Shells

One ecosystem, one tensor graph

Shells are reef packages that ride the Chelis runtime. Numeric work composes with the compiler's tensor graph instead of sitting beside it, so automatic differentiation flows through every one of them.

Core runtime

The runtime that ships in the compiler

Every shell rides the same tensor DAG, so automatic differentiation flows through all of them.

chelis-std

The compiler-bundled runtime: the elementwise ops and reductions every other shell builds on, shipped inside the compiler.

View on GitHub →

Numerical and data

Numbers and tables, typed end to end

nautilus

Numerical methods, statistics, and optimization in pure Chelis, with automatic differentiation flowing through every function.

View on GitHub →

coral

Typed dataframes whose columns are tensors, so a table pipeline composes with the tensor DAG instead of sitting beside it.

View on GitHub →

Machine learning

Models on a checkable substrate

school

Machine learning, expressed on the same typed tensor graph the compiler differentiates and checks.

View on GitHub →

Bridges

Bring code in from where it already lives

$octant glyph$

Domain shells

One ecosystem, one tensor graph

The runtime that ships in the compiler

chelis-std

Numbers and tables, typed end to end

nautilus

coral

Models on a checkable substrate

school

Bring code in from where it already lives

octant

calcify

hydronnx

c-earchin

Built for the fields that need the proof

shoals

whale

hull