COGS118B / Lecture Public

Slides and notebooks from lecture

Notifications

Name		Name	Last commit message	Last commit date
Latest commit History 26 Commits
L01_Intro.pdf		L01_Intro.pdf
L02_Probability.pdf		L02_Probability.pdf
L03_Estimation.pdf		L03_Estimation.pdf
L04_Distributions.pdf		L04_Distributions.pdf
L05_Estimation_II.pdf		L05_Estimation_II.pdf
L06_Kmeans.pdf		L06_Kmeans.pdf
L07_MixtureModels.pdf		L07_MixtureModels.pdf
L08_GeneralEM.pdf		L08_GeneralEM.pdf
L09_Heirarchical_Clustering.pdf		L09_Heirarchical_Clustering.pdf
L10_spectral_clustering.pdf		L10_spectral_clustering.pdf
L13-15_PCA_kPCA_LDA.pdf		L13-15_PCA_kPCA_LDA.pdf
L16_Manifold_learning.pdf		L16_Manifold_learning.pdf
L19_Less_Wrong.pdf		L19_Less_Wrong.pdf
L19_less_wrong.ipynb		L19_less_wrong.ipynb
Notebook_L03_MAP_MLE.ipynb		Notebook_L03_MAP_MLE.ipynb
Notebook_L05_Normal_Bayes.ipynb		Notebook_L05_Normal_Bayes.ipynb
Notebook_L05_Vector_rescaling.ipynb		Notebook_L05_Vector_rescaling.ipynb
Notebook_L06_Kmeans.ipynb		Notebook_L06_Kmeans.ipynb
Notebook_L07_GMMvsKmeans.ipynb		Notebook_L07_GMMvsKmeans.ipynb
Notebook_L08_GMM_ModelSelection.ipynb		Notebook_L08_GMM_ModelSelection.ipynb
Notebook_L09_Hierarchical_clustering.ipynb		Notebook_L09_Hierarchical_clustering.ipynb
Notebook_L10_Spectral_clustering.ipynb		Notebook_L10_Spectral_clustering.ipynb
Notebook_L11_DBSCAN.ipynb		Notebook_L11_DBSCAN.ipynb
Notebook_L12_Being_wrong.ipynb		Notebook_L12_Being_wrong.ipynb
Notebook_L15_PCA_etc.ipynb		Notebook_L15_PCA_etc.ipynb
README.md		README.md