Some broken links in the API docs and user guide

[anushkmittal]

Eg. API Docs link on https://github.com/apple/turicreate/blob/master/userguide/recommender/introduction.md#recommender-systems

[znation]

Thanks for pointing that out @anushkmittal!

Looks like we have quite a few links that ended up 404ing. I'm guessing some of these pages have changed URLs over time and the content hasn't been updated. The full list of 404s is:

https://machinelearning.wustl.edu/mlpapers/paper_files/icml2003_ZhangJYH03.pdf
https://apple.github.io/turicreate/docs/userguide/object_detector/introduction.md
https://apple.github.io/turicreate/docs/userguide/sgraph/sfraph.md
https://apple.github.io/turicreate/docs/generated/turicreate.show.html
https://apple.github.io/turicreate/docs/api/generated/turicreate.load_sgraph.html
https://apple.github.io/turicreate/docs/api/generated/turicreate.recommender.MatrixFactorizationModel.html
https://apple.github.io/turicreate/docs/api/generated/turicreate.recommender.FactorizationModel.html
https://apple.github.io/turicreate/docs/turicreate.toolkits.recommender.html
https://apple.github.io/turicreate/docs/userguide/image_classifier/linear-regression.md
https://apple.github.io/turicreate/docs/userguide/image_classifier/logistic-regression.md
https://apple.github.io/turicreate/docs/api/turicreate.toolkits.text_analytics.html and\n[SArray](https://apple.github.io/turicreate/docs/api/generated/turicreate.SArray.html
http://www.aaai.org/Papers/KDD/1996/KDD96-037
https://apple.github.io/turicreate/docs/api/generated/turicreate.linear_regression.LinearRegression.list_fields.html
https://apple.github.io/turicreate/docs/api/generated/turicreate.linear_regression.LinearRegression.get.html
https://apple.github.io/turicreate/docs/userguide/supervised_learning/logistic-regression.md
https://apple.github.io/turicreate/docs/userguide/supervised_learning/svm.md
https://apple.github.io/turicreate/docs/userguide/supervised_learning/boosted_trees_classifier.md
https://apple.github.io/turicreate/docs/userguide/supervised_learning/random_forest_classifier.md
https://apple.github.io/turicreate/docs/userguide/supervised_learning/decision_tree_classifier.md
https://apple.github.io/turicreate/docs/userguide/deployment/linear-regression.md
https://apple.github.io/turicreate/docs/userguide/supervised_learning/boosted_trees_regression.md

And there are also some 301s/302s:

https://labrosa.ee.columbia.edu/millionsong
https://www.naftaliharris.com/blog/visualizing-dbscan-clustering
https://stats.idre.ucla.edu

[znation]

Oh, and the above is for the user guide. The API docs have these 404s as well:

http://www.ics.uci.edu/~smyth/courses/cs277/papers/intro-rec-sys-handbook.pdf
http://statweb.stanford.edu/~tibs/ElemStatLearn
http://www.aaai.org/Papers/KDD/1996/KDD96-037
https://www.cis.upenn.edu/~treebank/tokenization.html
https://www.kaggle.com/wiki/LogarithmicLoss

And these 301s/302s:

http://amstat.tandfonline.com/action/cookieAbsent
https://dl.acm.org/citation.cfm?id=279236
http://epubs.siam.org/action/cookieAbsent
http://proceedings.mlr.press/v37/neyshabur15.html
https://dl.acm.org/citation.cfm?id=1015332
http://www.research.att.com/people/Volinsky_Christopher_T/custom_index.html?utm_source=twitterfeed&utm_medium=twitter
https://www.microsoft.com/en-us/research/publication/stochastic-gradient-tricks/?from=http://research.microsoft.com/apps/pubs/default.aspx?id=192769
https://www.csie.ntu.edu.tw/~b97053/paper/Rendle2010FM.pdf
http://www.jstor.org/stable/2346178
https://en.wikipedia.org/wiki/Svm
https://www.naftaliharris.com/blog/visualizing-dbscan-clustering
https://publikationen.bibliothek.kit.edu/1000007159/4541
https://academic.oup.com/imajna/article-abstract/8/1/141/802460