
PyTorch-BigGraph: PBG is a distributed system for creating embeddings of very large graphs with billions of entities and trillions of edges. It includes support for sharding and negative sampling and it offers sample use cases based on Wikidata embeddings.
Google AI Platform Notebooks: AI Platform Notebooks is a new, hosted JupyterLab service from Google Cloud Platform. Data scientists can quickly create virtual machines running JupyterLab with the latest version of PyTorch preinstalled. It is also tightly integrated with GCP services such as BigQuery, Cloud Dataproc, Cloud Dataflow, and AI Factory, making it easy to execute the full ML cycle without ever leaving JupyterLab.

We’re also excited to see many interesting new projects from the broader PyTorch community. Highlights include: