SkyPilot: Run AI and batch jobs on any infra (Kubernetes or 14+ clouds). Get unified execution, cost savings, and high GPU availability via a simple interface.

Open-source vector similarity search for Postgres

The Federated Model Aggregation (FMA) Service is a collection of installable python components that make up the generic workflow/infrastructure needed for federated learning.

Pandas, Polars, Spark, and Snowpark DataFrame comparison for humans and more!

Capture all information throughout your model's development in a reproducible way and tie results directly to the model code!

Always know what to expect from your data.

Evaluating XAI methods through ablation studies.

Generating complex, nonlinear datasets appropriate for use with deep learning/black box models which 'need' nonlinearity


What's in your data? Extract schema, statistics and entities from datasets