├── README.md ├── codes ├── demo_ML_training.py ├── explore_data.py ├── func_tmp.py ├── paper_SI_hypertune.py ├── paper_train_model.py └── readme.md └── figs ├── counts_vs_elements.png ├── fig2.png ├── fig3.png ├── fig4.png ├── fig5.png └── table2.png /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mathsphy/high-entropy-alloys-dataset-ML/HEAD/README.md -------------------------------------------------------------------------------- /codes/demo_ML_training.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mathsphy/high-entropy-alloys-dataset-ML/HEAD/codes/demo_ML_training.py -------------------------------------------------------------------------------- /codes/explore_data.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mathsphy/high-entropy-alloys-dataset-ML/HEAD/codes/explore_data.py -------------------------------------------------------------------------------- /codes/func_tmp.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mathsphy/high-entropy-alloys-dataset-ML/HEAD/codes/func_tmp.py -------------------------------------------------------------------------------- /codes/paper_SI_hypertune.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mathsphy/high-entropy-alloys-dataset-ML/HEAD/codes/paper_SI_hypertune.py -------------------------------------------------------------------------------- /codes/paper_train_model.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mathsphy/high-entropy-alloys-dataset-ML/HEAD/codes/paper_train_model.py -------------------------------------------------------------------------------- /codes/readme.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mathsphy/high-entropy-alloys-dataset-ML/HEAD/codes/readme.md -------------------------------------------------------------------------------- /figs/counts_vs_elements.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mathsphy/high-entropy-alloys-dataset-ML/HEAD/figs/counts_vs_elements.png -------------------------------------------------------------------------------- /figs/fig2.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mathsphy/high-entropy-alloys-dataset-ML/HEAD/figs/fig2.png -------------------------------------------------------------------------------- /figs/fig3.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mathsphy/high-entropy-alloys-dataset-ML/HEAD/figs/fig3.png -------------------------------------------------------------------------------- /figs/fig4.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mathsphy/high-entropy-alloys-dataset-ML/HEAD/figs/fig4.png -------------------------------------------------------------------------------- /figs/fig5.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mathsphy/high-entropy-alloys-dataset-ML/HEAD/figs/fig5.png -------------------------------------------------------------------------------- /figs/table2.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mathsphy/high-entropy-alloys-dataset-ML/HEAD/figs/table2.png --------------------------------------------------------------------------------