add ML slides

statmlben · Sep 18, 2024 · 9df1deb · 9df1deb
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diff --git a/_data/lectures.yml b/_data/lectures.yml
@@ -3,7 +3,7 @@
   title: >
     <strong>Overview of Recommender Systems</strong>
   notes: https://gocuhk-my.sharepoint.com/:o:/g/personal/bendai_cuhk_edu_hk/EpxRUCS_PBdIj9FZ13K7APkBdB8BKyIsVU8B2ZNoDUrqUw?e=MBKuHo
-  slides: https://github.com/statmlben/CUHK-STAT3009/blob/main/slides/Lec0-pre/note.pdf
+  slides: https://github.com/statmlben/CUHK-STAT3009/blob/main/slides/Lec-pre/note.pdf
   video: 
   pynb: https://colab.research.google.com/drive/16ZYCw19wTsPZt_tE05FEU1fTvQiOHcSS?usp=sharing
   readings:
@@ -16,7 +16,7 @@
   title: >
     <strong>Background and baseline methods</strong>
   notes: https://gocuhk-my.sharepoint.com/:o:/g/personal/bendai_cuhk_edu_hk/EpxRUCS_PBdIj9FZ13K7APkBdB8BKyIsVU8B2ZNoDUrqUw?e=MBKuHo
-  slides: https://github.com/statmlben/CUHK-STAT3009/blob/main/slides/Lec1-baseline/note.pdf
+  slides: https://github.com/statmlben/CUHK-STAT3009/blob/main/slides/Lec-baseline/note.pdf
   video: 
   pynb: https://colab.research.google.com/drive/16ZYCw19wTsPZt_tE05FEU1fTvQiOHcSS?usp=sharing
   readings:
@@ -31,7 +31,7 @@
   title: >
     <strong>Machine Learning</strong>
   notes: https://gocuhk-my.sharepoint.com/:o:/g/personal/bendai_cuhk_edu_hk/EpxRUCS_PBdIj9FZ13K7APkBdB8BKyIsVU8B2ZNoDUrqUw?e=MBKuHo
-  slides:
+  slides: https://github.com/statmlben/CUHK-STAT3009/blob/main/slides/Lec-ML/note.pdf
   video: 
   pynb: https://colab.research.google.com/drive/16ZYCw19wTsPZt_tE05FEU1fTvQiOHcSS?usp=sharing
   readings:

diff --git a/dataset/housing/test.csv b/dataset/housing/test.csv
diff --git a/dataset/housing/train.csv b/dataset/housing/train.csv
diff --git a/slides/Lec0-pre/README.md → slides/Lec-Comb/README.md b/slides/Lec0-pre/README.md → slides/Lec-Comb/README.md
diff --git a/slides/Lec0-pre/beamercolorthemeNord.sty → slides/Lec-Comb/beamercolorthemeNord.sty b/slides/Lec0-pre/beamercolorthemeNord.sty → slides/Lec-Comb/beamercolorthemeNord.sty
diff --git a/slides/Lec0-pre/beamerfontthemeNord.sty → slides/Lec-Comb/beamerfontthemeNord.sty b/slides/Lec0-pre/beamerfontthemeNord.sty → slides/Lec-Comb/beamerfontthemeNord.sty
diff --git a/slides/Lec9-Comb/beamerthemeNord.nav → slides/Lec-Comb/beamerthemeNord.nav b/slides/Lec9-Comb/beamerthemeNord.nav → slides/Lec-Comb/beamerthemeNord.nav
diff --git a/slides/Lec3-MF/beamerthemeNord.out → slides/Lec-Comb/beamerthemeNord.out b/slides/Lec3-MF/beamerthemeNord.out → slides/Lec-Comb/beamerthemeNord.out
diff --git a/slides/Lec9-Comb/beamerthemeNord.pdf → slides/Lec-Comb/beamerthemeNord.pdf b/slides/Lec9-Comb/beamerthemeNord.pdf → slides/Lec-Comb/beamerthemeNord.pdf
diff --git a/slides/Lec3-ML/beamerthemeNord.pyg → slides/Lec-Comb/beamerthemeNord.pyg b/slides/Lec3-ML/beamerthemeNord.pyg → slides/Lec-Comb/beamerthemeNord.pyg
diff --git a/slides/Lec3-ML/beamerthemeNord.snm → slides/Lec-Comb/beamerthemeNord.snm b/slides/Lec3-ML/beamerthemeNord.snm → slides/Lec-Comb/beamerthemeNord.snm
diff --git a/slides/Lec0-pre/beamerthemeNord.sty → slides/Lec-Comb/beamerthemeNord.sty b/slides/Lec0-pre/beamerthemeNord.sty → slides/Lec-Comb/beamerthemeNord.sty
diff --git a/slides/Lec9-Comb/beamerthemeNord.synctex.gz → slides/Lec-Comb/beamerthemeNord.synctex.gz b/slides/Lec9-Comb/beamerthemeNord.synctex.gz → slides/Lec-Comb/beamerthemeNord.synctex.gz
diff --git a/slides/Lec3-MF/beamerthemeNord.toc → slides/Lec-Comb/beamerthemeNord.toc b/slides/Lec3-MF/beamerthemeNord.toc → slides/Lec-Comb/beamerthemeNord.toc
diff --git a/slides/Lec3-ML/beamerthemeNord.vrb → slides/Lec-Comb/beamerthemeNord.vrb b/slides/Lec3-ML/beamerthemeNord.vrb → slides/Lec-Comb/beamerthemeNord.vrb
diff --git a/slides/Lec0-pre/export.sh → slides/Lec-Comb/export.sh b/slides/Lec0-pre/export.sh → slides/Lec-Comb/export.sh
diff --git a/slides/Lec3-MF/figs/5-fold.jpg → slides/Lec-Comb/figs/5-fold.jpg b/slides/Lec3-MF/figs/5-fold.jpg → slides/Lec-Comb/figs/5-fold.jpg
diff --git a/slides/Lec3-MF/figs/cross-valid.jpg → slides/Lec-Comb/figs/cross-valid.jpg b/slides/Lec3-MF/figs/cross-valid.jpg → slides/Lec-Comb/figs/cross-valid.jpg
diff --git a/slides/Lec1-baseline/figs/cuhk.png → slides/Lec-Comb/figs/cuhk.png b/slides/Lec1-baseline/figs/cuhk.png → slides/Lec-Comb/figs/cuhk.png
diff --git a/slides/Lec1-baseline/figs/demo1.png → slides/Lec-Comb/figs/demo1.png b/slides/Lec1-baseline/figs/demo1.png → slides/Lec-Comb/figs/demo1.png
diff --git a/slides/Lec3-ML/figs/k-fold-old.png → slides/Lec-Comb/figs/k-fold-old.png b/slides/Lec3-ML/figs/k-fold-old.png → slides/Lec-Comb/figs/k-fold-old.png
diff --git a/slides/Lec3-ML/figs/k-fold.png → slides/Lec-Comb/figs/k-fold.png b/slides/Lec3-ML/figs/k-fold.png → slides/Lec-Comb/figs/k-fold.png
diff --git a/slides/Lec3-MF/figs/knn2.jpg → slides/Lec-Comb/figs/knn2.jpg b/slides/Lec3-MF/figs/knn2.jpg → slides/Lec-Comb/figs/knn2.jpg
diff --git a/slides/Lec1-baseline/figs/lakers_rating.pdf → slides/Lec-Comb/figs/lakers_rating.pdf b/slides/Lec1-baseline/figs/lakers_rating.pdf → slides/Lec-Comb/figs/lakers_rating.pdf
diff --git a/...es/Lec1-baseline/figs/netflix-dataset.png → slides/Lec-Comb/figs/netflix-dataset.png b/...es/Lec1-baseline/figs/netflix-dataset.png → slides/Lec-Comb/figs/netflix-dataset.png
diff --git a/slides/Lec3-MF/figs/overfitting.png → slides/Lec-Comb/figs/overfitting.png b/slides/Lec3-MF/figs/overfitting.png → slides/Lec-Comb/figs/overfitting.png
diff --git a/slides/Lec3-MF/figs/overfitting1.png → slides/Lec-Comb/figs/overfitting1.png b/slides/Lec3-MF/figs/overfitting1.png → slides/Lec-Comb/figs/overfitting1.png
diff --git a/slides/Lec3-MF/figs/overfitting2.png → slides/Lec-Comb/figs/overfitting2.png b/slides/Lec3-MF/figs/overfitting2.png → slides/Lec-Comb/figs/overfitting2.png
diff --git a/slides/Lec3-MF/figs/overfitting3.png → slides/Lec-Comb/figs/overfitting3.png b/slides/Lec3-MF/figs/overfitting3.png → slides/Lec-Comb/figs/overfitting3.png
diff --git a/slides/Lec1-baseline/figs/overview.png → slides/Lec-Comb/figs/overview.png b/slides/Lec1-baseline/figs/overview.png → slides/Lec-Comb/figs/overview.png
diff --git a/slides/Lec1-baseline/figs/perf_line.pdf → slides/Lec-Comb/figs/perf_line.pdf b/slides/Lec1-baseline/figs/perf_line.pdf → slides/Lec-Comb/figs/perf_line.pdf
diff --git a/slides/Lec3-MF/figs/sim.png → slides/Lec-Comb/figs/sim.png b/slides/Lec3-MF/figs/sim.png → slides/Lec-Comb/figs/sim.png
diff --git a/...gle/Crash Kaggle Competition Tutorial.pdf → ...gle/Crash Kaggle Competition Tutorial.pdf b/...gle/Crash Kaggle Competition Tutorial.pdf → ...gle/Crash Kaggle Competition Tutorial.pdf
diff --git a/slides/Lec1-baseline/README.md → slides/Lec-MF/README.md b/slides/Lec1-baseline/README.md → slides/Lec-MF/README.md
diff --git a/...es/Lec1-baseline/beamercolorthemeNord.sty → slides/Lec-MF/beamercolorthemeNord.sty b/...es/Lec1-baseline/beamercolorthemeNord.sty → slides/Lec-MF/beamercolorthemeNord.sty
diff --git a/slides/Lec1-baseline/beamerfontthemeNord.sty → slides/Lec-MF/beamerfontthemeNord.sty b/slides/Lec1-baseline/beamerfontthemeNord.sty → slides/Lec-MF/beamerfontthemeNord.sty
diff --git a/slides/Lec3-MF/beamerthemeNord.nav → slides/Lec-MF/beamerthemeNord.nav b/slides/Lec3-MF/beamerthemeNord.nav → slides/Lec-MF/beamerthemeNord.nav
diff --git a/slides/Lec3-ML/beamerthemeNord.out → slides/Lec-MF/beamerthemeNord.out b/slides/Lec3-ML/beamerthemeNord.out → slides/Lec-MF/beamerthemeNord.out
diff --git a/slides/Lec3-MF/beamerthemeNord.pdf → slides/Lec-MF/beamerthemeNord.pdf b/slides/Lec3-MF/beamerthemeNord.pdf → slides/Lec-MF/beamerthemeNord.pdf
diff --git a/slides/Lec3-MF/beamerthemeNord.snm → slides/Lec-MF/beamerthemeNord.snm b/slides/Lec3-MF/beamerthemeNord.snm → slides/Lec-MF/beamerthemeNord.snm
diff --git a/slides/Lec1-baseline/beamerthemeNord.sty → slides/Lec-MF/beamerthemeNord.sty b/slides/Lec1-baseline/beamerthemeNord.sty → slides/Lec-MF/beamerthemeNord.sty
diff --git a/slides/Lec3-MF/beamerthemeNord.synctex.gz → slides/Lec-MF/beamerthemeNord.synctex.gz b/slides/Lec3-MF/beamerthemeNord.synctex.gz → slides/Lec-MF/beamerthemeNord.synctex.gz
diff --git a/slides/Lec3-ML/beamerthemeNord.toc → slides/Lec-MF/beamerthemeNord.toc b/slides/Lec3-ML/beamerthemeNord.toc → slides/Lec-MF/beamerthemeNord.toc
diff --git a/slides/Lec1-baseline/export.sh → slides/Lec-MF/export.sh b/slides/Lec1-baseline/export.sh → slides/Lec-MF/export.sh
diff --git a/slides/Lec3-ML/figs/5-fold.jpg → slides/Lec-MF/figs/5-fold.jpg b/slides/Lec3-ML/figs/5-fold.jpg → slides/Lec-MF/figs/5-fold.jpg
diff --git a/slides/Lec3-ML/figs/cross-valid.jpg → slides/Lec-MF/figs/cross-valid.jpg b/slides/Lec3-ML/figs/cross-valid.jpg → slides/Lec-MF/figs/cross-valid.jpg
diff --git a/slides/Lec3-MF/figs/cuhk.png → slides/Lec-MF/figs/cuhk.png b/slides/Lec3-MF/figs/cuhk.png → slides/Lec-MF/figs/cuhk.png
diff --git a/slides/Lec3-MF/figs/demo1.png → slides/Lec-MF/figs/demo1.png b/slides/Lec3-MF/figs/demo1.png → slides/Lec-MF/figs/demo1.png
diff --git a/slides/Lec3-MF/figs/k-fold.png → slides/Lec-MF/figs/k-fold.png b/slides/Lec3-MF/figs/k-fold.png → slides/Lec-MF/figs/k-fold.png
diff --git a/slides/Lec3-ML/figs/knn2.jpg → slides/Lec-MF/figs/knn2.jpg b/slides/Lec3-ML/figs/knn2.jpg → slides/Lec-MF/figs/knn2.jpg
diff --git a/slides/Lec3-MF/figs/lakers_rating.pdf → slides/Lec-MF/figs/lakers_rating.pdf b/slides/Lec3-MF/figs/lakers_rating.pdf → slides/Lec-MF/figs/lakers_rating.pdf
diff --git a/slides/Lec3-MF/figs/netflix-dataset.png → slides/Lec-MF/figs/netflix-dataset.png b/slides/Lec3-MF/figs/netflix-dataset.png → slides/Lec-MF/figs/netflix-dataset.png
diff --git a/slides/Lec3-ML/figs/overfitting.png → slides/Lec-MF/figs/overfitting.png b/slides/Lec3-ML/figs/overfitting.png → slides/Lec-MF/figs/overfitting.png
diff --git a/slides/Lec3-ML/figs/overfitting1.png → slides/Lec-MF/figs/overfitting1.png b/slides/Lec3-ML/figs/overfitting1.png → slides/Lec-MF/figs/overfitting1.png
diff --git a/slides/Lec3-ML/figs/overfitting2.png → slides/Lec-MF/figs/overfitting2.png b/slides/Lec3-ML/figs/overfitting2.png → slides/Lec-MF/figs/overfitting2.png
diff --git a/slides/Lec3-ML/figs/overfitting3.png → slides/Lec-MF/figs/overfitting3.png b/slides/Lec3-ML/figs/overfitting3.png → slides/Lec-MF/figs/overfitting3.png
diff --git a/slides/Lec3-MF/figs/overview.png → slides/Lec-MF/figs/overview.png b/slides/Lec3-MF/figs/overview.png → slides/Lec-MF/figs/overview.png
diff --git a/slides/Lec3-MF/figs/perf_line.pdf → slides/Lec-MF/figs/perf_line.pdf b/slides/Lec3-MF/figs/perf_line.pdf → slides/Lec-MF/figs/perf_line.pdf
diff --git a/slides/Lec3-ML/figs/sim.png → slides/Lec-MF/figs/sim.png b/slides/Lec3-ML/figs/sim.png → slides/Lec-MF/figs/sim.png
diff --git a/slides/Lec3-MF/README.md → slides/Lec-ML/README.md b/slides/Lec3-MF/README.md → slides/Lec-ML/README.md
diff --git a/slides/Lec3-MF/beamercolorthemeNord.sty → slides/Lec-ML/beamercolorthemeNord.sty b/slides/Lec3-MF/beamercolorthemeNord.sty → slides/Lec-ML/beamercolorthemeNord.sty
diff --git a/slides/Lec3-MF/beamerfontthemeNord.sty → slides/Lec-ML/beamerfontthemeNord.sty b/slides/Lec3-MF/beamerfontthemeNord.sty → slides/Lec-ML/beamerfontthemeNord.sty
diff --git a/slides/Lec9-Comb/beamerthemeNord.pyg → slides/Lec-ML/beamerthemeNord.pyg b/slides/Lec9-Comb/beamerthemeNord.pyg → slides/Lec-ML/beamerthemeNord.pyg
diff --git a/slides/Lec3-MF/beamerthemeNord.sty → slides/Lec-ML/beamerthemeNord.sty b/slides/Lec3-MF/beamerthemeNord.sty → slides/Lec-ML/beamerthemeNord.sty
diff --git a/slides/Lec3-MF/export.sh → slides/Lec-ML/export.sh b/slides/Lec3-MF/export.sh → slides/Lec-ML/export.sh
diff --git a/slides/Lec9-Comb/figs/5-fold.jpg → slides/Lec-ML/figs/5-fold.jpg b/slides/Lec9-Comb/figs/5-fold.jpg → slides/Lec-ML/figs/5-fold.jpg
diff --git a/slides/Lec7-NN/figs/cross-valid.jpg → slides/Lec-ML/figs/cross-valid.jpg b/slides/Lec7-NN/figs/cross-valid.jpg → slides/Lec-ML/figs/cross-valid.jpg
diff --git a/slides/Lec3-ML/figs/cuhk.png → slides/Lec-ML/figs/cuhk.png b/slides/Lec3-ML/figs/cuhk.png → slides/Lec-ML/figs/cuhk.png
diff --git a/slides/Lec3-ML/figs/demo1.png → slides/Lec-ML/figs/demo1.png b/slides/Lec3-ML/figs/demo1.png → slides/Lec-ML/figs/demo1.png
diff --git a/slides/Lec9-Comb/figs/k-fold-old.png → slides/Lec-ML/figs/k-fold-old.png b/slides/Lec9-Comb/figs/k-fold-old.png → slides/Lec-ML/figs/k-fold-old.png
diff --git a/slides/Lec9-Comb/figs/k-fold.png → slides/Lec-ML/figs/k-fold.png b/slides/Lec9-Comb/figs/k-fold.png → slides/Lec-ML/figs/k-fold.png
diff --git a/slides/Lec9-Comb/figs/knn2.jpg → slides/Lec-ML/figs/knn2.jpg b/slides/Lec9-Comb/figs/knn2.jpg → slides/Lec-ML/figs/knn2.jpg
diff --git a/slides/Lec3-ML/figs/lakers_rating.pdf → slides/Lec-ML/figs/lakers_rating.pdf b/slides/Lec3-ML/figs/lakers_rating.pdf → slides/Lec-ML/figs/lakers_rating.pdf
diff --git a/slides/Lec3-ML/figs/netflix-dataset.png → slides/Lec-ML/figs/netflix-dataset.png b/slides/Lec3-ML/figs/netflix-dataset.png → slides/Lec-ML/figs/netflix-dataset.png
diff --git a/slides/Lec9-Comb/figs/overfitting.png → slides/Lec-ML/figs/overfitting.png b/slides/Lec9-Comb/figs/overfitting.png → slides/Lec-ML/figs/overfitting.png
diff --git a/slides/Lec9-Comb/figs/overfitting1.png → slides/Lec-ML/figs/overfitting1.png b/slides/Lec9-Comb/figs/overfitting1.png → slides/Lec-ML/figs/overfitting1.png
diff --git a/slides/Lec9-Comb/figs/overfitting2.png → slides/Lec-ML/figs/overfitting2.png b/slides/Lec9-Comb/figs/overfitting2.png → slides/Lec-ML/figs/overfitting2.png
diff --git a/slides/Lec9-Comb/figs/overfitting3.png → slides/Lec-ML/figs/overfitting3.png b/slides/Lec9-Comb/figs/overfitting3.png → slides/Lec-ML/figs/overfitting3.png
diff --git a/slides/Lec3-ML/figs/overview.png → slides/Lec-ML/figs/overview.png b/slides/Lec3-ML/figs/overview.png → slides/Lec-ML/figs/overview.png
diff --git a/slides/Lec3-ML/figs/perf_line.pdf → slides/Lec-ML/figs/perf_line.pdf b/slides/Lec3-ML/figs/perf_line.pdf → slides/Lec-ML/figs/perf_line.pdf
diff --git a/slides/Lec9-Comb/figs/sim.png → slides/Lec-ML/figs/sim.png b/slides/Lec9-Comb/figs/sim.png → slides/Lec-ML/figs/sim.png
diff --git a/slides/Lec-ML/note.nav b/slides/Lec-ML/note.nav
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diff --git a/slides/Lec0-pre/note.out → slides/Lec-ML/note.out b/slides/Lec0-pre/note.out → slides/Lec-ML/note.out
diff --git a/slides/Lec3-ML/beamerthemeNord.pdf → slides/Lec-ML/note.pdf b/slides/Lec3-ML/beamerthemeNord.pdf → slides/Lec-ML/note.pdf
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