ajzhanghk / Stat3612 Public

Course materials for HKU STAT3612 Statistical Machine Learning

ajzhanghk.github.io/stat3612/

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Name		Name	Last commit message	Last commit date
Latest commit History 76 Commits
HelocData.csv		HelocData.csv
HelocDataDict.xlsx		HelocDataDict.xlsx
HelocDataDict2.xlsx		HelocDataDict2.xlsx
Lecture10_DNN.ipynb		Lecture10_DNN.ipynb
Lecture10_DNN.pdf		Lecture10_DNN.pdf
Lecture11_xNN.pdf		Lecture11_xNN.pdf
Lecture12.pdf		Lecture12.pdf
Lecture1_Introduction.pdf		Lecture1_Introduction.pdf
Lecture1_Preview.ipynb		Lecture1_Preview.ipynb
Lecture2_DataExploration.pdf		Lecture2_DataExploration.pdf
Lecture2_Data_Exploration.ipynb		Lecture2_Data_Exploration.ipynb
Lecture3_GLM.ipynb		Lecture3_GLM.ipynb
Lecture3_GLM.pdf		Lecture3_GLM.pdf
Lecture4_FeatureEngineering.ipynb		Lecture4_FeatureEngineering.ipynb
Lecture4_FeatureEngineering.pdf		Lecture4_FeatureEngineering.pdf
Lecture5_RegLM.ipynb		Lecture5_RegLM.ipynb
Lecture5_RegLM.pdf		Lecture5_RegLM.pdf
Lecture6_GAM.ipynb		Lecture6_GAM.ipynb
Lecture6_GAM.pdf		Lecture6_GAM.pdf
Lecture7_IML.ipynb		Lecture7_IML.ipynb
Lecture7_IML.pdf		Lecture7_IML.pdf
Lecture8_Tree.ipynb		Lecture8_Tree.ipynb
Lecture8_Tree.pdf		Lecture8_Tree.pdf
Lecture9_SVM.ipynb		Lecture9_SVM.ipynb
Lecture9_SVM.pdf		Lecture9_SVM.pdf
LogoIML.png		LogoIML.png
ProposalCall.pdf		ProposalCall.pdf
README.md		README.md
Syllabus.pdf		Syllabus.pdf
ToyCNN.png		ToyCNN.png
index.html		index.html
mixture.csv		mixture.csv
style.css		style.css