Learn how gradient descent really works by building it step by step in Python. No libraries, no shortcuts—just pure math and code made simple.

Learn how to implement SGD with momentum from scratch in Python—boost your optimization skills for deep learning.

Our stain separation cost function incorporates a smooth total variation regularization and is minimized by using a projected gradient algorithm. To enhance computational efficiency and enable ...

The monograph also includes algorithms that either estimate the gradient in gradient-based schemes or estimate both the gradient and the Hessian in Newton-type procedures using random direction ...

OpenAlpha_Evolve is an open-source Python framework inspired by the groundbreaking research on autonomous coding agents like DeepMind's AlphaEvolve.

This project contains a collection of Python examples and resources for conducting data science research. It is designed to help researchers and data enthusiasts explore various techniques, tools, and ...