Machine Learning Examples

15 files

01_linear_regression.ipynb

01_linear_regression.ipynb
json

02_logistic_regression.ipynb

02_logistic_regression.ipynb
json

03_model_evaluation.ipynb

03_model_evaluation.ipynb
json

04_cross_validation.ipynb

04_cross_validation.ipynb
json

05_preprocessing.ipynb

05_preprocessing.ipynb
json

06_decision_tree.ipynb

06_decision_tree.ipynb
json

07_random_forest.ipynb

07_random_forest.ipynb
json

08_xgboost_lightgbm.ipynb

08_xgboost_lightgbm.ipynb
json

09_svm.ipynb

09_svm.ipynb
json

10_knn_naive_bayes.ipynb

10_knn_naive_bayes.ipynb
json

11_clustering.ipynb

11_clustering.ipynb
json

12_pca.ipynb

12_pca.ipynb
json

13_pipeline.ipynb

13_pipeline.ipynb
json

14_kaggle_project.ipynb

14_kaggle_project.ipynb
json

README.md

README.md
markdown