optimagic is a Python package for numerical optimization. It is a unified interface to optimizers from SciPy, NlOpt and other packages. optimagic's minimize function works just like SciPy's, so you ...

Estimagic is a Python package for nonlinear optimization with or without constraints. It is particularly suited to solve difficult nonlinear estimation problems. On top, it provides functionality to ...

Abstract: We present auto_diff, a package that performs automatic differentiation of numerical Python code. auto_diff overrides Python's NumPy package's functions, augmenting them with seamless ...

🚀 Excited to Share My Latest Project: Auto Differentiation Library! 🚀 I recently developed an Auto Differentiation Library in Python, inspired by frameworks like PyTorch. This library enables ...

I'm excited to share my latest article, "A Practical Guide to Automatic Differentiation in Python: Implementing from Scratch and Exploring Alternative Strategies." This comprehensive guide delves into ...