Expand description
General implementation of the ES strategy described in https://arxiv.org/pdf/1703.03864.pdf.
Structs§
- Adam
- Adam Optimizer, with possibility of using AdaBound
- Adamax
- Adamax Optimizer
- ES
- Evolution-Strategy optimizer class. Optimizes given parameters towards a maximum evaluation-score.
- Lookahead
- Lookahead optimizer on top of other optimizers
- RAdam
- RAdam Optimizer (Rectified Adam)
- SGD
- SGD Optimizer, which actually is SGA here (stochastic gradient ascent) Momentum and weight decay is available
Traits§
- Evaluator
- Definition of standard evaluator trait.
- Optimizer
- Definition of the optimizer traits, to dynamically allow different optimizers
Functions§
- gen_
rnd_ vec - Generate a vector of random numbers with 0 mean and std std, normally distributed. Using standard thread_rng.
Type Aliases§
- Float
- This crate’s float type to use.