Name | Last modified | Size | Description | |
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hse-02.ipynb | 05-Feb-2017 10:37 | 7.0K | ||
hse-01.ipynb | 05-Feb-2017 10:37 | 2.4K | ||
39-dl6-gan.pdf | 15-Dec-2017 16:33 | 33M | ||
38-dl5-rnn.pdf | 15-Dec-2017 16:32 | 2.0M | ||
37-dl4-cnn.pdf | 15-Dec-2017 16:32 | 25M | ||
36-dl3-batchnorm.pdf | 15-Dec-2017 16:31 | 384K | ||
35-dl2-backprop.pdf | 15-Dec-2017 16:31 | 3.1M | ||
34-dl1-intro.pdf | 15-Dec-2017 16:31 | 6.9M | ||
33-lda.pdf | 15-Dec-2017 16:31 | 870K | ||
32-naivebayes.pdf | 15-Dec-2017 16:31 | 131K | ||
30-variational.pdf | 15-Dec-2017 16:31 | 769K | ||
29-sampling.pdf | 01-Oct-2017 12:03 | 241K | ||
28-approximate.pdf | 01-Oct-2017 12:03 | 602K | ||
27-messages.pdf | 01-Oct-2017 12:03 | 417K | ||
26-factorgraphs.pdf | 01-Oct-2017 12:03 | 124K | ||
25-pgm.pdf | 01-Oct-2017 12:03 | 620K | ||
24-recommender2.pdf | 13-Jun-2017 15:57 | 293K | ||
23-recommender.pdf | 13-Jun-2017 15:57 | 779K | ||
22-HMM2.pdf | 13-Jun-2017 15:57 | 909K | ||
21-HMM.pdf | 13-Jun-2017 15:57 | 75K | ||
20-EM.pdf | 20-May-2017 12:37 | 497K | ||
19-clustering.pdf | 20-May-2017 12:37 | 45K | ||
18-mart.pdf | 20-May-2017 12:37 | 60K | ||
17-ranking.pdf | 20-May-2017 12:37 | 78K | ||
16-xgboost.pdf | 02-May-2017 23:46 | 1.8M | ||
15-ensembles.pdf | 02-May-2017 23:46 | 154K | ||
14-svm2.pdf | 24-Apr-2017 15:56 | 257K | ||
13-svm.pdf | 24-Apr-2017 15:56 | 263K | ||
12-logregrbayes.pdf | 24-Apr-2017 15:56 | 67K | ||
11-logregr.pdf | 24-Apr-2017 15:56 | 113K | ||
10-ldaqda.pdf | 03-Mar-2017 17:09 | 897K | ||
09-fischer.pdf | 03-Mar-2017 17:09 | 304K | ||
08-modelcomp.pdf | 05-Feb-2017 10:26 | 262K | ||
07-lasso.pdf | 05-Feb-2017 10:26 | 417K | ||
06-biasvariance.pdf | 27-Jan-2017 22:21 | 210K | ||
05-ridgebayes.pdf | 27-Jan-2017 22:21 | 1.3M | ||
04-minsquares.pdf | 22-Jan-2017 20:16 | 298K | ||
03-conjugate.pdf | 22-Jan-2017 20:16 | 442K | ||
02-bayes.pdf | 15-Jan-2017 14:39 | 61K | ||
01-intro.pdf | 15-Jan-2017 14:39 | 56K | ||