Torchebm > Samplers > Gradient_descent

Contents

Classes

• GradientDescentSampler - Gradient descent sampler for energy-based models.
• NesterovSampler - Nesterov accelerated gradient sampler for energy-based models.

API Reference

torchebm.samplers.gradient_descent

Gradient-based optimization samplers.

First-order optimization methods for sampling from energy-based models by minimizing the energy function through gradient descent.