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| Name | Last modified | Size | Description |
|---|---|---|---|---|
| Parent Directory | - | ||
| 01-intro.pdf | 2018-06-09 10:57 | 498K | |
| 02-linregr.pdf | 2018-06-09 10:57 | 1.2M | |
| 03-linbayes.pdf | 2018-06-09 10:57 | 1.4M | |
| 04-statdecision.pdf | 2018-06-09 10:57 | 820K | |
| 05-logistic.pdf | 2018-06-09 10:57 | 956K | |
| 06-svm.pdf | 2018-06-09 10:57 | 889K | |
| 07-ensembles.pdf | 2018-06-09 10:57 | 1.9M | |
| 08-ranking.pdf | 2018-06-09 10:57 | 108K | |
| 09-clustering.pdf | 2018-06-09 10:57 | 550K | |
| 10-hmm.pdf | 2018-11-24 14:53 | 1.0M | |
| 11-recommender.pdf | 2018-11-24 14:53 | 1.1M | |
| 12-recommender2.pdf | 2018-11-24 14:53 | 1.7M | |
| 13-reinforcement.pdf | 2018-11-24 14:53 | 2.6M | |
| 14-pgm.pdf | 2018-11-24 14:53 | 1.2M | |
| 15-sampling.pdf | 2018-11-24 14:53 | 575K | |
| 16-variational.pdf | 2018-11-24 14:53 | 1.8M | |
| 17-nlp.pdf | 2018-11-24 14:53 | 83K | |
| 18-lda.pdf | 2018-11-24 14:53 | 1.7M | |
| 19-epratings.pdf | 2018-11-24 14:54 | 2.6M | |
| tra-01.ipynb | 2018-11-24 14:54 | 2.6K | |
| tra-02.ipynb | 2018-11-24 14:54 | 81K | |
| tra-03.ipynb | 2018-11-24 14:54 | 685K | |
| tra-06.ipynb | 2018-11-24 14:54 | 13K | |
| tra-07.ipynb | 2018-11-24 14:54 | 911K | |
| tra-22.ipynb | 2018-11-24 14:54 | 35K | |
| tra-20.ipynb | 2018-12-14 11:31 | 575K | |
| tra-23.ipynb | 2018-12-14 11:31 | 98K | |
| tra-24.ipynb | 2018-12-14 11:31 | 36K | |
| tra-25.ipynb | 2018-12-14 11:31 | 1.1M | |
| 20-nonparametric.pdf | 2019-03-12 20:29 | 3.5M | |
| 21-deeplearning.pdf | 2019-03-12 20:29 | 4.9M | |
| 22-compgraph.pdf | 2019-03-12 20:29 | 2.5M | |
| 23-dlgeneral.pdf | 2019-03-12 20:29 | 4.8M | |
| 24-cnn.pdf | 2019-03-12 20:29 | 16M | |
| 25-cnn2.pdf | 2019-03-12 20:29 | 8.7M | |
| 26-objectdetection.pdf | 2019-03-12 20:30 | 38M | |
| 27-objectdetection2.pdf | 2019-03-12 20:30 | 51M | |
| 28-segmentation.pdf | 2019-03-12 20:30 | 42M | |
| 29-crf.pdf | 2019-03-12 20:31 | 7.0M | |
| 30-structured.pdf | 2019-06-24 18:17 | 29M | |
| 31-structured2.pdf | 2019-06-24 18:17 | 16M | |
| 32-crf2.pdf | 2019-06-24 18:17 | 19M | |
| 33-rnn.pdf | 2019-06-24 18:17 | 1.8M | |
| 34-rnn2.pdf | 2019-06-24 18:17 | 2.0M | |
| 35-deepnlp.pdf | 2019-06-24 18:17 | 5.1M | |
| 36-stochvarinf.pdf | 2019-06-24 18:17 | 1.2M | |
| 37-deepnlp2.pdf | 2019-06-24 18:17 | 15M | |
| 38-deepnlp3.pdf | 2019-06-24 18:17 | 2.1M | |
| 39-attention.pdf | 2019-06-24 18:17 | 13M | |
| 40-transformeralphago.pdf | 2019-06-27 21:34 | 10M | |
| 41-gan.pdf | 2019-06-27 21:35 | 41M | |