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TensorFlow Probability Optimizer python package.
Modules
convergence_criteria module: TensorFlow Probability convergence criteria for optimizations.
linesearch module: Line-search optimizers package.
Functions
bfgs_minimize(...): Applies the BFGS algorithm to minimize a differentiable function.
converged_all(...): Condition to stop when all batch members have converged or failed.
converged_any(...): Condition to stop when any batch member converges, or all have failed.
lbfgs_minimize(...): Applies the L-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.