Use the vitals package with ellmer to evaluate and compare the accuracy of LLMs, including writing evals to test local models ...

The transition from toddler to student is one of the most significant developmental leaps in a human life. Most kids spend over a decade in the educational system, and adapting to it quickly is ...

Abstract: Training machine learning models often involves solving high-dimensional stochastic optimization problems, where stochastic gradient-based algorithms are hindered by slow convergence.

The Proteus Actuarial Library (PAL) is a fast, lightweight framework for building simulation-based actuarial and financial models. It handles complex statistical dependencies using copulas while ...

Abstract: Deep learning techniques have shown promise in various domains. However, traditional methods can only demonstrate their universal approximation capability from an existential perspective, ...