Index of /~sergey/teaching/mlspsu22

	Name	Last modified	Size	Description
	Parent Directory		-
	01-intro-board.pdf	06-Sep-2022 11:28	374K
	01-intro.pdf	06-Sep-2022 11:29	8.7M
	02-priors-board.pdf	13-Sep-2022 11:34	334K
	02-priors.ipynb	13-Sep-2022 11:34	5.4K
	02-priors.pdf	13-Sep-2022 11:34	1.4M
	03-linregr-board.pdf	20-Sep-2022 11:25	704K
	03-linregr.ipynb	20-Sep-2022 11:25	11K
	03-linregr.pdf	20-Sep-2022 11:25	392K
	04-linbayes-board.pdf	04-Oct-2022 11:15	756K
	04-linbayes.ipynb	04-Oct-2022 11:15	13K
	04-linbayes.pdf	04-Oct-2022 11:15	1.7M
	05-classification-board.pdf	04-Oct-2022 11:15	898K
	05-classification.ipynb	04-Oct-2022 11:15	8.2K
	05-classification.pdf	04-Oct-2022 11:15	1.2M
	06-logregr-board.pdf	11-Oct-2022 22:06	1.0M
	06-logregr.pdf	11-Oct-2022 22:06	187K
	07-statdecision-board.pdf	19-Oct-2022 18:55	851K
	07-statdecision.pdf	19-Oct-2022 18:55	423K
	08-modelselection-board.pdf	25-Oct-2022 15:20	662K
	08-modelselection.ipynb	25-Oct-2022 15:20	9.1K
	08-modelselection.pdf	25-Oct-2022 15:20	95K
	09-ic-board.pdf	02-Nov-2022 14:22	1.3M
	09-ic.ipynb	02-Nov-2022 14:23	6.3K
	09-ic.pdf	02-Nov-2022 14:22	128K
	10-empirical-board.pdf	08-Nov-2022 15:34	682K
	10-empirical.ipynb	08-Nov-2022 15:35	1.2M
	10-empirical.pdf	08-Nov-2022 15:34	69K
	11-gaussbayes-board.pdf	16-Nov-2022 14:55	907K
	11-gaussbayes.ipynb	16-Nov-2022 14:55	21K
	11-gaussbayes.pdf	16-Nov-2022 14:55	121K
	12-expfamily-board.pdf	23-Nov-2022 10:21	1.0M
	12-expfamily.pdf	23-Nov-2022 10:21	83K
	13-glm-board.pdf	06-Dec-2022 13:04	572K
	13-glm.ipynb	06-Dec-2022 13:04	19K
	13-glm.pdf	06-Dec-2022 13:04	70K
	14-svm-board.pdf	13-Dec-2022 11:08	709K
	14-svm.pdf	13-Dec-2022 11:08	312K
	15-rvm-board.pdf	28-Dec-2022 17:34	1.1M
	15-rvm.ipynb	28-Dec-2022 17:34	36K
	15-rvm.pdf	28-Dec-2022 17:34	732K
	16-boosting-board.pdf	13-Feb-2023 19:27	1.7M
	16-boosting.ipynb	13-Feb-2023 19:27	13K
	16-boosting.pdf	13-Feb-2023 19:27	3.0M
	17-ranking-board.pdf	20-Feb-2023 19:08	1.5M
	17-ranking.pdf	20-Feb-2023 19:09	130K
	18-em-board.pdf	27-Feb-2023 17:04	1.7M
	18-em.ipynb	27-Feb-2023 17:04	29K
	18-em.pdf	27-Feb-2023 17:04	1.7M
	19-em2-board.pdf	08-Mar-2023 14:30	1.6M
	19-em2.pdf	08-Mar-2023 14:30	735K
	20-hmm-board.pdf	13-Mar-2023 17:09	1.9M
	20-hmm.pdf	13-Mar-2023 17:10	1.6M
	21-messages-board.pdf	25-Mar-2023 18:44	2.1M
	21-messages.pdf	25-Mar-2023 18:44	1.4M
	22-mcmc-board.pdf	27-Mar-2023 17:10	1.7M
	22-mcmc.ipynb	27-Mar-2023 17:10	27K
	22-mcmc.pdf	27-Mar-2023 17:10	793K
	23-variational-board.pdf	07-Apr-2023 17:17	2.1M
	23-variational.ipynb	07-Apr-2023 17:17	9.9K
	23-variational.pdf	07-Apr-2023 17:17	1.7M
	24-topic-board.pdf	09-Apr-2023 10:43	2.3M
	24-topic.pdf	07-Jun-2023 08:23	890K
	25-ep-board.pdf	19-Apr-2023 11:02	1.8M
	25-ep.pdf	19-Apr-2023 11:03	3.7M
	26-bandits-board.pdf	24-Apr-2023 16:52	1.5M
	26-bandits.ipynb	24-Apr-2023 16:52	22K
	26-bandits.pdf	24-Apr-2023 16:52	2.5M
	27-mcrl-board.pdf	06-May-2023 19:03	1.9M
	27-mcrl.pdf	06-May-2023 19:03	1.5M
	28-policygrad-board.pdf	15-May-2023 14:49	1.4M
	28-policygrad.pdf	15-May-2023 14:49	4.7M
	29-dlintro-board.pdf	02-Sep-2023 18:17	238K
	29-dlintro.pdf	02-Sep-2023 18:17	7.0M
	30-sgd-board.pdf	09-Sep-2023 17:10	530K
	30-sgd.pdf	09-Sep-2023 17:10	5.0M
	31-cnn-board.pdf	27-Sep-2023 19:09	793K
	31-cnn.pdf	27-Sep-2023 19:10	20M
	32-objectdet-board.pdf	30-Sep-2023 17:35	310K
	32-objectdet.pdf	30-Sep-2023 17:36	23M
	33-segmentation-board.pdf	06-Oct-2023 18:18	362K
	33-segmentation.pdf	06-Oct-2023 18:21	57M
	34-deepgen-board.pdf	07-Oct-2023 22:12	581K
	34-deepgen.pdf	07-Oct-2023 22:12	5.4M
	35-gan-board.pdf	13-Oct-2023 09:43	513K
	35-gan.pdf	13-Oct-2023 09:47	88M
	36-vae-board.pdf	14-Oct-2023 22:36	627K
	36-vae.pdf	14-Oct-2023 22:37	27M
	37-transformers-board.pdf	22-Oct-2023 11:21	409K
	37-transformers.pdf	20-Dec-2023 22:34	24M
	38-multimodal-board.pdf	11-Nov-2023 14:13	898K
	38-multimodal.pdf	11-Nov-2023 14:15	47M
	39-agi.pdf	11-Nov-2023 14:16	11M