GitHub - keten-group/MEGA: Simulation and ML codes for MEGAs

Name		Name	Last commit message	Last commit date
Latest commit History 3 Commits
center_units		center_units
classification		classification
strength_toughness		strength_toughness
MEGA_classification.xlsx		MEGA_classification.xlsx
MEGA_cluster_config.xlsx		MEGA_cluster_config.xlsx
MEGA_strength_toughness.xlsx		MEGA_strength_toughness.xlsx
ML.ipynb		ML.ipynb
ML_based_Opt.ipynb		ML_based_Opt.ipynb
ML_based_Opt_newdata.ipynb		ML_based_Opt_newdata.ipynb
ML_newdata.ipynb		ML_newdata.ipynb
best_model.pth		best_model.pth
config_prediction.png		config_prediction.png
geometric_parameters_comparison_type_1.csv		geometric_parameters_comparison_type_1.csv
geometric_parameters_comparison_type_2.csv		geometric_parameters_comparison_type_2.csv
geometric_parameters_comparison_type_3.csv		geometric_parameters_comparison_type_3.csv
gp_type1_config.pth		gp_type1_config.pth
gp_type2_config.pth		gp_type2_config.pth
gp_type3_config.pth		gp_type3_config.pth
gpc_classifier.joblib		gpc_classifier.joblib
grid_results.json		grid_results.json
pareto_continuous.csv		pareto_continuous.csv
pareto_discrete_0.01grid.csv		pareto_discrete_0.01grid.csv
training_matrix.csv		training_matrix.csv
visual_config_prediction.py		visual_config_prediction.py
visualization.ipynb		visualization.ipynb