MANIFEST.in
README.md
Readme.md
setup.cfg
setup.py
luwiji/__init__.py
luwiji.egg-info/PKG-INFO
luwiji.egg-info/SOURCES.txt
luwiji.egg-info/dependency_links.txt
luwiji.egg-info/requires.txt
luwiji.egg-info/top_level.txt
luwiji/adaptive_boosting/__init__.py
luwiji/adaptive_boosting/base.py
luwiji/adaptive_boosting/demo.py
luwiji/adaptive_boosting/illustration.py
luwiji/adaptive_boosting/assets/algoritma.png
luwiji/bias_variance_tradeoff/__init__.py
luwiji/bias_variance_tradeoff/base.py
luwiji/bias_variance_tradeoff/demo.py
luwiji/bias_variance_tradeoff/illustration.py
luwiji/bias_variance_tradeoff/assets/bias_var_tradeoff.png
luwiji/bias_variance_tradeoff/assets/just_right.png
luwiji/dataset/__init__.py
luwiji/dataset/regression.py
luwiji/dataset/svm.py
luwiji/ensemble_learning/__init__.py
luwiji/ensemble_learning/base.py
luwiji/ensemble_learning/illustration.py
luwiji/ensemble_learning/assets/bagging.png
luwiji/ensemble_learning/assets/boosting.png
luwiji/ensemble_learning/assets/ensemble_learning.png
luwiji/evaluation/__init__.py
luwiji/evaluation/base.py
luwiji/evaluation/demo.py
luwiji/evaluation/illustration.py
luwiji/evaluation/assets/avp_overfit.png
luwiji/evaluation/assets/avp_underfit.png
luwiji/evaluation/assets/overlay_classification.png
luwiji/evaluation/assets/overlay_regression.png
luwiji/feature_scaling/__init__.py
luwiji/feature_scaling/base.py
luwiji/feature_scaling/demo.py
luwiji/feature_scaling/illustration.py
luwiji/feature_scaling/assets/coef_balance.png
luwiji/feature_scaling/assets/feature_engineering.png
luwiji/feature_scaling/assets/scaling_formula.png
luwiji/gradient_boosting/__init__.py
luwiji/gradient_boosting/base.py
luwiji/gradient_boosting/demo.py
luwiji/gradient_boosting/illustration.py
luwiji/gradient_boosting/assets/algoritma.png
luwiji/gradient_boosting/assets/golf_boosting.png
luwiji/gradient_descent/__init__.py
luwiji/gradient_descent/base.py
luwiji/gradient_descent/illustration.py
luwiji/gradient_descent/assets/minima.png
luwiji/gradient_descent/assets/narrow.gif
luwiji/gradient_descent/assets/plateau.png
luwiji/gradient_descent/assets/saddle.png
luwiji/knn/__init__.py
luwiji/knn/base.py
luwiji/knn/demo.py
luwiji/knn/illustration.py
luwiji/knn/assets/data_leakage.png
luwiji/knn/assets/jack_and_rose.png
luwiji/knn/assets/kfold.png
luwiji/knn/assets/knn_distance.png
luwiji/knn/assets/knn_scaling.png
luwiji/knn/assets/model_improvement.png
luwiji/knn/assets/nomenklatur.png
luwiji/knn/assets/simple_model_advantage.png
luwiji/knn/assets/strat_kfold.png
luwiji/knn/assets/train_test_split.png
luwiji/knn/assets/train_val_test.png
luwiji/linear_regression/__init__.py
luwiji/linear_regression/base.py
luwiji/linear_regression/demo.py
luwiji/linear_regression/illustration.py
luwiji/linear_regression/assets/non_grad_based.gif
luwiji/linear_regression/assets/straight_line_eq.png
luwiji/logistic_regression/__init__.py
luwiji/logistic_regression/base.py
luwiji/logistic_regression/demo.py
luwiji/logistic_regression/illustration.py
luwiji/logistic_regression/assets/multinomial.png
luwiji/logistic_regression/assets/ovo.png
luwiji/logistic_regression/assets/ovr.png
luwiji/logistic_regression/assets/pr.png
luwiji/logistic_regression/assets/predict_proba.png
luwiji/logistic_regression/assets/roc.png
luwiji/logistic_regression/assets/roc_auc.png
luwiji/matplotlib/__init__.py
luwiji/matplotlib/base.py
luwiji/matplotlib/illustration.py
luwiji/matplotlib/assets/oil.png
luwiji/metrics/__init__.py
luwiji/metrics/base.py
luwiji/metrics/illustration.py
luwiji/metrics/assets/fp_fn.png
luwiji/metrics/assets/sklearn_scoring.png
luwiji/pandas/__init__.py
luwiji/pandas/base.py
luwiji/pandas/illustration.py
luwiji/pandas/assets/nomenklatur.png
luwiji/poly_regression/__init__.py
luwiji/poly_regression/base.py
luwiji/poly_regression/demo.py
luwiji/poly_regression/illustration.py
luwiji/poly_regression/assets/polynomial_regression.png
luwiji/random_forest/__init__.py
luwiji/random_forest/base.py
luwiji/random_forest/demo.py
luwiji/random_forest/illustration.py
luwiji/random_forest/assets/.DS_Store
luwiji/random_forest/assets/feature_engineering.png
luwiji/random_forest/assets/grid_random_comparison.png
luwiji/random_forest/assets/nomenklatur1.png
luwiji/random_forest/assets/nomenklatur2.png
luwiji/random_forest/assets/tree_depth_1.png
luwiji/random_forest/assets/tree_depth_2.png
luwiji/random_forest/assets/tree_depth_3.png
luwiji/random_forest/assets/tree_depth_4.png
luwiji/random_forest/assets/tree_depth_5.png
luwiji/random_forest/assets/tree_depth_6.png
luwiji/random_forest/assets/tree_depth_7.png
luwiji/random_forest/data/space.csv
luwiji/regularized_regression/__init__.py
luwiji/regularized_regression/base.py
luwiji/regularized_regression/demo.py
luwiji/regularized_regression/illustration.py
luwiji/regularized_regression/assets/elasticnet.png
luwiji/summary/__init__.py
luwiji/summary/base.py
luwiji/summary/illustration.py
luwiji/svm/__init__.py
luwiji/svm/base.py
luwiji/svm/demo.py
luwiji/svm/illustration.py
luwiji/svm/assets/choose_one.png
luwiji/svm/assets/maximum_margin.png
luwiji/xgboost/__init__.py
luwiji/xgboost/base.py
luwiji/xgboost/illustration.py
luwiji/xgboost/assets/nomenklatur.png