├── README.md └── comp9417 ├── .DS_Store ├── .ipynb_checkpoints └── comp9417_hw2_spec-checkpoint.ipynb ├── assignment.html ├── comp9417 notes.pdf ├── criteria.pdf ├── homework1 ├── .DS_Store ├── .ipynb_checkpoints │ └── comp9417_hw1_spec-checkpoint.ipynb ├── answers.txt ├── comp9417_hw1_spec.ipynb ├── datasets.zip ├── datasets │ ├── anneal.arff │ ├── audiology.arff │ ├── autos.arff │ ├── credit-a.arff │ ├── hypothyroid.arff │ ├── letter.arff │ ├── microarray.arff │ ├── snippets_all.csv │ ├── snippets_test.csv │ ├── snippets_train.csv │ └── vote.arff ├── q1.out └── q2.out ├── homework2 ├── .DS_Store ├── .ipynb_checkpoints │ └── comp9417_hw2_spec-checkpoint.ipynb ├── Lab6_NeuralLearning_As.ipynb ├── answers.txt ├── comp9417_hw2_spec.ipynb ├── datasets.zip ├── datasets │ ├── .DS_Store │ ├── balance-scale.arff │ ├── glass.arff │ ├── heart-h.arff │ └── primary-tumor.arff ├── screenshots │ ├── .DS_Store │ ├── rnn.png │ └── testing.png ├── testing_input.txt ├── testing_label.txt ├── training_input.txt └── training_label.txt ├── reportguide.html ├── reportsample.pdf ├── reportsample.txt ├── revison ├── .DS_Store ├── COMP9417 考点复习621.pdf ├── Review.pdf └── tutorials │ ├── .DS_Store │ ├── Classification2_As.pdf │ ├── Classification2_Qs.pdf │ ├── KernelMethods_As.pdf │ ├── KernelMethods_Qs.pdf │ ├── LearningTheory_As.pdf │ ├── LearningTheory_Qs.pdf │ ├── NaiveBayesSupp.pdf │ ├── TreeLearning_As.pdf │ ├── TreeLearning_Qs.pdf │ └── ext_sols.pdf ├── week1 ├── .DS_Store ├── .ipynb ├── .ipynb_checkpoints │ ├── .ipynb-checkpoint │ ├── Lab1_Intro_Python-checkpoint.ipynb │ └── Lab1_Questions-checkpoint.ipynb ├── Lab1_Intro_Python.ipynb ├── Lab1_Questions.ipynb ├── data.csv └── diabetes.csv ├── week2 ├── .DS_Store ├── .ipynb ├── .ipynb_checkpoints │ ├── .ipynb-checkpoint │ └── Lab2_Linear_Regression-checkpoint.ipynb ├── 03_LinClass.pdf ├── Lab2_Linear_Regression.ipynb ├── diabetes.csv ├── n06_LinClass_As.pdf └── n06_LinClass_Qs.pdf ├── week3 ├── .DS_Store ├── .ipynb_checkpoints │ └── Lab3_Classification1_Qs-checkpoint.ipynb ├── Lab3_Classification1_Qs.ipynb └── train.csv ├── week4 ├── .DS_Store ├── .ipynb_checkpoints │ └── Lab4_Classification2_Qs-checkpoint.ipynb ├── Lab4_Classification2_Qs.ipynb ├── __pycache__ │ └── util.cpython-37.pyc ├── titanic_test.csv ├── titanic_train.csv ├── util.py └── week04.html ├── week5 ├── .DS_Store ├── .ipynb_checkpoints │ └── Lab5_TreeLearning_Qs-checkpoint.ipynb ├── Lab5_TreeLearning_Qs.ipynb ├── TreeLearning_Qs.pdf └── titanic.csv ├── week6 ├── .DS_Store ├── .ipynb_checkpoints │ ├── Lab6_NeuralLearning_Qs-checkpoint.ipynb │ └── supplementary_perceptrons_from_scratch_students-checkpoint.ipynb ├── 06_KernelMethods.pdf ├── 07_Unsupervised.pdf ├── 08_LearningTheory.pdf ├── Lab6_NeuralLearning_Qs.ipynb └── supplementary_perceptrons_from_scratch_students.ipynb ├── week7 ├── .DS_Store ├── .ipynb_checkpoints │ └── Lab8_EnsembleLearning_Qs-checkpoint.ipynb ├── EnsembleLearning_handout.pdf ├── 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