Index of /~sergey/teaching/mlhse17

	Name	Last modified	Size	Description
	Parent Directory		-
	01-intro.pdf	15-Jan-2017 14:39	56K
	02-bayes.pdf	15-Jan-2017 14:39	61K
	03-conjugate.pdf	22-Jan-2017 20:16	442K
	04-minsquares.pdf	22-Jan-2017 20:16	298K
	05-ridgebayes.pdf	27-Jan-2017 22:21	1.3M
	06-biasvariance.pdf	27-Jan-2017 22:21	210K
	07-lasso.pdf	05-Feb-2017 10:26	417K
	08-modelcomp.pdf	05-Feb-2017 10:26	262K
	09-fischer.pdf	03-Mar-2017 17:09	304K
	10-ldaqda.pdf	03-Mar-2017 17:09	897K
	11-logregr.pdf	24-Apr-2017 15:56	113K
	12-logregrbayes.pdf	24-Apr-2017 15:56	67K
	13-svm.pdf	24-Apr-2017 15:56	263K
	14-svm2.pdf	24-Apr-2017 15:56	257K
	15-ensembles.pdf	02-May-2017 23:46	154K
	16-xgboost.pdf	02-May-2017 23:46	1.8M
	17-ranking.pdf	20-May-2017 12:37	78K
	18-mart.pdf	20-May-2017 12:37	60K
	19-clustering.pdf	20-May-2017 12:37	45K
	20-EM.pdf	20-May-2017 12:37	497K
	21-HMM.pdf	13-Jun-2017 15:57	75K
	22-HMM2.pdf	13-Jun-2017 15:57	909K
	23-recommender.pdf	13-Jun-2017 15:57	779K
	24-recommender2.pdf	13-Jun-2017 15:57	293K
	25-pgm.pdf	01-Oct-2017 12:03	620K
	26-factorgraphs.pdf	01-Oct-2017 12:03	124K
	27-messages.pdf	01-Oct-2017 12:03	417K
	28-approximate.pdf	01-Oct-2017 12:03	602K
	29-sampling.pdf	01-Oct-2017 12:03	241K
	30-variational.pdf	15-Dec-2017 16:31	769K
	32-naivebayes.pdf	15-Dec-2017 16:31	131K
	33-lda.pdf	15-Dec-2017 16:31	870K
	34-dl1-intro.pdf	15-Dec-2017 16:31	6.9M
	35-dl2-backprop.pdf	15-Dec-2017 16:31	3.1M
	36-dl3-batchnorm.pdf	15-Dec-2017 16:31	384K
	37-dl4-cnn.pdf	15-Dec-2017 16:32	25M
	38-dl5-rnn.pdf	15-Dec-2017 16:32	2.0M
	39-dl6-gan.pdf	15-Dec-2017 16:33	33M
	hse-01.ipynb	05-Feb-2017 10:37	2.4K
	hse-02.ipynb	05-Feb-2017 10:37	7.0K