LF AI & Data Foundation

Foundation · Part of Linux Foundation since 2018-03-26

24 catalogued repositories · 187K stars

Mostly:

Search Engines & Vector Databases 5 MLOps & Model Deployment 4 Models & Research Code 3

GitHub:

onnx horovod milvus-io feast-dev docling-project unitycatalog

LF AI & Data Foundation owns at least 24 repositories in the GitGenius catalogue, with about 187K stars combined. Its most-starred are docling, milvus and onnx, and its largest categories are Search Engines & Vector Databases, MLOps & Model Deployment and Models & Research Code. These counts are a floor, not a total: LF AI & Data Foundation owns repositories we have not catalogued, and work published under an individual's own account is never attributed to their employer. How this is built.

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docling

by docling-project

Total Stargazers:69,062

Total Subscribers:230

Get your documents ready for gen AI

milvus

by milvus-io

Total Stargazers:46,417

Total Subscribers:348

Milvus is a high-performance, cloud-native vector database built for scalable vector ANN search

onnx

by onnx

Total Stargazers:21,599

Total Subscribers:422

Open standard for machine learning interoperability

horovod

by horovod

Total Stargazers:14,679

Total Subscribers:322

Distributed training framework for TensorFlow, Keras, PyTorch, and Apache MXNet.

models

by onnx

Total Stargazers:9,821

Total Subscribers:204

A collection of pre-trained, state-of-the-art models in the ONNX format

feast

by feast-dev

Total Stargazers:7,337

Total Subscribers:88

The Open Source Feature Store for AI/ML

tutorials

by onnx

Total Stargazers:3,721

Total Subscribers:126

Tutorials for creating and using ONNX models

unitycatalog

by unitycatalog

Total Stargazers:3,551

Total Subscribers:51

Open, Multi-modal Catalog for Data & AI

onnx-tensorrt

by onnx

Total Stargazers:3,242

Total Subscribers:62

ONNX-TensorRT: TensorRT backend for ONNX

bootcamp

by milvus-io

Total Stargazers:2,449

Total Subscribers:37

Dealing with all unstructured data, such as reverse image search, audio search, molecular search, video analysis, question and answer systems, NLP, etc.

docling-serve

by docling-project

Total Stargazers:1,868

Total Subscribers:16

Running Docling as an API service

pymilvus

by milvus-io

Total Stargazers:1,417

Total Subscribers:16

Python SDK for Milvus Vector Database

milvus-sdk-java

by milvus-io

Total Stargazers:500

Total Subscribers:10

Java SDK for Milvus.

milvus-lite

by milvus-io

Total Stargazers:465

Total Subscribers:14

A lightweight version of Milvus

docling-core

by docling-project

Total Stargazers:294

Total Subscribers:9

Docling core data types and transformations

feast-workshop

by feast-dev

Total Stargazers:105

Total Subscribers:9

A workshop with several modules to help learn Feast, an open-source feature store

feast-aws-credit-scoring-tutorial

by feast-dev

Total Stargazers:76

Total Subscribers:3

Feast AWS guide using Redshift / Spectrum / DynamoDB to build a credit scoring model

ir-py

by onnx

Total Stargazers:50

Total Subscribers:6

Efficient in-memory representation for ONNX, in Python

docling-workshops

by docling-project

Total Stargazers:45

Total Subscribers:0

Docling workshops

talon

by milvus-io

Total Stargazers:28

Total Subscribers:2

A distributed object store cache written in Rust

feast-gcp-fraud-tutorial

by feast-dev

Total Stargazers:17

Total Subscribers:1

Resources backing the Feast fraud tutorial on GCP

feast-gcp-driver-ranking-tutorial

by feast-dev

Total Stargazers:15

Total Subscribers:2

Feast GCP tutorial using BigQuery / Datastore to train / serve a driver ranking model

community

by docling-project

Total Stargazers:9

Total Subscribers:3

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feast-ci-repo-example

by feast-dev

Total Stargazers:7

Total Subscribers:2

Example of how to structure Feast feature repositories & CI for production

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