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COMPANY · ENTITY #1827

TensorFlow

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2

RESEARCH · 1 SOURCE · Google Research

Croissant 1.0: a schema.org-based metadata format for ML-ready datasets, with support from major dataset hosts and frameworks

Croissant is a new ML-oriented metadata format (v1.0) built on schema.org that standardizes description and organization of datasets without changing underlying file formats. The release includes a spec, example datasets, an open-source Python validator/consumer/generator, a visual editor, and a Responsible AI (RAI) vocabulary extension, and is being adopted by Kaggle, Hugging Face, OpenML, indexed by Dataset Search, and made loadable in major frameworks via TensorFlow Datasets.

7.0

CODING · 1 SOURCE · Google Research

Google releases TensorFlow GNN 1.0 for production-scale graph neural networks

Google announces TensorFlow GNN 1.0 (TF-GNN), a production-tested library for building and training graph neural networks in TensorFlow with first-class GraphTensor support, Keras integration, and flexible dynamic or batch subgraph sampling—scalable from interactive Colab use to distributed sampling via Apache Beam for datasets of up to hundreds of millions of nodes and billions of edges.

7.0