MechPropModels

Applying machine learning models to mechanical properties predictions

0: Organizes and formats datasets. Saves data in pandas dataframes and featurized dataets 1: Generates and tests models

Name		Name	Last commit message	Last commit date
Latest commit History 8 Commits
.ipynb_checkpoints		.ipynb_checkpoints
datasets		datasets
manuscript		manuscript
results		results
ryan's code		ryan's code
.gitattributes		.gitattributes
0_MaterialsAPI_Data.ipynb		0_MaterialsAPI_Data.ipynb
0_format_merge_data.ipynb		0_format_merge_data.ipynb
1_density_model.ipynb		1_density_model.ipynb
1_youngs_model.ipynb		1_youngs_model.ipynb
2_MaterialsAPI_Data.ipynb		2_MaterialsAPI_Data.ipynb
3_densityMAPI_model.ipynb		3_densityMAPI_model.ipynb
4_density_model_comparison.ipynb		4_density_model_comparison.ipynb
5_model_interpretability.ipynb		5_model_interpretability.ipynb
FeatureNotes.txt		FeatureNotes.txt
FeaturizationErrors.ipynb		FeaturizationErrors.ipynb
MechPropNotes.txt		MechPropNotes.txt
README.md		README.md
youngs_errorHistogram.png		youngs_errorHistogram.png

Provide feedback