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