[ML] Machine Learning Lab Practice Archiving

** 2022-2 수강한 Machine Learning 수업에서 배웠던 실습 코드들 아카이빙용 게시글

 

Lab1 - Linear Regression / Logistic Regression / Naive Bayes 

lab1_logistic_regression.ipynb

0.04MB

lab1_naive_bayes.ipynb

0.01MB

lab1_linear_regression.ipynb

0.01MB

Lab2 - Support Vector Machine / Hyperparameter Tuning

lab2_svm.ipynb

0.05MB

lab2_tune.ipynb

0.03MB

Lab3 - Decision Tree / Tree Ensemble

lab3_decision_trees.ipynb

0.07MB

lab3_tree_ensemble.ipynb

0.06MB

Lab4 - Unsupervised Learning / K-NN

lab4_knn.ipynb

0.07MB

lab4_unsupervised.ipynb

0.21MB

Lab5 - Neural Network

lab5_nn.ipynb

0.15MB