├── .DS_Store ├── .ipynb_checkpoints └── Untitled-checkpoint.ipynb ├── 9417 历年样卷 ├── .DS_Store └── sample │ ├── .DS_Store │ ├── 15s1_final_sample questions.pdf │ ├── 15s1_mid_sample questions.pdf │ ├── 16s1_final_sample questions.pdf │ ├── 16s1_mid_sample questions.pdf │ ├── 17s1_mid_sample questions.pdf │ ├── 19-T3 COMP9444.jpeg │ ├── 19-T3-9418.jpeg │ ├── 19T3 COMP4418.jpeg │ ├── 19T3 COMP9321.jpeg │ ├── 19T3 COMP9900.jpeg │ ├── 19T3 －6714.jpeg │ ├── 19T3-COMP9517.jpeg │ ├── sample_final.pdf │ └── 课表.JPG ├── Assignment ├── .DS_Store ├── Cooking │ ├── .ipynb_checkpoints │ │ └── Project-checkpoint.ipynb │ ├── Project.ipynb │ ├── sample_submission.csv │ ├── test.json │ └── train.json ├── assignment.html ├── liter │ ├── ClassRules.pdf │ ├── ILP.pdf │ ├── RecSys.pdf │ ├── Reinforcement.pdf │ ├── criteria.pdf │ ├── ga.pdf │ ├── pocket_algo.pdf │ ├── reportsample.pdf │ └── reportsample.txt └── reportguide.html ├── HomeWork1 ├── .DS_Store ├── .ipynb_checkpoints │ └── comp9417_hw1_spec-checkpoint.ipynb ├── Screen Shot 2019-07-04 at 16.55.49.png ├── answers.txt ├── comp9417_hw1_spec.ipynb ├── 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 ├── HomwWork2 ├── .DS_Store ├── .ipynb_checkpoints │ └── comp9417_hw2_spec-checkpoint.ipynb ├── Screen Shot 2019-08-02 at 23.56.34.png ├── answers.txt ├── balance-scale.arff ├── comp9417_hw2_spec.ipynb ├── datasets │ └── .DS_Store ├── glass.arff ├── heart-h.arff ├── primary-tumor.arff ├── screenshots │ ├── rnn.png │ └── testing.png ├── testing_input.txt ├── testing_label.txt ├── training_input.txt └── training_label.txt ├── README.md ├── WEEK3-4 ├── .ipynb_checkpoints │ └── Lab4_Classification2_Qs-checkpoint.ipynb ├── Classification2_Qs.pdf ├── Lab4_Classification2_Qs.ipynb ├── __pycache__ │ └── util.cpython-37.pyc ├── titanic_test.csv ├── titanic_train.csv └── util.py ├── Week1 ├── .DS_Store ├── .ipynb_checkpoints │ ├── Lab1_Intro_Python-checkpoint.ipynb │ └── Lab1_Questions-checkpoint.ipynb ├── Lab1_Intro_Python.ipynb ├── Lab1_Questions.ipynb ├── data.csv ├── diabetes.csv └── lab1 │ ├── .ipynb_checkpoints │ └── Lab2_Linear_Regression-checkpoint.ipynb │ ├── Lab2_Linear_Regression.ipynb │ ├── LinRegress_Qs.pdf │ └── diabetes.csv ├── Week2-3 ├── .DS_Store └── lab2 │ ├── .ipynb_checkpoints │ └── Lab3_Classification1_Qs-checkpoint.ipynb │ ├── Lab3_Classification1_Qs.ipynb │ └── train.csv ├── Week4-5 ├── .ipynb_checkpoints │ └── Lab5_TreeLearning_Qs-checkpoint.ipynb ├── DecisionTree.py ├── Lab5_TreeLearning_Qs.ipynb ├── Test.py ├── TreeLearning_Qs.pdf ├── __pycache__ │ └── DecisionTree.cpython-37.pyc └── titanic.csv ├── Week5-6 ├── .ipynb_checkpoints │ ├── Lab6_NeuralLearning_Qs-checkpoint.ipynb │ └── supplementary_perceptrons_from_scratch_students-checkpoint.ipynb ├── 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