165 Commits

Author SHA1 Message Date
Clark Zinzow f43970f6fc Fixed minor typos.
Fixed a couple of typos and removed pronoun shifts in order to maintain a consistent point of view (first person plural, "we".)
2017-02-21 06:34:47 -06:00
rasbt 3dad1f479d avoid overfitting answer 2017-01-14 15:24:19 -05:00
rasbt 97d8c22ead upd MultiLayerPerceptron name 2017-01-05 09:47:48 -05:00
rasbt d0578d77c7 ai and ml faq 2016-12-15 21:55:38 -05:00
Nipun aka Saddy f0628ccc49 small typo
At Second last paragraph - changed statement from "now way around" -> "no way around"
2016-12-13 23:34:26 +05:30
Brandon Sheffield b1c520494e minor typos. 2016-12-12 10:47:54 -06:00
rasbt 5919187db6 svm for categorical 2016-11-13 18:34:02 -05:00
rasbt d1571a9ed6 add assumption to entropy vs class error in tree splitting 2016-10-25 12:17:28 -04:00
rasbt 6cb52ae0f5 remove extra meta data 2016-08-27 19:21:34 -05:00
rasbt 73b54fc941 update semisupervised 2016-07-29 08:12:22 -04:00
Neeraj Singh Sarwan 1bd4cbd103 changed model scoring value from 0.98 to 0.95 2016-07-08 16:44:28 +05:30
SumitBando c24f6f74b0 Update difference-deep-and-normal-learning.md 2016-07-03 19:17:24 -07:00
rasbt eaf587526b figure updates logreg 2016-07-01 14:33:45 -04:00
rasbt 06f6e50cfc fix merge conflicts 2016-06-26 04:14:26 -04:00
Erik Reinertsen 5581df46c2 Rewrote the last sentence introducing lambda
And also fixed a mis-spelling of "constrained" at the end of the page.
2016-06-26 04:11:34 -04:00
Erik Reinertsen 225d934cd2 typo: missing word
I think "term" should be added there.
2016-06-25 16:27:28 -07:00
Sebastian Raschka b2ea7354e3 Merge pull request #15 from lxj616/patch-1
fix typo
2016-06-24 19:55:26 -04:00
rasbt 7cb5808494 update l2 term 2016-06-24 13:50:43 -04:00
lxj616 0cc24ed74b fix typo
one of he work horses of Data Mining --> one of the work horses of Data Mining
2016-06-21 18:44:03 +08:00
rasbt 8098dd56e7 update diff deep learning regular ml 2016-06-08 22:37:30 -04:00
Shashank Srivastav be609a7fcc Update difference-deep-and-normal-learning.md
Fixes to grammatical errors
2016-06-06 00:18:26 +05:30
Matt Bachmann 853e32f7a5 Update difference-deep-and-normal-learning.md
fixing typo
2016-06-05 12:32:51 -04:00
rasbt 77442b425c consistend indeces 2016-05-27 14:18:25 -04:00
rasbt ded187fe09 fix linear model eq 2016-05-27 13:51:06 -04:00
rasbt c611e92343 fixed broken link to why-python post 2016-05-12 22:38:59 -04:00
rasbt 0e1cb311bd dropout technique 2016-05-09 12:04:44 -04:00
rasbt fe4142442c passage flip 2016-05-04 03:24:46 -04:00
rasbt 5f99304293 section separators 2016-05-04 00:53:32 -04:00
rasbt 52c08311f5 Interlude: Comparing and Computing Performance Metrics in Cross-Validation -- Imbalanced Class Problems and 3 Different Ways to Compute the F1 Score 2016-05-03 23:34:10 -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 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 8848f94b30 faq: What is wrong when my neural network's error increases? 2016-03-09 03:17:19 -05:00
Maxwell Tietze c2c1f7dcf4 fix faq typo 2016-03-07 14:53:47 -05:00
rasbt de6ef971af data preprocessing vs engineering 2016-03-03 00:00:04 -05:00
rasbt 2cdfee36b2 the puprose of the return self idioms in my code examples 2016-03-02 23:55:08 -05:00
rasbt 3eacf85cd2 how to select svm kernels 2016-03-02 16:40:37 -05:00
rasbt 99c42ffe81 difference between filter, wrapper, and embedded methods for feature selection 2016-03-02 16:14:37 -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 8055974455 faq enhancement logistic generalized linear model 2016-02-15 01:24:47 -05:00