TensorFlow Probability Optimizer python package.
Modules
linesearch
module: Line-search optimizers package.
Classes
class StochasticGradientLangevinDynamics
: An optimizer module for stochastic gradient Langevin dynamics.
class VariationalSGD
: An optimizer module for constant stochastic gradient descent.
Functions
bfgs_minimize(...)
: Applies the BFGS algorithm to minimize a differentiable function.
nelder_mead_minimize(...)
: Minimum of the objective function using the Nelder Mead simplex algorithm.
nelder_mead_one_step(...)
: A single iteration of the Nelder Mead algorithm.