├── .gitignore ├── Classification.ipynb ├── LearningModels.ipynb ├── README.md ├── data ├── 01_heights_weights_genders.csv ├── imag.lbl.npy ├── imag.pix.npy └── olives-cleaned.csv ├── images ├── bias.png ├── complexity-error-plot.png ├── complexity-error-reg.png ├── dataform.jpg ├── knn1.png ├── knn2.png ├── linreg.png ├── linsep.png ├── onelinesplit.png ├── pcanim.gif ├── reshape.jpg ├── sklearn2.jpg ├── sklearntrans.jpg ├── train-cv2.png ├── train-cv3.png ├── train-test.png ├── train-validate-test-cont.png ├── train-validate-test.png └── train-validate-test3.png └── religion.csv /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/cs109/2015lab5/HEAD/.gitignore -------------------------------------------------------------------------------- /Classification.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/cs109/2015lab5/HEAD/Classification.ipynb -------------------------------------------------------------------------------- /LearningModels.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/cs109/2015lab5/HEAD/LearningModels.ipynb -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- 1 | # 2015lab5 2 | Lab 5, the first on Machine Learning! 3 | -------------------------------------------------------------------------------- /data/01_heights_weights_genders.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/cs109/2015lab5/HEAD/data/01_heights_weights_genders.csv -------------------------------------------------------------------------------- /data/imag.lbl.npy: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/cs109/2015lab5/HEAD/data/imag.lbl.npy -------------------------------------------------------------------------------- /data/imag.pix.npy: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/cs109/2015lab5/HEAD/data/imag.pix.npy -------------------------------------------------------------------------------- /data/olives-cleaned.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/cs109/2015lab5/HEAD/data/olives-cleaned.csv -------------------------------------------------------------------------------- /images/bias.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/cs109/2015lab5/HEAD/images/bias.png -------------------------------------------------------------------------------- /images/complexity-error-plot.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/cs109/2015lab5/HEAD/images/complexity-error-plot.png -------------------------------------------------------------------------------- /images/complexity-error-reg.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/cs109/2015lab5/HEAD/images/complexity-error-reg.png -------------------------------------------------------------------------------- /images/dataform.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/cs109/2015lab5/HEAD/images/dataform.jpg -------------------------------------------------------------------------------- /images/knn1.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/cs109/2015lab5/HEAD/images/knn1.png -------------------------------------------------------------------------------- /images/knn2.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/cs109/2015lab5/HEAD/images/knn2.png -------------------------------------------------------------------------------- /images/linreg.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/cs109/2015lab5/HEAD/images/linreg.png -------------------------------------------------------------------------------- /images/linsep.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/cs109/2015lab5/HEAD/images/linsep.png -------------------------------------------------------------------------------- /images/onelinesplit.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/cs109/2015lab5/HEAD/images/onelinesplit.png -------------------------------------------------------------------------------- /images/pcanim.gif: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/cs109/2015lab5/HEAD/images/pcanim.gif -------------------------------------------------------------------------------- /images/reshape.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/cs109/2015lab5/HEAD/images/reshape.jpg -------------------------------------------------------------------------------- /images/sklearn2.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/cs109/2015lab5/HEAD/images/sklearn2.jpg -------------------------------------------------------------------------------- /images/sklearntrans.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/cs109/2015lab5/HEAD/images/sklearntrans.jpg -------------------------------------------------------------------------------- /images/train-cv2.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/cs109/2015lab5/HEAD/images/train-cv2.png -------------------------------------------------------------------------------- /images/train-cv3.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/cs109/2015lab5/HEAD/images/train-cv3.png -------------------------------------------------------------------------------- /images/train-test.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/cs109/2015lab5/HEAD/images/train-test.png -------------------------------------------------------------------------------- /images/train-validate-test-cont.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/cs109/2015lab5/HEAD/images/train-validate-test-cont.png -------------------------------------------------------------------------------- /images/train-validate-test.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/cs109/2015lab5/HEAD/images/train-validate-test.png -------------------------------------------------------------------------------- /images/train-validate-test3.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/cs109/2015lab5/HEAD/images/train-validate-test3.png -------------------------------------------------------------------------------- /religion.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/cs109/2015lab5/HEAD/religion.csv --------------------------------------------------------------------------------