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Pinboard (kent37) https://pinboard.in/u:kent37/public/ recent bookmarks from kent37 Feature Engineering and Selection: A Practical Approach for Predictive Models 2021-07-07T16:30:57+00:00 https://bookdown.org/max/FES/ kent37 R learning machine-learning https://pinboard.in/ https://pinboard.in/u:kent37/b:416afc8d6825/ Machine Learning for Everyone :: In simple words. With real-world examples. 2021-03-24T22:51:35+00:00 https://vas3k.com/blog/machine_learning/ kent37machine-learning https://pinboard.in/ https://pinboard.in/u:kent37/b:d46b27c59fe9/ ggplot2 Based Plots with Statistical Details • ggstatsplot 2020-12-07T12:57:20+00:00 https://indrajeetpatil.github.io/ggstatsplot/index.html kent37ggplot2 R machine-learning visualization https://pinboard.in/ https://pinboard.in/u:kent37/b:caf9e5be432b/ Tidy Modeling with R 2020-10-12T11:34:47+00:00 https://www.tmwr.org/ kent37 R machine-learning https://pinboard.in/ https://pinboard.in/u:kent37/b:25ab3ebfe0fb/ Statistical Rethinking Winter 2019 Lecture 01 - YouTube 2019-10-08T11:50:28+00:00 https://www.youtube.com/watch?v=4WVelCswXo4&list=PLDcUM9US4XdNM4Edgs7weiyIguLSToZRI&index=1 kent37R bayes machine-learning https://pinboard.in/ https://pinboard.in/u:kent37/b:d13bdf0ff724/ Yellowbrick: Machine Learning Visualization 2019-10-08T11:25:53+00:00 http://www.scikit-yb.org/en/latest/ kent37python machine-learning https://pinboard.in/ https://pinboard.in/u:kent37/b:d4ca6755e757/ 101 Machine Learning Algorithms for Data Science 2019-07-18T10:31:08+00:00 https://blog.datasciencedojo.com/machine-learning-algorithms/ kent37machine-learning https://pinboard.in/ https://pinboard.in/u:kent37/b:08a22005dc64/ Some R Packages for ROC Curves · R Views 2019-03-02T13:33:01+00:00 https://rviews.rstudio.com/2019/03/01/some-r-packages-for-roc-curves/ kent37 R visualization machine-learning https://pinboard.in/ https://pinboard.in/u:kent37/b:4570d597d986/ Introduction to pcLasso 2019-01-14T13:11:41+00:00 https://cran.r-project.org/web/packages/pcLasso/vignettes/pcLasso.html kent37 R machine-learning https://pinboard.in/ https://pinboard.in/u:kent37/b:b1a37cc7797f/ breakDown plots for the generalised linear model 2018-02-24T14:13:55+00:00 https://cran.rstudio.com/web/packages/breakDown/vignettes/break_glm.html kent37R visualization machine-learning https://pinboard.in/ https://pinboard.in/u:kent37/b:d74d877402c9/ A Quick Tour of multiROC 2018-02-24T13:26:40+00:00 https://cran.rstudio.com/web/packages/multiROC/vignettes/my-vignette.html kent37R machine-learning https://pinboard.in/ https://pinboard.in/u:kent37/b:1ec0bdfe62e4/ Deep Learning - The Straight Dope 2017-10-13T11:29:14+00:00 http://gluon.mxnet.io/ kent37 python machine-learning neural-networks https://pinboard.in/ https://pinboard.in/u:kent37/b:aa3e5afd7c86/ mlr: Machine Learning in R 2017-03-30T17:40:19+00:00 https://github.com/mlr-org/mlr kent37 R machine-learning https://pinboard.in/ https://pinboard.in/u:kent37/b:12bd4902d361/ classifierplots 2017-02-27T15:08:52+00:00 https://github.com/ambiata/classifierplots kent37 R machine-learning visualization https://pinboard.in/ https://pinboard.in/u:kent37/b:8cffaae15078/ glmnetUtils: quality of life enhancements for elastic net regression with glmnet 2016-11-02T13:25:54+00:00 http://blog.revolutionanalytics.com/2016/11/glmnetutils.html kent37R machine-learning https://pinboard.in/ https://pinboard.in/u:kent37/b:d7e7210508eb/ Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech! 2016-10-25T01:28:21+00:00 https://github.com/songrotek/Deep-Learning-Papers-Reading-Roadmap kent37neural-networks machine-learning https://pinboard.in/ https://pinboard.in/u:kent37/b:754819b3d259/ Metacademy - Bayesian machine learning 2014-09-02T11:40:15+00:00 http://www.metacademy.org/roadmaps/rgrosse/bayesian_machine_learning kent37machine-learning https://pinboard.in/ https://pinboard.in/u:kent37/b:652fc825e55c/ So you wanna try Deep Learning? 2014-08-11T01:24:27+00:00 https://snippyhollow.github.io/blog/2014/08/09/so-you-wanna-try-deep-learning/ kent37machine-learning https://pinboard.in/ https://pinboard.in/u:kent37/b:860a320c77b6/ Quoc Le’s Lectures on Deep Learning 2014-07-15T00:51:30+00:00 http://www.trivedigaurav.com/blog/quoc-les-lectures-on-deep-learning/ kent37machine-learning https://pinboard.in/ https://pinboard.in/u:kent37/b:6a61e484ce85/ 12 Free (as in beer) Data Mining Books 2014-05-26T11:57:18+00:00 http://christonard.com/12-free-data-mining-books/ kent37data-mining statistics machine-learning https://pinboard.in/ https://pinboard.in/u:kent37/b:1de77afbf2bb/ Forecasting: principles and practice 2014-02-09T18:22:04+00:00 https://www.otexts.org/fpp/ kent37machine-learning R https://pinboard.in/ https://pinboard.in/u:kent37/b:609c64007e5f/ MLDemos - A visualization tool for machine learning 2013-04-01T12:04:22+00:00 http://mldemos.b4silio.com/ kent37machine-learning https://pinboard.in/ https://pinboard.in/u:kent37/b:3093899414cb/ New package for ensembling R models 2013-03-13T18:44:34+00:00 http://moderntoolmaking.blogspot.com/2013/03/new-package-for-ensembling-r-models.html kent37R machine-learning https://pinboard.in/ https://pinboard.in/u:kent37/b:7ab3e2441cb8/ medley package - combine predictive models 2013-03-09T23:10:01+00:00 https://github.com/mewo2/medley kent37R machine-learning https://pinboard.in/ https://pinboard.in/u:kent37/b:fc6972305493/ MLcomp 2013-03-08T13:10:48+00:00 http://mlcomp.org/ kent37 data-science machine-learning https://pinboard.in/ https://pinboard.in/u:kent37/b:9124e2986692/ Practical machine learning: methods and algorithmics 2013-02-27T01:55:27+00:00 http://www.cbcb.umd.edu/~hcorrada/PracticalML/ kent37machine-learning https://pinboard.in/ https://pinboard.in/u:kent37/b:585f6f7e290e/ Deep Learning 2012-11-30T03:07:48+00:00 http://deeplearning.net/ kent37machine-learning https://pinboard.in/ https://pinboard.in/u:kent37/b:462bef1ee2f4/ Shark machine learning library 2012-11-30T02:45:15+00:00 http://image.diku.dk/shark/sphinx_pages/build/html/index.html kent37 machine-learning https://pinboard.in/ https://pinboard.in/u:kent37/b:7e5717960301/ Machine Learning Open Source Software 2012-09-15T01:10:59+00:00 http://mloss.org/software/ kent37machine-learning https://pinboard.in/ https://pinboard.in/u:kent37/b:6eb4b4ecde60/ Best Books for Social Scientists on Bayesian Analysis 2012-07-16T18:52:44+00:00 http://blog.carlislerainey.com/2012/07/16/best-books-on-bayesian-analysis/ kent37machine-learning bayes https://pinboard.in/ https://pinboard.in/u:kent37/b:870ed02dafe5/ Top 10 algorithms in data mining 2012-05-15T15:11:58+00:00 http://www.cs.uvm.edu/~icdm/algorithms/10Algorithms-08.pdf kent37machine-learning data-mining https://pinboard.in/ https://pinboard.in/u:kent37/b:3ea1feeee943/ Using the caret package 2012-02-29T00:35:41+00:00 http://www.jstatsoft.org/v28/i05/paper kent37R machine-learning https://pinboard.in/ https://pinboard.in/u:kent37/b:17b2b2eee184/ Laird Breyer's Markov Chain Monte Carlo (MCMC) Simulator 2012-02-01T02:40:54+00:00 http://www.lbreyer.com/classic.html kent37machine-learning https://pinboard.in/ https://pinboard.in/u:kent37/b:4894e0217f7a/ comp.ai.neural-nets FAQ 2012-01-26T16:27:05+00:00 http://www.faqs.org/faqs/ai-faq/neural-nets/part1/preamble.html kent37neural-networks machine-learning https://pinboard.in/ https://pinboard.in/u:kent37/b:229fe86a4bb9/ Feed-forward neural network for python (ffnet) 2012-01-08T14:38:22+00:00 http://ffnet.sourceforge.net/index.html kent37python machine-learning https://pinboard.in/ https://pinboard.in/u:kent37/b:db48a4157e2f/ Top 10 Algorithms in Data Mining 2012-01-02T00:24:48+00:00 http://gettinggeneticsdone.blogspot.com/2010/04/top-10-algorithms-in-data-mining.html kent37data-mining machine-learning https://pinboard.in/ https://pinboard.in/u:kent37/b:ba3d314d092b/ Waffles 2011-12-23T14:18:20+00:00 http://waffles.sourceforge.net/ kent37 machine-learning https://pinboard.in/ https://pinboard.in/u:kent37/b:0a1b1c675515/ ROCR: Classifier Visualization in R 2011-11-28T00:29:43+00:00 http://rocr.bioinf.mpi-sb.mpg.de/ kent37machine-learning R https://pinboard.in/ https://pinboard.in/u:kent37/b:ed935685d594/ Freely Available Textbooks on Machine Learning 2011-11-27T13:14:34+00:00 http://metaoptimize.com/qa/questions/186/good-freely-available-textbooks-on-machine-learning kent37machine-learning https://pinboard.in/ https://pinboard.in/u:kent37/b:f1bce368f3b5/ Best Practices for Convolutional Neural Networks 2011-11-10T21:08:01+00:00 http://research.microsoft.com/pubs/68920/icdar03.pdf kent37 machine-learning neural-networks https://pinboard.in/ https://pinboard.in/u:kent37/b:b60da650ff4f/ Notes on Convolutional Neural Networks 2011-11-10T21:07:06+00:00 http://cogprints.org/5869/1/cnn_tutorial.pdf kent37machine-learning neural-networks https://pinboard.in/ https://pinboard.in/u:kent37/b:ac98ff93832d/ Convolutional Neural Net (LeNet-5) 2011-11-10T21:04:39+00:00 http://yann.lecun.com/exdb/publis/pdf/lecun-98.pdf kent37 machine-learning neural-networks https://pinboard.in/ https://pinboard.in/u:kent37/b:f66cec1af14c/ Stanford School of Engineering - Stanford Engineering Everywhere 2011-08-17T15:59:10+00:00 http://see.stanford.edu/see/materials/aimlcs229/handouts.aspx kent37machine-learning https://pinboard.in/ https://pinboard.in/u:kent37/b:5a827801dd77/ Machine Learning Demos 2011-06-03T11:19:32+00:00 http://mldemos.epfl.ch/ kent37machine-learning https://pinboard.in/ https://pinboard.in/u:kent37/b:3bd85edb146b/ mlpy Documentation 2011-04-25T17:33:46+00:00 https://mlpy.fbk.eu/data/doc/ kent37machine-learning python https://pinboard.in/ https://pinboard.in/u:kent37/b:51c83868548b/ scikits.learn: machine learning in Python 2011-03-26T14:16:24+00:00 http://scikit-learn.sourceforge.net/ kent37machine-learning python https://pinboard.in/ https://pinboard.in/u:kent37/b:5049310b50ad/ Modular toolkit for Data Processing (MDP) 2011-03-17T12:48:31+00:00 http://mdp-toolkit.sourceforge.net/index.html kent37machine-learning python https://pinboard.in/ https://pinboard.in/u:kent37/b:e07b04b18e36/ Google Prediction API 2011-03-14T20:39:15+00:00 http://code.google.com/apis/predict/docs/getting-started.html kent37machine-learning https://pinboard.in/ https://pinboard.in/u:kent37/b:490136c16973/ KNIME | KNIME 2011-03-12T19:01:47+00:00 http://knime.org/knime kent37data-science machine-learning https://pinboard.in/ https://pinboard.in/u:kent37/b:c0b6995108cf/ Rapid - I 2011-03-12T19:01:35+00:00 http://rapid-i.com/content/view/181/190/lang,en/ kent37data-science machine-learning https://pinboard.in/ https://pinboard.in/u:kent37/b:c286041e95f9/ Measuring Measures - Learning about Machine Learning, 2nd Ed. 2011-03-12T19:00:13+00:00 http://measuringmeasures.com/blog/2010/3/12/learning-about-machine-learning-2nd-ed.html kent37machine-learning https://pinboard.in/ https://pinboard.in/u:kent37/b:42af88b22a33/