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

中文翻译：

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Lineax：JAX 和 Equinox 中的统一线性求解和线性最小二乘法

我们介绍 Lineax，这是一个为 JAX+Equinox 科学计算生态系统带来线性求解和线性最小二乘的库。Lineax 使用通用线性运算符，并将线性求解和最小二乘统一为单个可自动微分的 API。求解器和运算符是用户可扩展的，无需用户实现任何自定义导数规则即可获得可微性。Lineax 可在 https://github.com/google/lineax 上获取。