evopt

User Guide:

  • Getting Started
  • Tutorials

Public API:

  • Sampling (evopt.sampler)
  • Optimization (evopt.optimizer)
  • Symbolic Regression (evopt.derive)
  • Plotting (evopt.plotting)

Internal API:

  • Base optimizer (evopt.base_optimizer)
  • CMAES optimizer (evopt.cma_optimizer)
  • Directory Manager (evopt.directory_manager)
  • Loss functions (evopt.loss)
  • Slurm HPC executor (evopt.slurm_executor)
  • Helpers (evopt.utils)
evopt
  • Index

Index

_ | B | D | E | F | M | N | O | P | R | S | T | U | Y

_

  • __init__() (evopt.derive.Derive method)

B

  • best_equation (evopt.derive.Derive attribute)
  • binary_operators (evopt.derive.Derive attribute)

D

  • Derive (class in evopt.derive)

E

  • evolve_dir_path (evopt.derive.Derive attribute)

F

  • fit() (evopt.derive.Derive method)

M

  • max_size (evopt.derive.Derive attribute)

N

  • n_iterations (evopt.derive.Derive attribute)

O

  • optimize() (in module evopt.optimizer)

P

  • parameters (evopt.derive.Derive attribute)
  • parity_plot() (evopt.derive.Derive method)
  • plot_epochs() (evopt.plotting.Plotting static method)
  • plot_vars() (evopt.plotting.Plotting static method)
  • Plotting (class in evopt.plotting)
  • population_size (evopt.derive.Derive attribute)
  • predict() (evopt.derive.Derive method)

R

  • results_csv_path (evopt.derive.Derive attribute)

S

  • sample() (in module evopt.sampler)
  • save_dir (evopt.derive.Derive attribute)
  • sympymappings (evopt.derive.Derive attribute)

T

  • target_variable (evopt.derive.Derive attribute)

U

  • unary_operators (evopt.derive.Derive attribute)

Y

  • y_pred (evopt.derive.Derive attribute)

© Copyright 2025, Roberto Hart-Villamil.

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