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| Name | Last modified | Size | Description |
|---|---|---|---|---|
| Parent Directory | - | ||
| 01-intro.pdf | 08-Dec-2017 14:37 | 53K | |
| 02-bayesthm.pdf | 08-Dec-2017 14:37 | 511K | |
| 03-linregr.pdf | 08-Dec-2017 14:37 | 347K | |
| 04-linregularize.pdf | 08-Dec-2017 14:37 | 1.1M | |
| 05-linbayes.pdf | 08-Dec-2017 14:37 | 406K | |
| 06-gaussbayes.pdf | 08-Dec-2017 14:37 | 93K | |
| 07-statdecision.pdf | 08-Dec-2017 14:37 | 449K | |
| 08-classification.pdf | 08-Dec-2017 14:37 | 301K | |
| 09-ldaqda.pdf | 08-Dec-2017 14:37 | 908K | |
| 10-logregr.pdf | 08-Dec-2017 14:37 | 144K | |
| 11-svm.pdf | 08-Dec-2017 14:37 | 470K | |
| 12-svm2.pdf | 08-Dec-2017 14:37 | 254K | |
| 13-ensembles.pdf | 08-Dec-2017 14:37 | 1.9M | |
| 14-clustering.pdf | 08-Dec-2017 14:37 | 52K | |
| 15-em.pdf | 08-Dec-2017 14:37 | 562K | |
| 16-hmm.pdf | 08-Dec-2017 14:37 | 93K | |
| 17-hmm2.pdf | 08-Dec-2017 14:37 | 918K | |
| 18-recommender.pdf | 08-Dec-2017 14:37 | 777K | |
| 19-recommender2.pdf | 08-Dec-2017 14:37 | 762K | |
| 20-recommender3.pdf | 24-Nov-2018 14:52 | 593K | |
| 21-learningtorank.pdf | 24-Nov-2018 14:52 | 104K | |
| 22-graphmodels.pdf | 24-Nov-2018 14:52 | 683K | |
| 23-messages.pdf | 24-Nov-2018 14:52 | 549K | |
| 24-sampling.pdf | 24-Nov-2018 14:52 | 388K | |
| 25-variational.pdf | 24-Nov-2018 14:52 | 954K | |
| 26-variational2.pdf | 24-Nov-2018 14:52 | 868K | |
| 27-topicmodeling.pdf | 24-Nov-2018 14:52 | 1.0M | |
| 28-epratings.pdf | 24-Nov-2018 14:52 | 2.4M | |
| 29-dl-intro.pdf | 24-Nov-2018 14:52 | 3.9M | |
| 30-dl-perceptron.pdf | 18-Dec-2018 21:12 | 2.8M | |
| 31-dl-regularization.pdf | 18-Dec-2018 21:12 | 2.3M | |
| 32-dl-graddescent.pdf | 18-Dec-2018 21:12 | 193K | |
| 33-dl-convolutional.pdf | 18-Dec-2018 21:12 | 6.9M | |
| 34-dl-convolutional2.pdf | 18-Dec-2018 21:12 | 11M | |
| 35-dl-conv3recurrent.pdf | 18-Dec-2018 21:12 | 5.1M | |
| 36-dl-lstm.pdf | 18-Dec-2018 21:12 | 2.0M | |
| 37-dl-nlp.pdf | 18-Dec-2018 21:12 | 466K | |
| 38-dl-word2vec.pdf | 18-Dec-2018 21:12 | 1.1M | |
| 39-dl-attention.pdf | 18-Dec-2018 21:12 | 8.8M | |
| 40-dl-vae.pdf | 18-Dec-2018 21:11 | 2.3M | |
| 41-dl-gan.pdf | 18-Dec-2018 21:12 | 41M | |
| ml-01.ipynb | 02-Sep-2017 10:45 | 2.5K | |
| ml-02.ipynb | 08-Dec-2017 14:45 | 35K | |
| ml-03.ipynb | 08-Dec-2017 14:45 | 201K | |
| ml-04.ipynb | 08-Dec-2017 14:45 | 665K | |
| ml-10.ipynb | 08-Dec-2017 14:45 | 12K | |
| ml-13.ipynb | 08-Dec-2017 14:45 | 12K | |
| ml-14.ipynb | 08-Dec-2017 14:45 | 8.1K | |
| ml-32.ipynb | 24-Nov-2018 14:52 | 95K | |