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/autoencoder/__init__.py
luwiji/autoencoder/_base.py
luwiji/autoencoder/_illustration.py
luwiji/autoencoder/assets/conv_ae.png
luwiji/autoencoder/assets/denoise_document.png
luwiji/autoencoder/assets/denoise_document_train.png
luwiji/autoencoder/assets/play_card.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/cluster/__init__.py
luwiji/cluster/_base.py
luwiji/cluster/_demo.py
luwiji/cluster/_illustration.py
luwiji/cluster/assets/.DS_Store
luwiji/cluster/assets/ahc.png
luwiji/cluster/assets/cluster_distance.png
luwiji/cluster/assets/dendrogram.png
luwiji/cnn/__init__.py
luwiji/cnn/_base.py
luwiji/cnn/_illustration.py
luwiji/cnn/assets/.DS_Store
luwiji/cnn/assets/blur_avg.png
luwiji/cnn/assets/combination.png
luwiji/cnn/assets/conv_ex1.png
luwiji/cnn/assets/conv_ex2.jpg
luwiji/cnn/assets/conv_ex3.gif
luwiji/cnn/assets/conv_ex4.gif
luwiji/cnn/assets/flower.png
luwiji/cnn/assets/fully_con.png
luwiji/cnn/assets/goal.png
luwiji/cnn/assets/nn_vs_cnn.png
luwiji/cnn/assets/padding.png
luwiji/cnn/assets/padding_same.png
luwiji/cnn/assets/partial_con.png
luwiji/cnn/assets/pooling.jpg
luwiji/cnn/assets/stride.png
luwiji/cnn/assets/translation_invariance.png
luwiji/dataset/__init__.py
luwiji/dataset/regression.py
luwiji/dataset/svm.py
luwiji/dimensionality_reduction/__init__.py
luwiji/dimensionality_reduction/_base.py
luwiji/dimensionality_reduction/_demo.py
luwiji/dimensionality_reduction/_illustration.py
luwiji/dimensionality_reduction/assets/.DS_Store
luwiji/dimensionality_reduction/assets/dimensi_beras.png
luwiji/dimensionality_reduction/assets/dimensionality_reduction.png
luwiji/dimensionality_reduction/assets/pca_combination.png
luwiji/dimensionality_reduction/assets/tsne_1.png
luwiji/dimensionality_reduction/assets/tsne_2.png
luwiji/dimensionality_reduction/assets/tsne_3.png
luwiji/dimensionality_reduction/assets/tsne_4.png
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/evaluation/assets/pr.png
luwiji/evaluation/assets/roc.png
luwiji/evaluation/assets/roc_auc.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/scaling_formula.png
luwiji/gan/__init__.py
luwiji/gan/_base.py
luwiji/gan/_illustration.py
luwiji/gan/assets/.DS_Store
luwiji/gan/assets/najwa.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/image_proc/__init__.py
luwiji/image_proc/_base.py
luwiji/image_proc/_demo.py
luwiji/image_proc/_illustration.py
luwiji/image_proc/assets/flatten.png
luwiji/image_proc/assets/rgb_display.png
luwiji/image_proc/assets/rgb_image.png
luwiji/image_proc/assets/structured.png
luwiji/image_proc/assets/zero.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/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/mushroom.png
luwiji/logistic_regression/assets/ovo.png
luwiji/logistic_regression/assets/ovr.png
luwiji/logistic_regression/assets/predict_proba.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/neural_network/__init__.py
luwiji/neural_network/_base.py
luwiji/neural_network/_demo.py
luwiji/neural_network/_illustration.py
luwiji/neural_network/assets/.DS_Store
luwiji/neural_network/assets/activation.png
luwiji/neural_network/assets/deep_learning.png
luwiji/neural_network/assets/dropout0.png
luwiji/neural_network/assets/dropout1.png
luwiji/neural_network/assets/dropout2.png
luwiji/neural_network/assets/less_feature.png
luwiji/neural_network/assets/minibatch.png
luwiji/neural_network/assets/minibatch_training.png
luwiji/neural_network/assets/nn_classifier.png
luwiji/neural_network/assets/nn_layer.png
luwiji/neural_network/assets/nn_quiz.png
luwiji/neural_network/assets/nn_regressor.png
luwiji/neural_network/assets/nn_vocab.png
luwiji/neural_network/assets/node_linear.png
luwiji/neural_network/assets/node_representation.png
luwiji/neural_network/assets/nomenklatur.png
luwiji/neural_network/assets/pytorch.png
luwiji/neural_network/assets/spiral_genius.png
luwiji/neural_network/assets/think_deep.png
luwiji/neural_network/assets/think_wide.png
luwiji/neural_network/assets/training_loop.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/fallacy1.jpg
luwiji/random_forest/assets/fallacy2.png
luwiji/random_forest/assets/grid_random_comparison.png
luwiji/random_forest/assets/max_features.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/recommendation_system/__init__.py
luwiji/recommendation_system/_base.py
luwiji/recommendation_system/_illustration.py
luwiji/recommendation_system/assets/.DS_Store
luwiji/recommendation_system/assets/parse.png
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/rnn/__init__.py
luwiji/rnn/_base.py
luwiji/rnn/_demo.py
luwiji/rnn/_illustration.py
luwiji/rnn/assets/.DS_Store
luwiji/rnn/assets/batching.png
luwiji/rnn/assets/blstm.png
luwiji/rnn/assets/bptt.png
luwiji/rnn/assets/context.png
luwiji/rnn/assets/forecast.png
luwiji/rnn/assets/gru.png
luwiji/rnn/assets/i_have_a_pen.png
luwiji/rnn/assets/i_have_an_apple.png
luwiji/rnn/assets/lstm.png
luwiji/rnn/assets/lstm_math.png
luwiji/rnn/assets/memory.png
luwiji/rnn/assets/multilayer.png
luwiji/rnn/assets/pyramid_blstm.png
luwiji/rnn/assets/rnn_math.png
luwiji/rnn/assets/rnn_representation.png
luwiji/rnn/assets/sequence_model.jpeg
luwiji/rnn/assets/wolf_husky.png
luwiji/summary/__init__.py
luwiji/summary/_base.py
luwiji/summary/_illustration.py
luwiji/summary/assets/machine_learning.png
luwiji/summary/assets/metrics_evaluation.png
luwiji/summary/assets/ml_algorithms.png
luwiji/summary/assets/ml_essentials.png
luwiji/summary/assets/review1.png
luwiji/summary/assets/review2.png
luwiji/summary/assets/tools.png
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/svm/assets/nomenklatur_carprice.png
luwiji/svm/assets/nomenklatur_cc_fraud.png
luwiji/text_proc/__init__.py
luwiji/text_proc/_base.py
luwiji/text_proc/_demo.py
luwiji/text_proc/_illustration.py
luwiji/text_proc/assets/bow.png
luwiji/text_proc/assets/inverse_df.png
luwiji/text_proc/assets/nomenklatur.png
luwiji/text_proc/assets/practical_idf.png
luwiji/text_proc/assets/structured.png
luwiji/text_proc/assets/vocabulary.png
luwiji/transfer_learning/__init__.py
luwiji/transfer_learning/_base.py
luwiji/transfer_learning/_illustration.py
luwiji/transfer_learning/assets/.DS_Store
luwiji/transfer_learning/assets/go_deeper.jpg
luwiji/transfer_learning/assets/googlenet_architecture.png
luwiji/transfer_learning/assets/inception_module.png
luwiji/transfer_learning/assets/inceptionv3_architecture.png
luwiji/transfer_learning/assets/mislabeled.png
luwiji/transfer_learning/assets/other_cnn.jpeg
luwiji/transfer_learning/assets/residual_block.png
luwiji/transfer_learning/assets/resnet34_architecture.png
luwiji/transfer_learning/assets/resnet_loss_landscape.png
luwiji/transfer_learning/assets/transfer_learning_comparison.png
luwiji/transfer_learning/assets/transfer_learning_matrix.png
luwiji/transfer_learning/assets/vgg16.png
luwiji/transfer_learning/assets/vgg16_architecture.png
luwiji/xgboost/__init__.py
luwiji/xgboost/_base.py
luwiji/xgboost/_illustration.py
luwiji/xgboost/assets/nomenklatur.png