Open source repositories tagged with #mlops, ranked by health score.
Automated Machine Learning on Kubernetes
Always know what to expect from your data.
Kedro is a toolbox for production-ready data science. It uses software engineering best practices to help you create data engineering and data science pipelines that are reproducible, maintainable, and modular.
Weaviate is an open-source vector database that stores both objects and vectors, allowing for the combination of vector search with structured filtering with the fault tolerance and scalability of a cloud-native database.
LUPINE is a GPU over IP bridge allowing GPUs on remote machines to be attached to CPU-only machines.
Curate, Annotate, and Manage Your Data in LightlyStudio.
Open Lakehouse Format for Multimodal AI. Convert from Parquet in 2 lines of code for 100x faster random access, vector index, and data versioning. Compatible with Pandas, DuckDB, Polars, Pyarrow, and PyTorch with more integrations coming..
Free AI/ML course with 950+ Jupyter notebooks — Python, deep learning, LLMs, RAG, agents, prompt engineering, fine-tuning, MLOps
Community maintained hardware plugin for vLLM on Ascend
