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| Name | Last modified | Size | Description |
|---|---|---|---|---|
| Parent Directory | - | ||
| 01-intro-board.pdf | 02-Sep-2020 20:40 | 204K | |
| 01-intro.pdf | 02-Sep-2020 20:40 | 83K | |
| 02-bayes-board.pdf | 03-Sep-2020 13:23 | 334K | |
| 02-bayes.ipynb | 03-Sep-2020 13:23 | 84K | |
| 02-bayes.pdf | 03-Sep-2020 13:23 | 2.0M | |
| 03-linregr-board.pdf | 10-Sep-2020 13:30 | 504K | |
| 03-linregr.ipynb | 10-Sep-2020 13:30 | 11K | |
| 03-linregr.pdf | 10-Sep-2020 13:30 | 46K | |
| 04-linregr2-board.pdf | 10-Sep-2020 13:30 | 407K | |
| 04-linregr2.ipynb | 10-Sep-2020 13:30 | 13K | |
| 04-linregr2.pdf | 10-Sep-2020 13:30 | 1.4M | |
| 05-linbayes-board.pdf | 17-Sep-2020 15:35 | 411K | |
| 05-linbayes.ipynb | 17-Sep-2020 15:35 | 14K | |
| 05-linbayes.pdf | 17-Sep-2020 15:35 | 1.2M | |
| 06-statdecision-board.pdf | 17-Sep-2020 15:35 | 561K | |
| 06-statdecision.ipynb | 17-Sep-2020 15:35 | 8.3K | |
| 06-statdecision.pdf | 17-Sep-2020 15:35 | 311K | |
| 07-classification-board.pdf | 01-Oct-2020 13:06 | 563K | |
| 07-modelselection-board.pdf | 01-Oct-2020 13:06 | 406K | |
| 07-modelselection.ipynb | 01-Oct-2020 13:06 | 2.0M | |
| 07-modelselection.pdf | 01-Oct-2020 13:06 | 238K | |
| 08-classification-board.pdf | 01-Oct-2020 13:06 | 563K | |
| 08-classification.pdf | 01-Oct-2020 13:06 | 1.3M | |
| 09-classification2-board.pdf | 01-Oct-2020 13:07 | 695K | |
| 09-classification2.ipynb | 01-Oct-2020 13:07 | 8.0K | |
| 09-classification2.pdf | 01-Oct-2020 13:07 | 970K | |
| 10-logregr-board.pdf | 08-Oct-2020 12:59 | 750K | |
| 10-logregr.pdf | 08-Oct-2020 12:59 | 271K | |
| 11-svm-board.pdf | 07-Oct-2020 22:57 | 616K | |
| 11-svm.ipynb | 07-Oct-2020 22:57 | 14K | |
| 11-svm.pdf | 07-Oct-2020 22:57 | 419K | |
| 12-rvm-board.pdf | 08-Oct-2020 13:01 | 285K | |
| 12-rvm.ipynb | 08-Oct-2020 13:01 | 1.4M | |
| 12-rvm.pdf | 08-Oct-2020 13:01 | 677K | |
| 13-boosting-board.pdf | 14-Oct-2020 16:13 | 653K | |
| 13-boosting.pdf | 14-Oct-2020 16:13 | 182K | |
| 14-gradboost-board.pdf | 20-Oct-2020 20:48 | 546K | |
| 14-gradboost.ipynb | 20-Oct-2020 20:49 | 13K | |
| 14-gradboost.pdf | 20-Oct-2020 20:49 | 1.7M | |
| 15-em-board.pdf | 22-Oct-2020 12:57 | 557K | |
| 15-em.ipynb | 22-Oct-2020 12:57 | 13K | |
| 15-em.pdf | 22-Oct-2020 12:57 | 678K | |
| 16-em2-board.pdf | 22-Oct-2020 12:57 | 701K | |
| 16-em2.ipynb | 22-Oct-2020 12:57 | 15K | |
| 16-em2.pdf | 22-Oct-2020 12:57 | 1.0M | |
| 17-em3-board.pdf | 30-Oct-2020 12:38 | 532K | |
| 17-em3.pdf | 30-Oct-2020 12:38 | 22K | |
| 18-presenceonly-board.pdf | 30-Oct-2020 12:40 | 700K | |
| 18-presenceonly.pdf | 30-Oct-2020 12:40 | 724K | |
| 19-ratings-board.pdf | 05-Nov-2020 12:24 | 275K | |
| 19-ratings.pdf | 05-Nov-2020 12:24 | 58K | |
| 20-hmm-board.pdf | 12-Nov-2020 13:23 | 693K | |
| 20-hmm.pdf | 12-Nov-2020 13:23 | 322K | |
| 21-hmm2-board.pdf | 12-Nov-2020 13:24 | 505K | |
| 21-hmm2.ipynb | 12-Nov-2020 13:24 | 9.0K | |
| 21-hmm2.pdf | 12-Nov-2020 13:24 | 1.0M | |
| 22-recommender.pdf | 19-Nov-2020 14:10 | 810K | |
| 23-recommender2.pdf | 19-Nov-2020 14:10 | 349K | |
| 24-pgm-board.pdf | 26-Nov-2020 18:56 | 878K | |
| 24-pgm.pdf | 26-Nov-2020 18:56 | 703K | |
| 25-messagepassing-board.pdf | 26-Nov-2020 18:56 | 900K | |
| 25-messagepassing.pdf | 26-Nov-2020 18:56 | 546K | |
| 26-sampling-board.pdf | 07-Dec-2020 22:31 | 736K | |
| 26-sampling.pdf | 07-Dec-2020 22:31 | 585K | |
| 27-sampling2-board.pdf | 08-Dec-2020 19:38 | 595K | |
| 27-sampling2.ipynb | 08-Dec-2020 19:38 | 13K | |
| 27-sampling2.pdf | 08-Dec-2020 19:38 | 233K | |
| 28-sampling3-board.pdf | 18-Dec-2020 17:04 | 705K | |
| 28-sampling3.pdf | 18-Dec-2020 17:04 | 129K | |
| 29-sir-board.pdf | 18-Dec-2020 17:04 | 439K | |
| 29-sir.ipynb | 18-Dec-2020 17:04 | 1.0M | |
| 29-sir.pdf | 18-Dec-2020 17:04 | 605K | |
| 30-sir2-board.pdf | 18-Dec-2020 17:05 | 640K | |
| 30-sir2.ipynb | 18-Dec-2020 17:05 | 1.0M | |
| 30-sir2.pdf | 18-Dec-2020 17:05 | 605K | |
| 31-variational-board.pdf | 14-Feb-2021 13:17 | 876K | |
| 31-variational.pdf | 14-Feb-2021 13:17 | 960K | |
| 32-variational2-board.pdf | 23-Feb-2021 10:24 | 1.0M | |
| 32-variational2.pdf | 23-Feb-2021 10:24 | 837K | |
| 33-naivebayes-board.pdf | 26-Mar-2021 19:16 | 1.2M | |
| 33-naivebayes.pdf | 26-Mar-2021 19:16 | 392K | |
| 34-lda-board.pdf | 26-Mar-2021 19:18 | 1.3M | |
| 34-lda.ipynb | 26-Mar-2021 19:18 | 19K | |
| 34-lda.pdf | 26-Mar-2021 19:18 | 855K | |
| 35-lda2-board.pdf | 26-Mar-2021 19:17 | 1.3M | |
| 35-lda2.pdf | 26-Mar-2021 19:17 | 3.7M | |
| 36-bandits-board.pdf | 23-Apr-2021 14:31 | 769K | |
| 36-bandits.pdf | 23-Apr-2021 14:31 | 1.8M | |
| 37-rl-board.pdf | 23-Apr-2021 14:32 | 1.1M | |
| 37-rl.pdf | 23-Apr-2021 14:32 | 1.1M | |
| 38-rl2-board.pdf | 07-May-2021 14:15 | 911K | |
| 38-rl2.pdf | 07-May-2021 14:15 | 1.5M | |
| 39-dlintro-board.pdf | 15-Sep-2021 22:45 | 172K | |
| 39-dlintro.pdf | 15-Sep-2021 22:46 | 4.9M | |
| 40-graddescent-board.pdf | 15-Sep-2021 22:46 | 846K | |
| 40-graddescent.pdf | 15-Sep-2021 22:46 | 1.5M | |
| 41-graddescent2-board.pdf | 30-Sep-2021 12:38 | 331K | |
| 41-graddescent2.pdf | 30-Sep-2021 12:38 | 6.2M | |
| 42-cnn-board.pdf | 03-Oct-2021 08:23 | 912K | |
| 42-cnn.pdf | 03-Oct-2021 08:23 | 7.9M | |
| 43-cnn2-board.pdf | 16-Oct-2021 17:58 | 673K | |
| 43-cnn2.pdf | 16-Oct-2021 17:58 | 7.8M | |
| 44-cnn3-board.pdf | 02-Nov-2021 19:11 | 259K | |
| 44-cnn3.pdf | 02-Nov-2021 19:12 | 19M | |
| 45-objectdetection-board.pdf | 02-Nov-2021 19:12 | 383K | |
| 45-objectdetection.pdf | 02-Nov-2021 19:12 | 27M | |
| 46-segmentation-board.pdf | 02-Nov-2021 19:12 | 378K | |
| 46-segmentation.pdf | 02-Nov-2021 19:12 | 39M | |
| 47-rnn-board.pdf | 16-Nov-2021 18:05 | 607K | |
| 47-rnn.pdf | 16-Nov-2021 18:06 | 1.6M | |
| 48-nlp-board.pdf | 16-Nov-2021 18:06 | 226K | |
| 48-nlp.pdf | 16-Nov-2021 18:06 | 2.2M | |
| 49-attention-board.pdf | 30-Nov-2021 19:00 | 646K | |
| 49-attention.pdf | 30-Nov-2021 19:00 | 24M | |
| 50-gan-board.pdf | 30-Nov-2021 19:01 | 652K | |
| 50-gan.pdf | 30-Nov-2021 19:02 | 77M | |