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66 Commits

Author SHA1 Message Date
Himadri Sankar Chatterjee
9c8acd5a45 Contribution on the topic. (#31767) 
* Contribution on the topic.

Added some basic information on the concept of Multi Layer Perceptron. Added an image for better understanding of the concept.

* Added extra information.

Check out the following piece of data on MLP.

* Update index.md

* Update index.md
 2019-07-19 16:38:33 -05:00
Venkatraman Narayanan
bfc8d3471c Added optimization algorithms for Gradient Descent (#32096) 2019-07-19 16:38:00 -05:00
Vyshak Puthusseri
7b08f7b4ed Added the topic Evaluating the clustering (#35855) 
* Added the topic Evaluating the clustering 

How can we evaluate the clustering algorithms,  based on analyzing our results.

* Fixed grammar and put in second person
 2019-07-19 16:27:13 -05:00
Pinak Roy Chowdhury
d59f422be3 Support Vector Machine index updated. (#33509) 
Added multiple sections in the index page of support vector machine.
 2019-07-19 16:18:52 -05:00
Tanay Kulkarni
42181af79b Added the nltk library installation. (#31603) 
* Added the nltk library installation.

* Address feedback
 2019-07-19 15:59:11 -05:00
Jason Yum
6caff8ec37 Add section on pooling (#32302) 
Intuition is that pooling creates "fuzzier" images through subsampling (also known as down-sampling). Good example where reducing information actually makes an algorithm more efficient by reducing overfitting.
 2019-07-08 18:03:16 -05:00
Jason Yum
95f589a9f6 Add mini-batch gradient descent section (#32313) 
Mini-batch is more popular than SGD, especially for extremely large data sets.
 2019-07-07 18:15:19 -05:00
asanati
2719823065 Added "Neural Networks" (#33971) 
* Added "Neural Networks"

* fix: removed sentence not needed
 2019-06-28 00:22:14 -07:00
Jason Yum
762654d4f6 Add example related to sampling large state space problems (#32270) 
Not all games of solitaire are winnable. Using Monte Carlo simulations to sample games helps build strong intuition.
 2019-06-27 23:16:16 -07:00
Jason Yum
039b53dfd8 Create initial RNN description, added more information link (#32297) 
* Create initial RNN description, added more information link

Included a generic RNN diagram of a stacked and unfolded RNN. Motivated material with example sentence.

* Add additional link

* Add helpful link on LSTMs
 2019-06-27 15:32:24 -07:00
resrv
625bb4416d Added RNN (#29276) 2019-06-27 15:19:05 -07:00
logtata
90a9f27440 Add Introduction to Machine Learning Article (#33555) 
Add Introduction to Machine Learning Article as additional reference
 2019-06-25 13:51:50 -07:00
Alfred Skaria
a2eb82c20c added attributions to the code (#28095) 
Explained the backpropagation in simple terms
 2019-06-25 13:50:22 -07:00
Jason Yum
7e2e9a61bc Add explore-exploit problem as important theme in RL (#32322) 
Explore exploit helps motivate the different decisions facing RL algorithms and introduces the concept of "greedy" approaches.
 2019-06-25 13:34:30 -07:00
Derek Strobel
b1a9ae7b65 Create article for autoencoder networks (#27107) 
Started article in machine learning directory for autoencoder neural networks providing a brief overview of the motivation and ideas behind them
 2019-06-24 15:04:47 -07:00
Ahmad Abdolsaheb
d24778ceb8 fix: replace imgur URLs with s3 URLs for files with potential conflict (#36049) 
* fix: replace imgur with s3 for files with potential conflict

(cherry picked from commit 4ec62c0e29a64b0288eade45fb510f25c622945a)

* fix/remote extra link

Co-Authored-By: Randell Dawson <5313213+RandellDawson@users.noreply.github.com>

* fix: revert change
 2019-06-12 11:19:43 +03:00
Cameron Behdani
a6cc69c4ad Added related resource section and a useful resource (#32997) 
* Added related resource section and a useful resource

* Update index.md
 2019-05-17 12:16:20 -04:00
Ashwin Aishvarya Vardhan
241d966e54 added info about scikit-learn and accuracy metrics (#30179) 
* added info about scikit-learn and accuracy metrics

Added some information about R-squared score.

* Update index.md
 2019-05-17 11:26:20 -04:00
sophiekamuf
d379381458 Add "K-means clustering description" (#24684) 2019-05-10 19:56:16 -07:00
codestin
1401b3344c Update index.md with grammatical, formatting fixes (#28890) 2019-04-09 14:20:10 +05:30
Jatin Premjani
d9480c5e79 Added learning resources (#30616) 2019-04-07 15:13:02 +05:30
Ashwin Aishvarya Vardhan
1d02702a46 added info on deep learning in android and web (#30188) 
Resources on how to incorporate pre-trained models on android as well as web apps.
 2019-04-07 14:48:18 +05:30
Ashwin Aishvarya Vardhan
db7649a0b0 Corrected some typos (#30176) 2019-04-07 14:20:45 +05:30
Forrest Held
a803330c4b Update index.md (#29005) 
Add three free courses on deep learning. Two from fast.ai that are USF graduate courses and one from Kaggle that is used for people starting to do competition.
 2019-04-07 14:07:09 +05:30
Domin Sweet
ea596b6e93 Fixed grammar in last sentence. (#28089) 
The original form of the sentence was difficult to understand, so I split it into 2 complete sentences.
 2019-03-21 21:35:37 +05:30
Deandre White
535bbab99a Fixed "then" to "the" typo (#28843) 2019-03-07 19:08:13 -08:00
codestin
5b73ed54e2 Update index.md with grammatical, spelling fixes (#28874) 2019-02-23 23:04:40 -08:00
Varian Caesar
c900cec85e edit(guide): simplify cost function (#29668) 
Simplify the cost function for logistic regression
 2019-02-14 12:45:14 -08:00
Varian Caesar
6e80bb3c79 edit(guide): restructuring the sample code (#29654) 
Add some comment, edit some line of codes to make it easier to understand.
 2019-01-30 13:58:17 -08:00
codestin
ed542ea7d4 Update index.md with grammatical improvements (#28862) 2019-01-29 11:16:59 -07:00
veera-potnis
a4836c1a65 Google Colaboratory (#28675) 
Information about a machine learning online environment.
 2019-01-29 09:33:13 -07:00
Ria Cheruvu
b3f88b5a2a fix: Update index.md (#24727) 
Updated section on basic pipeline for supervised learning to be more accurate and cover all the steps. Added link to Machine Learning Mastery website in the More Information section.
 2019-01-29 09:11:17 -07:00
Calvin Leung
e876a0121e Added additional Tensorflow youtube tutorial (#29341) 2019-01-21 10:04:48 -06:00
Yogesh Nimangre
08946f0d3f added course (#24077) 
* added course

* corrected link title
 2018-12-22 14:00:02 -05:00
spinder96
56a42de7b1 Add link to show k-means (#25732) 
Link gives an interactive visualization of how the k-means algorithm works.
 2018-12-21 21:20:49 -05:00
resrv
04a1fc4fc6 Added Transfer learning (#29462) 
* Added Transfer learning

* Added VGGnet

* Rename guide/english/machine-learning/deep-learning/transfer-learning/VGGnet.md to guide/english/machine-learning/deep-learning/transfer-learning/vggnet/index.md
 2018-12-21 08:09:42 -08:00
Praneeth Paikray
0fd5cb318a Article for unsupervised learning (#26057) 2018-12-21 05:20:14 -05:00
Bradley
a54a38ccc9 Added resource for Machine Learning (#24888) 
Provided a course for people who are wanting to go more in-depth with machine learning.
 2018-12-15 05:20:54 -05:00
sophiekamuf
a906bfbcb6 Add "*Text summarization" and "*Pattern..." (#24647) 2018-12-13 21:16:02 -05:00
sophiekamuf
f855608b23 Add "Example 3" (#24658) 2018-12-13 21:12:38 -05:00
Yogesh Nimangre
f9ae997467 Added info of crash course (#24048) 
* Added info of crash course

* Reordered change
 2018-12-07 22:49:20 -05:00
asanati
ca3c57bde5 Minor grammar and structure changes (#23370) 2018-12-03 11:33:34 -07:00
Githubtesting123
78c6e30439 Update index.md (#23882) 2018-12-01 21:59:39 -05:00
Alvin Tan
720f8562bf Added "overfitting and underfitting" (#25528) 2018-11-30 20:44:27 +05:30
Abhishek Prusty
78757fab28 Added resources (#23412) 
* Added resources

* Fixed formatting
 2018-11-25 23:13:40 -05:00
Dalton Harmsen
8d4bf66614 Added correlation =/= causation (#22433) 
with explanatory applications.
 2018-11-21 22:00:14 -06:00
manoj24t
7588d6693d add the link "Math, Stats and NLP for Machine Learning" to article (#22372) 2018-11-21 14:18:21 -07:00
Ritul Srivastava
a7616e7b23 Updated index.md (#22280) 
* Updated index.md

Added more resources to the article

* Updated index.md

* Added more resources to the article

Moved the lines out of the code block as requested
 2018-11-19 08:03:11 -06:00
AsHwInIrp
1bbc944a30 Update index.md (#33416) 2018-11-19 08:00:14 +05:30
Mudit Choraria
1606de6c51 Added a simple example for easy understanding. (#21991) 2018-11-17 19:55:17 -07:00