projx
projx is an open-source framework for data processing and machine learning workflow orchestration. It provides modular components for data ingestion, transformation, model training, evaluation, and deployment, with a focus on reproducibility and extensibility.
Origin and governance: projx was initiated in 2016 by a consortium of universities and industry partners. It
Architecture: The core engine is modular, featuring a plugin system for data connectors, compute backends, and
Features: It includes data connectors, transformation steps, experiment tracking, lineage, and a model registry. It offers
Adoption and reception: projx is used in research labs and industry for building reproducible ML pipelines.