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| Name | Last modified | Size | Description |
|---|---|---|---|---|
| Parent Directory | - | ||
| 01-intro-board.pdf | 2023-09-02 18:20 | 342K | |
| 01-intro.pdf | 2023-09-02 18:21 | 8.7M | |
| 02-coin-board.pdf | 2023-09-09 17:12 | 475K | |
| 02-coin.ipynb | 2023-12-29 15:26 | 4.9K | |
| 02-coin.pdf | 2023-09-09 17:12 | 1.1M | |
| 03-linregr-board.pdf | 2023-09-30 17:25 | 515K | |
| 03-linregr.ipynb | 2023-09-30 17:25 | 12K | |
| 03-linregr.pdf | 2023-09-30 17:25 | 622K | |
| 04-linbayes-board.pdf | 2023-09-30 17:37 | 1.1M | |
| 04-linbayes.ipynb | 2023-09-30 17:27 | 23K | |
| 04-linbayes.pdf | 2023-09-30 17:27 | 1.5M | |
| 05-classification-board.pdf | 2023-10-04 19:28 | 1.4M | |
| 05-classification.ipynb | 2023-12-29 15:25 | 8.5K | |
| 05-classification.pdf | 2023-10-04 19:28 | 938K | |
| 06-statdecision-board.pdf | 2023-10-07 22:39 | 1.3M | |
| 06-statdecision.ipynb | 2023-10-07 22:39 | 25K | |
| 06-statdecision.pdf | 2023-10-07 22:39 | 394K | |
| 07-modelselection-board.pdf | 2023-10-14 15:34 | 1.3M | |
| 07-modelselection.ipynb | 2023-10-14 15:35 | 14K | |
| 07-modelselection.pdf | 2023-10-14 15:35 | 135K | |
| 08-icexp-board.pdf | 2023-10-22 11:18 | 1.4M | |
| 08-icexp.ipynb | 2023-10-22 11:18 | 13K | |
| 08-icexp.pdf | 2023-10-22 11:18 | 263K | |
| 09-glm-board.pdf | 2023-11-05 08:58 | 1.2M | |
| 09-glm.ipynb | 2023-11-05 08:58 | 17K | |
| 09-glm.pdf | 2023-11-05 08:58 | 1.0M | |
| 10-boosting-board.pdf | 2024-02-17 07:53 | 1.1M | |
| 10-boosting.ipynb | 2024-02-17 07:52 | 13K | |
| 10-boosting.pdf | 2024-02-17 07:53 | 7.0M | |
| 11-ranking-board.pdf | 2024-03-01 19:29 | 1.4M | |
| 11-ranking.pdf | 2024-03-01 19:29 | 3.8M | |
| 12-svmrvm-board.pdf | 2024-03-01 19:31 | 1.1M | |
| 12-svmrvm.ipynb | 2024-03-01 19:31 | 36K | |
| 12-svmrvm.pdf | 2024-03-01 19:31 | 4.6M | |
| 13-em-board.pdf | 2024-03-01 19:31 | 1.8M | |
| 13-em.ipynb | 2024-03-01 19:32 | 19K | |
| 13-em.pdf | 2024-03-01 19:32 | 5.0M | |
| 14-hmm-board.pdf | 2024-05-06 10:33 | 1.8M | |
| 14-hmm.pdf | 2024-05-06 10:33 | 5.6M | |
| 15-pgm-board.pdf | 2024-04-27 08:34 | 1.7M | |
| 15-pgm.pdf | 2024-04-27 08:34 | 4.8M | |
| 16-sampling-board.pdf | 2024-04-27 08:35 | 1.1M | |
| 16-sampling.ipynb | 2024-04-27 08:35 | 11K | |
| 16-sampling.pdf | 2024-04-27 08:35 | 3.9M | |
| 17-sir-board.pdf | 2024-04-27 08:35 | 1.4M | |
| 17-sir.ipynb | 2024-04-27 08:36 | 17K | |
| 17-sir.pdf | 2024-04-27 08:35 | 4.5M | |
| 18-variational-board.pdf | 2024-04-27 08:36 | 1.7M | |
| 18-variational.ipynb | 2024-04-27 08:36 | 9.9K | |
| 18-variational.pdf | 2024-04-27 08:36 | 3.8M | |
| 19-topic-board.pdf | 2024-04-27 08:36 | 1.5M | |
| 19-topic.ipynb | 2024-04-27 08:37 | 19K | |
| 19-topic.pdf | 2024-04-27 08:37 | 4.4M | |
| 20-ep-board.pdf | 2024-04-27 08:37 | 1.3M | |
| 20-ep.pdf | 2024-04-27 08:37 | 6.7M | |
| 21-bandits-board.pdf | 2024-04-27 08:37 | 1.0M | |
| 21-bandits.ipynb | 2024-04-27 08:38 | 22K | |
| 21-bandits.pdf | 2024-04-27 08:38 | 5.6M | |
| 22-rl-board.pdf | 2024-05-17 08:25 | 1.2M | |
| 22-rl.pdf | 2024-05-17 08:26 | 6.4M | |
| 23-rl2-board.pdf | 2024-05-17 09:05 | 1.1M | |
| 23-rl2.pdf | 2024-05-17 09:06 | 5.9M | |
| 24-generative-board.pdf | 2024-05-18 15:42 | 668K | |
| 24-generative.pdf | 2024-05-18 15:43 | 14M | |
| 25-dlintro-board.pdf | 2024-09-06 08:52 | 330K | |
| 25-dlintro.pdf | 2024-09-06 08:53 | 11M | |
| 26-sgd-board.pdf | 2024-09-14 20:54 | 956K | |
| 26-sgd.ipynb | 2024-09-14 20:56 | 4.3M | |
| 26-sgd.pdf | 2024-09-14 20:55 | 9.8M | |
| 27-cnn-board.pdf | 2024-09-19 22:51 | 395K | |
| 27-cnn.pdf | 2024-09-19 22:52 | 14M | |
| 28-cnn2-board.pdf | 2024-10-04 09:45 | 470K | |
| 28-cnn2.pdf | 2024-10-04 09:47 | 31M | |
| 29-cv-board.pdf | 2024-10-18 11:06 | 78K | |
| 29-cv.pdf | 2024-10-18 11:09 | 64M | |
| 30-rnn-board.pdf | 2024-10-18 11:09 | 335K | |
| 30-rnn.pdf | 2024-10-18 11:10 | 9.1M | |
| 31-transformers-board.pdf | 2024-10-25 10:14 | 278K | |
| 31-transformers.pdf | 2024-10-25 10:15 | 14M | |
| 32-transformers2-board.pdf | 2024-11-01 09:59 | 83K | |
| 32-transformers2.pdf | 2024-11-01 10:11 | 20M | |
| 33-deepgen-board.pdf | 2024-11-08 09:49 | 589K | |
| 33-deepgen.pdf | 2024-11-08 09:49 | 35M | |
| 34-vae-board.pdf | 2024-11-15 08:09 | 644K | |
| 34-vae.pdf | 2024-11-15 08:10 | 26M | |
| 35-dalle-board.pdf | 2024-11-22 09:29 | 334K | |
| 35-dalle.pdf | 2024-11-22 09:30 | 21M | |
| 36-diffusion-board.pdf | 2024-11-28 23:50 | 668K | |
| 36-diffusion.pdf | 2024-11-28 23:51 | 24M | |
| 37-flows-board.pdf | 2024-12-15 09:48 | 287K | |
| 37-flows.pdf | 2024-12-15 09:46 | 35M | |
| 38-llm.pdf | 2024-12-15 09:47 | 59M | |