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7-22-2024-1045
7-22-2024-1045
 
 
__pycache__
__pycache__
 
 
all_params
all_params
 
 
cut parameter files
cut parameter files
 
 
datasets
datasets
 
 
dso_paper_datasets pysr_1
dso_paper_datasets pysr_1
 
 
7-16-1330pm training graph.png
7-16-1330pm training graph.png
 
 
Homework2_ImstepfBrandon.ipynb
Homework2_ImstepfBrandon.ipynb
 
 
calculate_errors.py
calculate_errors.py
 
 
compare_csv.py
compare_csv.py
 
 
compare_csv_detransform.py
compare_csv_detransform.py
 
 
compare_csvs.txt
compare_csvs.txt
 
 
complexity_vs_nmse.png
complexity_vs_nmse.png
 
 
create_function_csv.py
create_function_csv.py
 
 
create_function_csv_v2.py
create_function_csv_v2.py
 
 
create_function_csv_v3.py
create_function_csv_v3.py
 
 
create_function_csv_v4.py
create_function_csv_v4.py
 
 
csv_test_validation_split.py
csv_test_validation_split.py
 
 
dataset_plots.py
dataset_plots.py
 
 
final_figure_v3.png
final_figure_v3.png
 
 
final_figure_v3.py
final_figure_v3.py
 
 
final_figure_v3_11-count.png
final_figure_v3_11-count.png
 
 
final_figure_v4.png
final_figure_v4.png
 
 
final_figure_v4.py
final_figure_v4.py
 
 
final_figure_v4_b_bootstrap_dist.png
final_figure_v4_b_bootstrap_dist.png
 
 
final_figure_v4_b_scatter.png
final_figure_v4_b_scatter.png
 
 
final_figure_v4_d_bars.png
final_figure_v4_d_bars.png
 
 
final_figure_v4_d_dots.png
final_figure_v4_d_dots.png
 
 
final_figure_v4_d_pareto_scatter.png
final_figure_v4_d_pareto_scatter.png
 
 
final_figure_v4_d_residuals.png
final_figure_v4_d_residuals.png
 
 
final_figure_v4_d_table.png
final_figure_v4_d_table.png
 
 
final_figure_v4_lines.png
final_figure_v4_lines.png
 
 
final_figure_v4_noline.png
final_figure_v4_noline.png
 
 
final_figure_v6.png
final_figure_v6.png
 
 
flux_n_histogram.py
flux_n_histogram.py
 
 
graph_against_true.py
graph_against_true.py
 
 
graph_against_true_v2.py
graph_against_true_v2.py
 
 
graph_against_true_v3.py
graph_against_true_v3.py
 
 
graph_against_true_v4.py
graph_against_true_v4.py
 
 
graph_against_true_v5.py
graph_against_true_v5.py
 
 
linear_regression.py
linear_regression.py
 
 
mse_comparison.png
mse_comparison.png
 
 
parameter_set_cutter_v2.py
parameter_set_cutter_v2.py
 
 
plot_loglog_complexity_vs_error.py
plot_loglog_complexity_vs_error.py
 
 
pysr_config.json
pysr_config.json
 
 
pysr_data_processor_v2.py
pysr_data_processor_v2.py
 
 
pysr_final_figure_v4.png
pysr_final_figure_v4.png
 
 
pysr_final_figure_v5.png
pysr_final_figure_v5.png
 
 
pysr_final_figure_v7.png
pysr_final_figure_v7.png
 
 
pysr_train_v3.jl
pysr_train_v3.jl
 
 
pysr_train_v9.py
pysr_train_v9.py
 
 
qual_graph_practice.py
qual_graph_practice.py
 
 
readme_pysr_runmodes.md
readme_pysr_runmodes.md
 
 
regression_benchmark_functions.py
regression_benchmark_functions.py
 
 
remove_columns.py
remove_columns.py
 
 
stat_plots.py
stat_plots.py
 
 
test.py
test.py
 
 

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Code repo for my contributions to the Sindi/Raj project regarding utilizing DSO to create symbolic functions.

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