Mars is a tensor-based unified framework for large-scale data computation which scales numpy, pandas, scikit-learn and Python functions.
Made pandas and SQL APIs work seamlessly together, with out-of-core and distributed capabilities.
Xinference provides a restful client for managing and accessing models programmatically.