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| Name | Last modified | Size | Description |
|---|---|---|---|---|
| Parent Directory | - | ||
| 01-intro-board.pdf | 15-Sep-2021 22:48 | 638K | |
| 01-intro.ipynb | 15-Sep-2021 22:48 | 5.0K | |
| 01-intro.pdf | 15-Sep-2021 22:48 | 2.5M | |
| 02-bayes-board.pdf | 15-Sep-2021 22:48 | 1.0M | |
| 02-bayes.ipynb | 15-Sep-2021 22:48 | 11K | |
| 02-bayes.pdf | 15-Sep-2021 22:48 | 1.2M | |
| 03-linregr-board.pdf | 12-Nov-2021 09:20 | 1.0M | |
| 03-linregr.ipynb | 12-Nov-2021 09:20 | 22K | |
| 03-linregr.pdf | 12-Nov-2021 09:20 | 1.7M | |
| 04-statdecision-board.pdf | 12-Nov-2021 09:20 | 1.0M | |
| 04-statdecision.ipynb | 12-Nov-2021 09:20 | 11K | |
| 04-statdecision.pdf | 12-Nov-2021 09:20 | 520K | |
| 05-classification-board.pdf | 16-Oct-2021 18:06 | 1.1M | |
| 05-classification.ipynb | 16-Oct-2021 18:06 | 17K | |
| 05-classification.pdf | 16-Oct-2021 18:06 | 1.2M | |
| 06-logregr-board.pdf | 16-Oct-2021 18:07 | 1.3M | |
| 06-logregr.ipynb | 16-Oct-2021 18:07 | 11K | |
| 06-logregr.pdf | 16-Oct-2021 18:07 | 301K | |
| 07-svm-board.pdf | 02-Nov-2021 19:11 | 1.1M | |
| 07-svm.ipynb | 02-Nov-2021 19:11 | 15K | |
| 07-svm.pdf | 02-Nov-2021 19:11 | 426K | |
| 08-rvm-board.pdf | 02-Nov-2021 19:11 | 1.1M | |
| 08-rvm.ipynb | 02-Nov-2021 19:11 | 1.3M | |
| 08-rvm.pdf | 02-Nov-2021 19:11 | 1.7M | |
| 09-boosting-board.pdf | 02-Nov-2021 19:11 | 1.4M | |
| 09-boosting.ipynb | 02-Nov-2021 19:11 | 13K | |
| 09-boosting.pdf | 02-Nov-2021 19:11 | 838K | |
| 10-em-board.pdf | 16-Nov-2021 18:07 | 1.5M | |
| 10-em.ipynb | 16-Nov-2021 18:07 | 29K | |
| 10-em.pdf | 16-Nov-2021 18:07 | 1.6M | |
| 11-presenceonly-board.pdf | 07-Dec-2021 15:35 | 1.3M | |
| 11-presenceonly.pdf | 07-Dec-2021 15:35 | 725K | |
| 12-hmm-board.pdf | 30-Nov-2021 19:03 | 1.3M | |
| 12-hmm.ipynb | 30-Nov-2021 19:03 | 9.1K | |
| 12-hmm.pdf | 30-Nov-2021 19:03 | 4.2M | |
| 13-pgm-board.pdf | 30-Nov-2021 23:04 | 1.8M | |
| 13-pgm.pdf | 30-Nov-2021 23:04 | 1.2M | |
| 14-sampling-board.pdf | 14-Dec-2021 18:09 | 1.2M | |
| 14-sampling.pdf | 14-Dec-2021 18:09 | 480K | |
| 15-sir-board.pdf | 14-Jan-2022 14:51 | 1.0M | |
| 15-sir.ipynb | 14-Jan-2022 14:51 | 18K | |
| 15-sir.pdf | 14-Jan-2022 14:51 | 611K | |
| 16-variational-board.pdf | 21-Feb-2022 11:34 | 1.1M | |
| 16-variational.pdf | 21-Feb-2022 11:34 | 961K | |
| 17-variational2-board.pdf | 11-Mar-2022 15:41 | 1.2M | |
| 17-variational2.pdf | 11-Mar-2022 15:41 | 639K | |
| 18-nlp-board.pdf | 11-Mar-2022 15:41 | 624K | |
| 18-nlp.pdf | 11-Mar-2022 15:41 | 346K | |
| 19-naivebayes-board.pdf | 18-Mar-2022 15:18 | 787K | |
| 19-naivebayes.pdf | 18-Mar-2022 15:18 | 66K | |
| 20-lda-board.pdf | 18-Mar-2022 15:18 | 951K | |
| 20-lda.pdf | 18-Mar-2022 15:18 | 804K | |
| 21-lda2-board.pdf | 25-Mar-2022 15:32 | 1.3M | |
| 21-lda2.pdf | 25-Mar-2022 15:32 | 553K | |
| 22-lda3-board.pdf | 09-Apr-2022 09:22 | 780K | |
| 22-lda3.ipynb | 09-Apr-2022 09:22 | 19K | |
| 22-lda3.pdf | 09-Apr-2022 09:22 | 1.4M | |
| 23-bandits-board.pdf | 17-Apr-2022 09:53 | 751K | |
| 23-bandits.pdf | 17-Apr-2022 09:53 | 1.5M | |
| 24-mdp-board.pdf | 24-Apr-2022 07:28 | 813K | |
| 24-mdp.pdf | 24-Apr-2022 07:28 | 1.1M | |
| 25-mcrl-board.pdf | 24-Apr-2022 07:29 | 875K | |
| 25-mcrl.pdf | 24-Apr-2022 07:29 | 607K | |
| 26-tdlearning-board.pdf | 06-May-2022 15:29 | 884K | |
| 26-tdlearning.pdf | 06-May-2022 15:29 | 466K | |
| 27-planning-board.pdf | 06-May-2022 15:30 | 327K | |
| 27-planning.pdf | 06-May-2022 15:30 | 1.4M | |
| 28-rlapprox-board.pdf | 21-May-2022 08:48 | 549K | |
| 28-rlapprox.pdf | 21-May-2022 08:48 | 1.3M | |
| 29-policygrad-board.pdf | 21-May-2022 08:48 | 704K | |
| 29-policygrad.pdf | 21-May-2022 08:49 | 837K | |
| 30-dlintro-board.pdf | 07-Sep-2022 13:39 | 153K | |
| 30-dlintro.ipynb | 07-Sep-2022 13:40 | 814K | |
| 30-dlintro.pdf | 07-Sep-2022 13:40 | 5.9M | |
| 31-graddescent-board.pdf | 14-Sep-2022 13:00 | 899K | |
| 31-graddescent.pdf | 14-Sep-2022 13:00 | 5.5M | |
| 32-dlgeneral-board.pdf | 21-Sep-2022 16:06 | 482K | |
| 32-dlgeneral.pdf | 21-Sep-2022 16:06 | 2.3M | |
| 33-cnn-board.pdf | 28-Sep-2022 12:58 | 536K | |
| 33-cnn.pdf | 28-Sep-2022 12:58 | 13M | |
| 34-objectdet-board.pdf | 05-Oct-2022 16:35 | 473K | |
| 34-objectdet.pdf | 05-Oct-2022 16:35 | 15M | |
| 35-objectdet2-board.pdf | 12-Oct-2022 14:45 | 338K | |
| 35-objectdet2.pdf | 12-Oct-2022 14:46 | 27M | |
| 36-segmentation-board.pdf | 19-Oct-2022 18:55 | 170K | |
| 36-segmentation.pdf | 19-Oct-2022 18:57 | 35M | |
| 37-adversarial-board.pdf | 27-Oct-2022 23:04 | 358K | |
| 37-adversarial.pdf | 27-Oct-2022 23:05 | 5.1M | |
| 38-rnn-board.pdf | 02-Nov-2022 14:20 | 382K | |
| 38-rnn.pdf | 02-Nov-2022 14:20 | 2.1M | |
| 39-deepgen-board.pdf | 16-Nov-2022 15:03 | 681K | |
| 39-deepgen.pdf | 16-Nov-2022 15:04 | 21M | |
| 40-gan-board.pdf | 16-Nov-2022 15:05 | 432K | |
| 40-gan.pdf | 16-Nov-2022 15:08 | 39M | |
| 41-vae-board.pdf | 23-Nov-2022 13:35 | 1.1M | |
| 41-vae.ipynb | 23-Nov-2022 13:36 | 9.8K | |
| 41-vae.pdf | 23-Nov-2022 13:36 | 13M | |
| 42-attention-board.pdf | 04-Dec-2022 13:03 | 192K | |
| 42-attention.pdf | 04-Dec-2022 13:04 | 13M | |
| 43-transformers-board.pdf | 14-Dec-2022 12:46 | 284K | |
| 43-transformers.pdf | 14-Dec-2022 12:47 | 17M | |