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github.com/astroautomata/PySR
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Functions
356 in github.com/astroautomata/PySR
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Functions
356
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Types & classes
31
Method
setUp
(self)
pysr/test/test_jax.py:14
Method
setUp
(self)
pysr/test/test_main.py:67
Method
setUp
(self)
pysr/test/test_main.py:1128
Method
setUp
(self)
pysr/test/test_main.py:1353
Method
setUp
(self)
pysr/test/test_main.py:1401
Method
setUp
(self)
pysr/test/test_main.py:1893
Method
setUp
(self)
pysr/test/test_main.py:2076
Method
setUp
(self)
pysr/test/test_autodiff.py:15
Method
setUp
(self)
pysr/test/test_torch.py:13
Method
supports_jax
(self)
pysr/expression_specs.py:79
Method
supports_jax
(self)
pysr/expression_specs.py:120
Method
supports_latex
(self)
pysr/expression_specs.py:83
Method
supports_latex
(self)
pysr/expression_specs.py:124
Method
supports_sympy
(self)
pysr/expression_specs.py:71
Method
supports_sympy
(self)
pysr/expression_specs.py:112
Method
supports_torch
(self)
pysr/expression_specs.py:75
Method
supports_torch
(self)
pysr/expression_specs.py:116
Method
tearDown
(self)
pysr/test/test_startup.py:177
Method
test_all_selection_strategies
(self)
pysr/test/test_main.py:1385
Method
test_avoid_simplification
(self)
pysr/test/test_jax.py:92
Method
test_avoid_simplification
(self)
pysr/test/test_torch.py:165
Method
test_bad_kwargs
(self)
pysr/test/test_main.py:1804
Method
test_bad_startup_options
(self)
pysr/test/test_startup.py:110
Method
test_bad_variable_names_fail
(self)
pysr/test/test_main.py:1790
Method
test_batch_size_negative_warning
Test that batch_size < 1 gives a warning for integers only.
pysr/test/test_main.py:1674
Method
test_batching_auto
Test that batching='auto' works correctly.
pysr/test/test_main.py:1659
Method
test_best
(self)
pysr/test/test_main.py:1367
Method
test_best_lambda
(self)
pysr/test/test_main.py:1379
Method
test_best_tex
(self)
pysr/test/test_main.py:1376
Method
test_comparison_operator
(self)
pysr/test/test_main.py:1059
Method
test_complex_equations_anonymous_stop
(self)
pysr/test/test_main.py:551
Method
test_complex_variable_names
(self)
pysr/test/test_main.py:2303
Method
test_constant_arguments
(self)
pysr/test/test_torch.py:195
Method
test_constraints_n_arity_validation
(self)
pysr/test/test_main.py:1092
Method
test_custom_operator
(self)
pysr/test/test_torch.py:120
Method
test_custom_variable_complexity
(self)
pysr/test/test_main.py:453
Method
test_custom_variable_names_guesses
(self)
pysr/test/test_main.py:1145
Method
test_deprecated_functions
(self)
pysr/test/test_main.py:1716
Method
test_deprecation
Ensure that deprecation works as expected. This should give a warning, and sets the correct value.
pysr/test/test_main.py:1696
Method
test_deterministic_errors
Setting deterministic without random_state should error
pysr/test/test_main.py:1766
Method
test_deterministic_warnings
Ensure that warnings are given for determinism
pysr/test/test_main.py:1755
Method
test_dimensional_constraints
(self)
pysr/test/test_main.py:2087
Method
test_eager_mode_fails_directly
(self)
pysr/test/test_startup.py:213
Method
test_elementwise_loss_float32_fit_accepts_strictly_typed_loss
(self)
pysr/test/test_main.py:326
Method
test_elementwise_loss_float32_probe_accepts_strictly_typed_loss
(self)
pysr/test/test_main.py:316
Method
test_elementwise_loss_with_weights_accepts_three_args
(self)
pysr/test/test_main.py:298
Method
test_elementwise_loss_with_weights_requires_three_args
(self)
pysr/test/test_main.py:279
Method
test_elementwise_loss_wrong_signature_errors_early
Validate `elementwise_loss` signature (prediction, target[, weights]).
pysr/test/test_main.py:261
Method
test_empty_guesses_single_output
(self)
pysr/test/test_main.py:1296
Method
test_empty_operators_single_input_warm_start
(self)
pysr/test/test_main.py:566
Method
test_empty_parameters_case
(self)
pysr/test/test_main.py:2334
Method
test_error_message_both_variable_complexity
(self)
pysr/test/test_main.py:498
Method
test_error_message_custom_variable_complexity
(self)
pysr/test/test_main.py:487
Method
test_extra_sympy_mappings_undefined
extra_sympy_mappings=None errors for custom operators
pysr/test/test_main.py:1774
Method
test_feature_selection
(self)
pysr/test/test_main.py:1404
Method
test_feature_selection_custom_operators
(self)
pysr/test/test_jax.py:120
Method
test_feature_selection_custom_operators
(self)
pysr/test/test_torch.py:221
Method
test_feature_selection_handler
(self)
pysr/test/test_main.py:1410
Method
test_from_file_requires_operator_configuration
(self)
pysr/test/test_main.py:1732
Method
test_get_batch_size
Test the _get_batch_size function.
pysr/test/test_main.py:1637
Method
test_guesses_use_zero_based_indexing
(self)
pysr/test/test_main.py:1252
Method
test_help_on_all_commands
(self)
pysr/test/test_cli.py:17
Method
test_help_on_install
(self)
pysr/test/test_cli.py:32
Method
test_help_on_test
(self)
pysr/test/test_cli.py:49
Method
test_high_dim_selection_early_stop
(self)
pysr/test/test_main.py:687
Method
test_high_precision_search_custom_loss
(self)
pysr/test/test_main.py:163
Method
test_include_score
(self)
pysr/test/test_main.py:1961
Method
test_index_selection
(self)
pysr/test/test_main.py:1370
Method
test_invalid_batch_size_corrects_and_warns
(self)
pysr/test/test_main.py:1555
Method
test_invalid_multi_output_format_guesses
(self)
pysr/test/test_main.py:1204
Method
test_issue_656
(self)
pysr/test/test_jax.py:107
Method
test_issue_656
(self)
pysr/test/test_torch.py:184
Method
test_issue_666
(self)
pysr/test/test_main.py:1872
Method
test_jl_function_error
(self)
pysr/test/test_main.py:806
Method
test_julia_error_triggers_fallback
(self)
pysr/test/test_startup.py:191
Method
test_last_equation
(self)
pysr/test/test_main.py:1975
Method
test_latex_break_long_equation
Test that we can break a long equation inside the table
pysr/test/test_main.py:2045
Method
test_latex_float_precision
Test that we can print latex expressions with custom precision
pysr/test/test_main.py:2023
Method
test_linear_relation
(self)
pysr/test/test_main.py:80
Method
test_linear_relation_named
(self)
pysr/test/test_main.py:90
Method
test_linear_relation_weighted_bumper
(self)
pysr/test/test_main.py:99
Method
test_load_all_packages
Test we can load all packages at once.
pysr/test/test_main.py:1632
Method
test_load_model
See if we can load a ran model from the equation file.
pysr/test/test_main.py:706
Method
test_load_model_simple
(self)
pysr/test/test_main.py:768
Method
test_load_model_with_operators_dict
(self)
pysr/test/test_main.py:734
Method
test_loss_function_expression_elementwise_signature_errors_early
Validate `loss_function_expression` signature (expression, dataset, options).
pysr/test/test_main.py:351
Method
test_loss_function_expression_wrong_signature_errors_early
(self)
pysr/test/test_main.py:388
Method
test_loss_function_noncallable_errors_early
Issue #982: non-callable loss_function (e.g. '1.0') errors early.
pysr/test/test_main.py:202
Method
test_loss_function_valid_full_objective_runs
Issue #982: a valid (tree, dataset, options) objective is accepted.
pysr/test/test_main.py:220
Method
test_loss_function_varargs_objective_runs
(self)
pysr/test/test_main.py:241
Method
test_loss_function_with_elementwise_signature_errors_early
Issue #982: elementwise (prediction, target) loss passed via loss_function errors.
pysr/test/test_main.py:184
Method
test_loss_function_wrong_signature_errors_early
(self)
pysr/test/test_main.py:370
Method
test_maximum_parameters_expressions
(self)
pysr/test/test_main.py:2340
Method
test_mixed_parameter_types
(self)
pysr/test/test_main.py:2318
Method
test_mod_mapping
(self)
pysr/test/test_torch.py:102
Method
test_multi_output
(self)
pysr/test/test_main.py:1987
Method
test_multi_output_guesses
(self)
pysr/test/test_main.py:1157
Method
test_multi_output_template_expression_guesses
(self)
pysr/test/test_main.py:1185
Method
test_multiline_seval
(self)
pysr/test/test_main.py:153
Method
test_multioutput_custom_operator_quiet_custom_complexity
(self)
pysr/test/test_main.py:420
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