GitHub - DohaoSTR/stroke_analysis: Stroke analysis, dataset - https://www.kaggle.com/datasets/fedesoriano/stroke-prediction-dataset. For analysis i used: mlp classifier, k-means clustering, k-neighbors classifier. Libraries: tensorflow, scikit-learn.

DohaoSTR / stroke_analysis Public

Stroke analysis, dataset - https://www.kaggle.com/datasets/fedesoriano/stroke-prediction-dataset. For analysis i used: mlp classifier, k-means clustering, k-neighbors classifier. Libraries: tensorflow, scikit-learn.

Name		Name	Last commit message	Last commit date
Latest commit History 2 Commits
.gitignore		.gitignore
check_emissions.py		check_emissions.py
class_clustering.py		class_clustering.py
clustering_info.py		clustering_info.py
convert_categorical_features.py		convert_categorical_features.py
dataset_columns_compare.py		dataset_columns_compare.py
delete_nulls.py		delete_nulls.py
get_cluster_numbers.py		get_cluster_numbers.py
get_neighbors_number.py		get_neighbors_number.py
get_tree_depth.py		get_tree_depth.py
k_means_clustering.py		k_means_clustering.py
k_neighbors_classification.py		k_neighbors_classification.py
stroke_eng.xlsx		stroke_eng.xlsx
stroke_rus.xlsx		stroke_rus.xlsx
stroke_rus_cleaned.xlsx		stroke_rus_cleaned.xlsx
stroke_rus_emissions.xlsx		stroke_rus_emissions.xlsx
stroke_rus_processed.xlsx		stroke_rus_processed.xlsx
tensor_mlp.py		tensor_mlp.py
tree_decision_classification.py		tree_decision_classification.py