Index of /~sergey/teaching/mlspsu17

	Name	Last modified	Size	Description
	Parent Directory		-
	01-intro.pdf	2017-12-08 14:37	53K
	02-bayesthm.pdf	2017-12-08 14:37	511K
	03-linregr.pdf	2017-12-08 14:37	347K
	04-linregularize.pdf	2017-12-08 14:37	1.1M
	05-linbayes.pdf	2017-12-08 14:37	406K
	06-gaussbayes.pdf	2017-12-08 14:37	93K
	07-statdecision.pdf	2017-12-08 14:37	449K
	08-classification.pdf	2017-12-08 14:37	301K
	09-ldaqda.pdf	2017-12-08 14:37	908K
	10-logregr.pdf	2017-12-08 14:37	144K
	11-svm.pdf	2017-12-08 14:37	470K
	12-svm2.pdf	2017-12-08 14:37	254K
	13-ensembles.pdf	2017-12-08 14:37	1.9M
	14-clustering.pdf	2017-12-08 14:37	52K
	15-em.pdf	2017-12-08 14:37	562K
	16-hmm.pdf	2017-12-08 14:37	93K
	17-hmm2.pdf	2017-12-08 14:37	918K
	18-recommender.pdf	2017-12-08 14:37	777K
	19-recommender2.pdf	2017-12-08 14:37	762K
	20-recommender3.pdf	2018-11-24 14:52	593K
	21-learningtorank.pdf	2018-11-24 14:52	104K
	22-graphmodels.pdf	2018-11-24 14:52	683K
	23-messages.pdf	2018-11-24 14:52	549K
	24-sampling.pdf	2018-11-24 14:52	388K
	25-variational.pdf	2018-11-24 14:52	954K
	26-variational2.pdf	2018-11-24 14:52	868K
	27-topicmodeling.pdf	2018-11-24 14:52	1.0M
	28-epratings.pdf	2018-11-24 14:52	2.4M
	29-dl-intro.pdf	2018-11-24 14:52	3.9M
	30-dl-perceptron.pdf	2018-12-18 21:12	2.8M
	31-dl-regularization.pdf	2018-12-18 21:12	2.3M
	32-dl-graddescent.pdf	2018-12-18 21:12	193K
	33-dl-convolutional.pdf	2018-12-18 21:12	6.9M
	34-dl-convolutional2.pdf	2018-12-18 21:12	11M
	35-dl-conv3recurrent.pdf	2018-12-18 21:12	5.1M
	36-dl-lstm.pdf	2018-12-18 21:12	2.0M
	37-dl-nlp.pdf	2018-12-18 21:12	466K
	38-dl-word2vec.pdf	2018-12-18 21:12	1.1M
	39-dl-attention.pdf	2018-12-18 21:12	8.8M
	40-dl-vae.pdf	2018-12-18 21:11	2.3M
	41-dl-gan.pdf	2018-12-18 21:12	41M
	ml-01.ipynb	2017-09-02 10:45	2.5K
	ml-02.ipynb	2017-12-08 14:45	35K
	ml-03.ipynb	2017-12-08 14:45	201K
	ml-04.ipynb	2017-12-08 14:45	665K
	ml-10.ipynb	2017-12-08 14:45	12K
	ml-13.ipynb	2017-12-08 14:45	12K
	ml-14.ipynb	2017-12-08 14:45	8.1K
	ml-32.ipynb	2018-11-24 14:52	95K