# Parameter Tuning
Systematic methods to pick learning rates, precisions, and other knobs via grid/random search and adaptive controllers.
## Approaches
- Grid/Random/Quasi-random search
- Adaptive controllers (entropy targets for \(\gamma\))
- Bayesian optimization (see [[hyperparameter_optimization]])
## Links
- [[precision_parameter]]
- [[hyperparameter_optimization]]