GitHub - computational-data-science/AML: Applied Machine Learning

This repo is for the course Applied Machine Learning.

Name		Name	Last commit message	Last commit date
Latest commit History 17 Commits
20241007WiederholungStatisticalModeling.ipynb		20241007WiederholungStatisticalModeling.ipynb
README.md		README.md
Woche 4_Data Prep.ipynb		Woche 4_Data Prep.ipynb
Woche2_introduction-to-decision-trees-titanic-dataset.ipynb		Woche2_introduction-to-decision-trees-titanic-dataset.ipynb
Woche2_sklearn_tree.ipynb		Woche2_sklearn_tree.ipynb
Woche2_tree_by_hand.ipynb		Woche2_tree_by_hand.ipynb
Woche3_Entropie_Infogewinn.ipynb		Woche3_Entropie_Infogewinn.ipynb
Woche3_sklearn_tree_metrics.ipynb		Woche3_sklearn_tree_metrics.ipynb
Woche5_ML Tuning.ipynb		Woche5_ML Tuning.ipynb
Woche6_randomforest.ipynb		Woche6_randomforest.ipynb
Woche7_xgboost.ipynb		Woche7_xgboost.ipynb
Woche8_FI_shap_lime.ipynb		Woche8_FI_shap_lime.ipynb
Woche9_neuralnetwork.ipynb		Woche9_neuralnetwork.ipynb
Woche9_validation.ipynb		Woche9_validation.ipynb
Woche_7_Iris.ipynb		Woche_7_Iris.ipynb
covid2.csv		covid2.csv
elastic_net.JPG		elastic_net.JPG
gender_submission.csv		gender_submission.csv
iris.JPG		iris.JPG
iris2.JPG		iris2.JPG
pred_maint_PV_test.csv		pred_maint_PV_test.csv
pred_maint_PV_train.csv		pred_maint_PV_train.csv
pred_maint_wind.csv		pred_maint_wind.csv
students_data.csv		students_data.csv
test.csv		test.csv
train.csv		train.csv

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