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03_ml_basics_galton_linear_regression_iminuit.pdf
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03_ml_basics_log_regr_heart_disease.pdf
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initial set of slides corresponding to 2022 version
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03_ml_basics_logistic_regression.pdf
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activation_functions.png
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adversarial_attack.png
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ai_history.png
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ai_ml_dl.pdf
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alexnet.png
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alphafold.png
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ann.png
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anomaly_detection.png
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antideuteronsgnMax.png
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autoencoder_example.pdf
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bdt.png
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book_deep_learning_for_physics_research.png
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book-murphy.png
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boston_house_prices.pdf
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classificationVar.jpeg
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cnn_conv_layer.png
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cnn_fully_connected.png
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cnn_pooling.png
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cnn_sliding_filter.png
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cnn.png
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cnns_for_classification.png
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convolution.png
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convolutional_operation.png
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critical_temperature.pdf
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initial set of slides corresponding to 2022 version
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cross_val.png
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cutInVariables.jpeg
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decision_boundaries.png
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initial set of slides corresponding to 2022 version
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decision_trees_feature_space.png
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deep_learning_book.png
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deep_learning_with_python.png
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deepl.png
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dnn.png
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dropout.png
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error.jpeg
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example_overtraining.png
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feature_transformation.png
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features_of_x.png
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filters_to_detect_x_features.png
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fisher_linear_decision_boundary.png
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fisher.jpeg
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fisher.png
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fromCNNtoGNN.png
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gan.png
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gaussian_filter.png
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GCN.png
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GNN_conf.png
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GNNgooglemaps.png
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gradient_descent_cmp.png
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gradient_descent.png
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graph_example.png
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GraphAttention.png
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hands_on_machine_learning.png
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handwritten_digits.png
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heart_table.png
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imagenet_challenge.png
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imagenet.png
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iminuit_minos_scan-1.png
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iminuit_minos_scan-2.png
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iris_dataset.png
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karateclub.png
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keras.png
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initial set of slides corresponding to 2022 version
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knn.png
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L1vsL2.pdf
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logistic_fct.png
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loss_fct.png
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magic_photo_small.png
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magic_photo.png
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magic_shower_em_had_small.png
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magic_shower_em_had.png
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magic_shower_parameters.png
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magic_sketch.png
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matplotlib_Figure_1.png
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matplotlib_Figure_2.png
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matplotlib_Figure_3.png
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matplotlib_Figure_4.png
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matplotlib_Figure_5.png
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matplotlib_Figure_6.png
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mini_boone_decisions_tree.png
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initial set of slides corresponding to 2022 version
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ml_example_spam.png
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mlp.png
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mnist.png
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monitoring_overtraining.png
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mva_nn.png
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mva.png
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neuron.png
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nn_decision_boundary.png
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numpy_axes.png
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numpy_excel.png
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numpy_multi_excel.png
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Overtraining.png
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pandas_crosstabplot.png
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pandas_histogramm.png
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pandas_scatterplot.png
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pdf_from_2d_histogram.png
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perceptron_photo.png
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perceptron_retina.png
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perceptron_weighted_sum.png
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perceptron_with_threshold.png
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playground.jpeg
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regression.jpeg
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regularization.png
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relu.png
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response.jpeg
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roc.jpeg
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rootOptions.png
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SandBcuts.jpeg
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scikit-learn-logo.png
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scikit-learn.png
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sigmoid.png
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signal_background_distr.png
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signal_purity.png
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sliding_filter.png
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stochastic_gradient_descent.png
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supervised_learning_car_plane.png
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supervised_nutshell.png
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tensorflow.png
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tf_playground.png
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tree_pruning_slides.png
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underfitting_overfitting_001.png
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underfitting_overfitting.pdf
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videogame.png
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xor_like_data.pdf
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xor.png
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Zachary_karate_club_social_network.png
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