pecos
citrus
Our great sponsors
pecos | citrus | |
---|---|---|
1 | 1 | |
490 | 93 | |
0.8% | - | |
6.8 | 7.6 | |
11 days ago | 28 days ago | |
Python | Python | |
Apache License 2.0 | Apache License 2.0 |
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
pecos
-
Multi label classification on sparse labels
Code: https://github.com/amzn/pecos
citrus
-
Created a smol vector database in my free time. Looking to provide a LangChain integration soon!
It supports all the basic features like creating an index, inserting vectors and searching through them. Here's the GitHub link if anyone's interested in going over it: https://github.com/0xDebabrata/citrus
What are some alternatives?
Machine-Learning-Collection - A resource for learning about Machine learning & Deep Learning
pgANN - Fast Approximate Nearest Neighbor (ANN) searches with a PostgreSQL database.
nni - An open source AutoML toolkit for automate machine learning lifecycle, including feature engineering, neural architecture search, model compression and hyper-parameter tuning.
vector-db-benchmark - Framework for benchmarking vector search engines
m2cgen - Transform ML models into a native code (Java, C, Python, Go, JavaScript, Visual Basic, C#, R, PowerShell, PHP, Dart, Haskell, Ruby, F#, Rust) with zero dependencies
vector-search-compilation - A compilation of Vector Search Databases
vald - Vald. A Highly Scalable Distributed Vector Search Engine
awesome-vector-database - A curated list of awesome works related to high dimensional structure/vector search & database
qdrant - Qdrant - High-performance, massive-scale Vector Database for the next generation of AI. Also available in the cloud https://cloud.qdrant.io/
pynndescent - A Python nearest neighbor descent for approximate nearest neighbors
Milvus - A cloud-native vector database, storage for next generation AI applications