Quantitative prediction of inorganic nanomaterial cellular toxicity via Machine Learning.
Directory basic_models contains Python files for models seen during model selection process.
Directory final_model contains Python file ligthgbm_model.py - the main result of the work, and the dataset for model training and evaluation.
Directory statistics contains Python file stats.py, in which statistical analysis is performed.