HippoTrainer: Gradient-Based Hyperparameter Optimization for PyTorch

We release a Python library for gradient-based hyperparameter optimization, implementing cutting-edge algorithms that leverage automatic differentiation to efficiently tune hyperparameters.

March 2025 · 4 min · Daniil Dorin, Igor Ignashin, Nikita Kiselev, Andrey Veprikov