Introduction to Data Analysis and Machine Learning in Physics
Exercises
- 03_ml_basics_ex_1_magic.ipynb
- 03_ml_basics_ex_2_mnist_softmax_regression.ipynb
- 04_decision_trees_ex_1_compare_tree_classifiers.ipynb
- 04_decision_trees_ex_2_magic_xgboost_and_random_forest.ipynb
- 04_decision_trees_ex_3_magic_feature_importance.ipynb
- 05_neural_networks_ex_1_xor.ipynb
- 05_neural_networks_ex_2_decision_boundaries.ipynb
- 05_neural_networks_ex_3_boston_house_prices.ipynb
- 05_neural_networks_ex_4_mnist_keras_train.ipynb
