16 versions - Latest release: about 2 months ago - 2 dependent packages - 6 dependent repositories - 4.59 thousand downloads last month - 3,386 stars on GitHub - 4 maintainers
lit-nlp 1.1.1
π₯LIT: The Learning Interpretability Tool16 versions - Latest release: about 2 months ago - 2 dependent packages - 6 dependent repositories - 4.59 thousand downloads last month - 3,386 stars on GitHub - 4 maintainers
pyliger 0.2.2
The Python version of LIGER package.10 versions - Latest release: about 2 months ago - 1 dependent package - 1 dependent repositories - 417 downloads last month - 24 stars on GitHub - 2 maintainers
spacy-annoy 0.0.1
A Python package integrating Spacy and Annoy for efficient text search and analysis1 version - Latest release: about 2 months ago - 49 downloads last month - 0 stars on GitHub - 1 maintainer
camel-learn 1.0.2
The official implementation for CAMEL: Curvature Augmented Manifold Embedding and Learning3 versions - Latest release: 2 months ago - 32 downloads last month - 0 stars on GitHub - 1 maintainer
async-annoy 0.2.1
Asynchronous wrapper around the Annoy library for approximate nearest neighbor search.3 versions - Latest release: 2 months ago - 33 downloads last month - 0 stars on GitHub - 1 maintainer
pixelgen-pixelator 0.16.2
A command-line tool and library to process and analyze sequencing data from Molecular Pixelation ...10 versions - Latest release: 2 months ago - 66 downloads last month - 9 stars on GitHub - 3 maintainers
suzuka 0.0.1
ML1 version - Latest release: 3 months ago - 2 dependent packages - 11 downloads last month - 1 maintainer
wizz 0.2.0
A terminal-based LLM chat client with knowledge retrieval.2 versions - Latest release: 3 months ago - 23 downloads last month - 0 stars on GitHub - 1 maintainer
hammadpy 3.10.1
Hammad's Accelarated Micro Modules for Application Development (Hammad's Python Library)94 versions - Latest release: 3 months ago - 2 dependent packages - 686 downloads last month - 2 stars on GitHub - 1 maintainer
hammadml 0.1.10
ML16 versions - Latest release: 3 months ago - 97 downloads last month - 2 stars on GitHub - 1 maintainer
sklearn-ann 0.1.2
Various integrations for ANN (Approximate Nearest Neighbours) libraries into scikit-learn.3 versions - Latest release: 3 months ago - 1 dependent package - 275 downloads last month - 14 stars on GitHub - 1 maintainer
hammad 1.0.0 removed
Hammad's Accelarated Micro Modules for Application Development (Hammad's Python Library)1 version - Latest release: 3 months ago - 168 downloads last month - 2 stars on GitHub - 1 maintainer
hammadml-gpu 0.0.14
Hammad Python ~ Machine Learning2 versions - Latest release: 3 months ago - 21 downloads last month - 2 stars on GitHub - 1 maintainer
Top 0.7% on pypi.org
2,450 versions - Latest release: 4 months ago - 18 dependent packages - 687 dependent repositories - 139 thousand downloads last month - 19,512 stars on GitHub - 1 maintainer
jina 3.23.3
Multimodal AI services & pipelines with cloud-native stack: gRPC, Kubernetes, Docker, OpenTelemet...2,450 versions - Latest release: 4 months ago - 18 dependent packages - 687 dependent repositories - 139 thousand downloads last month - 19,512 stars on GitHub - 1 maintainer
Top 0.5% on pypi.org
20 versions - Latest release: 4 months ago - 74 dependent packages - 4,270 dependent repositories - 5.14 million downloads last month - 3,434 stars on GitHub - 4 maintainers
tensorflow-hub 0.16.1
TensorFlow Hub is a library to foster the publication, discovery, and consumption of reusable par...20 versions - Latest release: 4 months ago - 74 dependent packages - 4,270 dependent repositories - 5.14 million downloads last month - 3,434 stars on GitHub - 4 maintainers
cellhint 1.0.0
A tool for semi-automatic cell type harmonization and integration3 versions - Latest release: 4 months ago - 1 dependent repositories - 70 downloads last month - 69 stars on GitHub - 1 maintainer
Top 3.7% on pypi.org
24 versions - Latest release: 5 months ago - 7 dependent packages - 10 dependent repositories - 15.7 thousand downloads last month - 450 stars on GitHub - 1 maintainer
pacmap 0.7.2
The official implementation for PaCMAP: Pairwise Controlled Manifold Approximation Projection24 versions - Latest release: 5 months ago - 7 dependent packages - 10 dependent repositories - 15.7 thousand downloads last month - 450 stars on GitHub - 1 maintainer
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Hubness reduced nearest neighbor search for entity alignment with knowledge graph embeddings13 versions - Latest release: 5 months ago - 1 dependent repositories - 85 downloads last month - 23 stars on GitHub - 1 maintainer
leet-topic 0.0.11
A new transformer-based topic modeling library.11 versions - Latest release: 5 months ago - 201 downloads last month - 1 maintainer
scikit-llm 1.0.0
Scikit-LLM: Seamlessly integrate powerful language models like ChatGPT into scikit-learn for enha...17 versions - Latest release: 5 months ago - 1 dependent repositories - 1.58 thousand downloads last month - 2,931 stars on GitHub - 1 maintainer
Top 1.1% on pypi.org
10 versions - Latest release: 6 months ago - 51 dependent packages - 312 dependent repositories - 217 thousand downloads last month - 4,418 stars on GitHub - 4 maintainers
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Model interpretability for PyTorch10 versions - Latest release: 6 months ago - 51 dependent packages - 312 dependent repositories - 217 thousand downloads last month - 4,418 stars on GitHub - 4 maintainers
clarinpl-embeddings 0.0.1rc7078377068125
Embeddings: State-of-the-art Text Representations for Natural Language Processing tasks, an initi...117 versions - Latest release: 6 months ago - 1 dependent repositories - 225 downloads last month - 34 stars on GitHub - 1 maintainer
Top 2.3% on pypi.org
24 versions - Latest release: 6 months ago - 8 dependent packages - 38 dependent repositories - 30.8 thousand downloads last month - 1,379 stars on GitHub - 1 maintainer
opentsne 1.0.1
Extensible, parallel implementations of t-SNE24 versions - Latest release: 6 months ago - 8 dependent packages - 38 dependent repositories - 30.8 thousand downloads last month - 1,379 stars on GitHub - 1 maintainer
idrt 0.5.3
A library that uses deep-learning to match contacts based on text-fields such as name and email.3 versions - Latest release: 6 months ago - 22 downloads last month - 0 stars on GitHub - 1 maintainer
cell-ann 0.0.1
cell-ann: Cell approximate nearest neighbors4 versions - Latest release: 7 months ago - 44 downloads last month - 0 stars on GitHub - 1 maintainer
nchain 0.13.post4
nchain is a flexible and efficent framework to create LLM bots using embeddings over extensible d...9 versions - Latest release: 7 months ago - 44 downloads last month - 2 stars on GitHub - 1 maintainer
datawords 0.7.4
A library to work with text data20 versions - Latest release: 7 months ago - 44 downloads last month - 1 maintainer
ir-axioms 0.2.14
Intuitive interface to many IR axioms.7 versions - Latest release: 7 months ago - 1 dependent repositories - 58 downloads last month - 21 stars on GitHub - 2 maintainers
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Explainable prediction of EC numbers using a multilayer perceptron.6 versions - Latest release: 7 months ago - 91 downloads last month - 16 stars on GitHub - 1 maintainer
Top 7.4% on pypi.org
23 versions - Latest release: 7 months ago - 3 dependent packages - 1 dependent repositories - 2.66 thousand downloads last month - 234 stars on GitHub - 2 maintainers
celltypist 1.6.2
A tool for semi-automatic cell type classification23 versions - Latest release: 7 months ago - 3 dependent packages - 1 dependent repositories - 2.66 thousand downloads last month - 234 stars on GitHub - 2 maintainers
Top 3.2% on pypi.org
24 versions - Latest release: 8 months ago - 18 dependent packages - 31 dependent repositories - 7.53 thousand downloads last month - 246 stars on GitHub - 1 maintainer
scanorama 1.7.4
Panoramic stitching of heterogeneous single cell transcriptomic data24 versions - Latest release: 8 months ago - 18 dependent packages - 31 dependent repositories - 7.53 thousand downloads last month - 246 stars on GitHub - 1 maintainer
fashion-clip 0.2.2
7 versions - Latest release: 8 months ago - 1 dependent repositories - 13.7 thousand downloads last month - 1 maintainerpyrovelocity 0.1.3
A multivariate RNA Velocity model to estimate future cell states with uncertainty using probabili...17 versions - Latest release: 9 months ago - 128 downloads last month - 35 stars on GitHub - 3 maintainers
Top 0.2% on pypi.org
90 versions - Latest release: 9 months ago - 426 dependent packages - 13,895 dependent repositories - 4.84 million downloads last month - 15,255 stars on GitHub - 2 maintainers
gensim 4.3.2 π°
Python framework for fast Vector Space Modelling90 versions - Latest release: 9 months ago - 426 dependent packages - 13,895 dependent repositories - 4.84 million downloads last month - 15,255 stars on GitHub - 2 maintainers
dnikit 2.0.0
Base Data and Network Introspection Kit (DNIKit) Library.1 version - Latest release: 10 months ago - 1 dependent repositories - 6.1 thousand downloads last month - 70 stars on GitHub - 1 maintainer
Top 3.9% on pypi.org
21 versions - Latest release: 11 months ago - 10 dependent packages - 32 dependent repositories - 5.83 thousand downloads last month - 131 stars on GitHub - 1 maintainer
bbknn 1.6.0
Batch balanced KNN21 versions - Latest release: 11 months ago - 10 dependent packages - 32 dependent repositories - 5.83 thousand downloads last month - 131 stars on GitHub - 1 maintainer
kanonym4text 1.1.5
k-anonymity for texts43 versions - Latest release: 11 months ago - 270 downloads last month - 1 stars on GitHub - 2 maintainers
cytofdr 0.3.1
CyTOF Dimension Reduction Framework8 versions - Latest release: 11 months ago - 1 dependent repositories - 56 downloads last month - 5 stars on GitHub - 1 maintainer
simsity 0.5.5
Super Simple Similarity Service13 versions - Latest release: 11 months ago - 1 dependent repositories - 163 downloads last month - 142 stars on GitHub - 1 maintainer
custom-guardrails 0.1.0
NeMo Guardrails is an open-source toolkit for easily adding programmable guardrails to LLM-based ...1 version - Latest release: 12 months ago - 22 downloads last month - 3,316 stars on GitHub - 1 maintainer
pyvecdb 0.1.2
A Python library for efficient similarity search using high-dimensional vectors.3 versions - Latest release: about 1 year ago - 13 downloads last month - 1 stars on GitHub - 1 maintainer
search-recommend-system 0.0.0.0.1 removed
<Basic desc>1 version - Latest release: about 1 year ago - 1 maintainer
amplo 0.17.0
Fully automated end to end machine learning pipeline152 versions - Latest release: about 1 year ago - 970 downloads last month - 0 stars on GitHub - 1 maintainer
deep-search-engine 0.0.9
DeepSearch image search engine9 versions - Latest release: over 1 year ago - 115 downloads last month - 0 stars on GitHub - 1 maintainer
Top 2.8% on pypi.org
15 versions - Latest release: over 1 year ago - 1 dependent package - 32 dependent repositories - 473 thousand downloads last month - 1,757 stars on GitHub - 2 maintainers
tensorflow-recommenders 0.7.3
Tensorflow Recommenders, a TensorFlow library for recommender systems.15 versions - Latest release: over 1 year ago - 1 dependent package - 32 dependent repositories - 473 thousand downloads last month - 1,757 stars on GitHub - 2 maintainers
Top 6.9% on pypi.org
31 versions - Latest release: over 1 year ago - 1 dependent package - 7 dependent repositories - 1.56 thousand downloads last month - 315 stars on GitHub - 1 maintainer
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Artificial neural network-driven visualization of high-dimensional data using triplets.31 versions - Latest release: over 1 year ago - 1 dependent package - 7 dependent repositories - 1.56 thousand downloads last month - 315 stars on GitHub - 1 maintainer
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A library for finding Vulgate references in Medieval Latin texts.1 version - Latest release: over 1 year ago - 1 dependent repositories - 36 downloads last month - 1 maintainer
all2vec 0.6.0
Store and compare high dimensional vectors6 versions - Latest release: almost 7 years ago - 1 dependent package - 1 dependent repositories - 96 downloads last month - 4 maintainers
Top 7.3% on pypi.org
44 versions - Latest release: almost 7 years ago - 2 dependent repositories - 576 downloads last month - 1,476 stars on GitHub - 1 maintainer
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Seldon Python Utilities44 versions - Latest release: almost 7 years ago - 2 dependent repositories - 576 downloads last month - 1,476 stars on GitHub - 1 maintainer