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We introduce Lineax, a library bringing linear solves and linearleast-squares to the JAX+Equinox scientific computing ecosystem. Lineax usesgeneral linear operators, and unifies linear solves and least-squares into asingle, autodifferentiable API. Solvers and operators are user-extensible,without requiring the user to implement any custom derivative rules to getdifferentiability. Lineax is available at https://github.com/google/lineax.

Lineax: unified linear solves and linear least-squares in JAX and Equinox