Python tutorials

Exporting data

Learn how to stream the single-cell data and metadata from Census into your machine.

[NEW! 🚀] Using integrated embeddings and models

Tutorials that show you how to retrieve pre-calculated Census embeddings and use their associated models for your workflows.

Access Census embeddings.

Use the Census trained models.

Exploring human biology with Census embeddings.

Understanding Census data

Gain a better understanding on the nature of the Census data and how it’s organized.

Analyzing Census data

A few examples of relevant analysis pipelines with Census data.

Scalable computing

Demonstrations of memory-efficient compute workflows that leverage the streaming capabilities of Census.

Scalable machine learning

Learn about features to do data modeling directly from Census into machine learning toolkits.