Spaces:
Running
Running
| - The Algorithm: | |
| - Creating the Search Space: | |
| - binary_operators | |
| - unary_operators | |
| - maxsize | |
| - maxdepth | |
| - Setting the Search Size: | |
| - niterations | |
| - populations | |
| - population_size | |
| - ncycles_per_iteration | |
| - The Objective: | |
| - elementwise_loss | |
| - loss_function | |
| - model_selection | |
| - dimensional_constraint_penalty | |
| - Working with Complexities: | |
| - parsimony | |
| - constraints | |
| - nested_constraints | |
| - complexity_of_operators | |
| - complexity_of_constants | |
| - complexity_of_variables | |
| - warmup_maxsize_by | |
| - use_frequency | |
| - use_frequency_in_tournament | |
| - adaptive_parsimony_scaling | |
| - should_simplify | |
| - Mutations: | |
| - weight_add_node | |
| - weight_insert_node | |
| - weight_delete_node | |
| - weight_do_nothing | |
| - weight_mutate_constant | |
| - weight_mutate_operator | |
| - weight_swap_operands | |
| - weight_randomize | |
| - weight_simplify | |
| - weight_optimize | |
| - crossover_probability | |
| - annealing | |
| - alpha | |
| - perturbation_factor | |
| - skip_mutation_failures | |
| - Tournament Selection: | |
| - tournament_selection_n | |
| - tournament_selection_p | |
| - Constant Optimization: | |
| - optimizer_algorithm | |
| - optimizer_nrestarts | |
| - optimize_probability | |
| - optimizer_iterations | |
| - should_optimize_constants | |
| - Migration between Populations: | |
| - fraction_replaced | |
| - fraction_replaced_hof | |
| - migration | |
| - hof_migration | |
| - topn | |
| - Data Preprocessing: | |
| - denoise | |
| - select_k_features | |
| - Stopping Criteria: | |
| - max_evals | |
| - timeout_in_seconds | |
| - early_stop_condition | |
| - Performance and Parallelization: | |
| - procs | |
| - multithreading | |
| - cluster_manager | |
| - heap_size_hint_in_bytes | |
| - batching | |
| - batch_size | |
| - precision | |
| - fast_cycle | |
| - turbo | |
| - enable_autodiff | |
| - Determinism: | |
| - random_state | |
| - deterministic | |
| - warm_start | |
| - Monitoring: | |
| - verbosity | |
| - update_verbosity | |
| - print_precision | |
| - progress | |
| - Environment: | |
| - temp_equation_file | |
| - tempdir | |
| - delete_tempfiles | |
| - update | |
| - Exporting the Results: | |
| - equation_file | |
| - output_jax_format | |
| - output_torch_format | |
| - extra_sympy_mappings | |
| - extra_torch_mappings | |
| - extra_jax_mappings | |