188 Commits

Author SHA1 Message Date
rasbt 7af1df3f2d add link to korean translation 2017-01-27 01:26:38 -05:00
rasbt c10c207b74 add link to korean translation 2017-01-27 01:25:59 -05:00
rasbt 3dad1f479d avoid overfitting answer 2017-01-14 15:24:19 -05:00
rasbt 3a9423fba7 link to chinese version 2017-01-10 18:27:45 -05:00
rasbt e8f64027c7 add link to reader blogpost 2017-01-04 12:28:49 -05:00
rasbt ab0ba6382e added italian transl and upd german cover 2016-12-22 18:37:12 -05:00
rasbt d0578d77c7 ai and ml faq 2016-12-15 21:55:38 -05:00
rasbt ba4f511f17 svm categorical link in main readme 2016-11-13 18:40:51 -05:00
rasbt 6bea487efb reorder readme, toc on top 2016-11-04 23:23:31 -04:00
rasbt 410531f337 review upd 2016-11-03 22:35:27 -04:00
Aditya 95c9f5c424 small readme typo / grammar edit 2016-10-18 10:22:48 -04:00
rasbt 2a37b4b6ec make formatting in readme consistent 2016-10-06 23:44:47 -04:00
rasbt 15fd22e77d add feedback that reflects scope 2016-10-06 23:42:00 -04:00
rasbt e113d72f8c googlegroup badge 2016-08-27 19:15:34 -05:00
rasbt 2d3b210008 link to pydata material 2016-08-27 19:12:23 -05:00
rasbt 11a602ec6e add links to long reviews 2016-08-27 19:07:19 -05:00
rasbt cf3e04d872 add the alt cover 2016-08-10 22:30:19 -04:00
rasbt f8f2be3174 code by users 2016-08-10 22:26:11 -04:00
rasbt 5408d7ae59 add bibtex anbd mla ref 2016-07-29 21:19:39 -04:00
rasbt a72241ed74 video tutorial link 2016-07-20 15:52:03 -04:00
rasbt d6d63a8725 adding equations from chapter 11 2016-06-19 22:14:51 -04:00
rasbt 74e7669993 translations 2016-06-18 19:02:36 -04:00
rasbt 7096c12099 whats next section 2016-06-17 21:55:26 -04:00
rasbt 570f8236be linking equation reference 2016-06-15 02:22:15 -04:00
rasbt 935996f9e9 fix link to "Model evaluation, model selection, and algorithm selection in machine learning - Part I" 2016-06-11 21:23:53 -04:00
rasbt 1eef678b76 Model evaluation, model selection, and algorithm selection in machine learning - Part I 2016-06-11 21:05:59 -04:00
rasbt 9f2035915c upd watermark notes + links to translations 2016-05-28 22:42:56 -04:00
rasbt 8af26e13dd fix link to logistic boosting 2016-05-19 13:01:27 -04:00
rasbt 0e1cb311bd dropout technique 2016-05-09 12:04:44 -04:00
rasbt 7b18037905 Interlude: Comparing and Computing Performance Metrics in Cross-Validation -- Imbalanced Class Problems and 3 Different Ways to Compute the F1 Score 2016-05-03 23:31:39 -04:00
rasbt 4b6467f055 softmax regression bonus notebook 2016-04-02 18:45:17 -04:00
rasbt d9fa381f08 bonus nb: scikit-learn and model persistence via JSON 2016-03-23 23:37:50 -04:00
rasbt d3b0264d40 bonus nb: scikit-learn and model persistence via JSON 2016-03-23 23:36:44 -04:00
rasbt 4178420b15 fix link to model sele in data science faq 2016-03-21 13:55:13 -04:00
rasbt 1be3835ba3 logistic why sigmoid 2016-03-19 21:41:00 -04:00
rasbt 41f925b9e6 diff neural net adaline perceptron.md 2016-03-19 21:13:46 -04:00
rasbt 355e0842e8 What is the main difference between TensorFlow and scikit-learn 2016-03-19 17:29:32 -04:00
rasbt df25843db3 bag-of-words-sparsity 2016-03-19 02:48:48 -04:00
rasbt 05229a2306 add to neuralnet debugging checklist 2016-03-19 02:36:02 -04:00
rasbt b870abf7a0 model selection in data science 2016-03-17 20:59:37 -04:00
rasbt df81a58935 debugging artificial neural networks checklist 2016-03-17 20:42:09 -04:00
rasbt fa4034cfbb discussion board 2016-03-13 18:00:21 -04:00
rasbt 8848f94b30 faq: What is wrong when my neural network's error increases? 2016-03-09 03:17:19 -05:00
rasbt de6ef971af data preprocessing vs engineering 2016-03-03 00:00:04 -05:00
rasbt 4c49547869 faq: analytical solution to Logistic Regression similar to the Normal Equation for Linear Regression? 2016-02-21 14:57:00 -05:00
rasbt 573bc1abe9 faq: difference between cost and loss functions 2016-02-21 14:46:26 -05:00
rasbt 985c50a1c9 faq: What is the difference between a *cost function* and a *loss function* in machine learning? 2016-02-21 14:42:53 -05:00
rasbt 23316353ea What are the best toy datasets to help visualize and understand classifier behavior? 2016-02-16 19:55:22 -05:00
rasbt a3a1883280 What are the advantages of semi-supervised learning 2016-02-16 19:44:39 -05:00
rasbt e69d442e4e link to google books 2016-02-15 01:02:49 -05:00