stats++ wiki analytic_wiki_SQLdb http://wiki.statsxx.com/view/Main_Page MediaWiki 1.24.1 first-letter Media Special Talk User User talk project project talk File File talk MediaWiki MediaWiki talk Template Template talk Help Help talk Category Category talk 0 1 527 469 2021-04-23T18:52:49Z Jeffrey M. McMahon 1 {{DISPLAYTITLE: stats++ wiki}} Welcome to the '''stats++ wiki''', the instruction manual for [http://statsxx.com stats++]; and wiki for statistical topics in general. Note that if a topic either appears in red (i.e., has not yet been described in the wiki) or states '''IGNORE''', it means that such functionality has not yet been added to the release version, but has been developed and will be added soon. For pre-release access possibilities, see [http://statsxx.com/services here]. For discussions of [http://statsxx.com stats++] (support, suggestions, etc.), visit the [http://forums.statsxx.com discussion forums]. ==Front matter== ====[[Introduction]]==== ====Preliminaries==== * [[Requirements]] * [[Obtaining]] * [[Installation]] <!-- * [[Using|Using stats++]] --> ==[[Data collection and preprocessing]]== <!-- --> <!-- ====[[Data collection]]==== --> ====[[Data preprocessing]]==== <!-- * [[Data cleaning]] --> * [[Feature scaling]] <!-- * [[Decorrelation and whitening]] ('''IGNORE''') --> <!-- * [[Dimensionality reduction]] ('''IGNORE''') --> ==[[Statistics]]== ====[[Descriptive statistics]]==== <!-- --> <!-- ====[[Performance statistics]]==== --> ====[[Distributions]]==== <!-- --> * [[Distribution fitting]] ==[[Machine learning]]== ====[[Supervised learning]]==== <!-- * [[Gaussian process]] ('''IGNORE''') --> <!-- * [[Kernel ridge regression]] --> * [[Neural network]] <!-- * [[Probabilistic neural network]] --> <!-- * [[Ensemble learning]] --> ====[[Unsupervised learning]]==== * [[Restricted Boltzmann machine]] ('''IGNORE''') * [[Deep belief network]] <!-- --> <!-- ====[[Reinforcement learning]]==== --> ====[[Activation function]]==== ==[[Optimization]]== ====[[Evolutionary algorithm]]==== ====[[Loss function]]==== ==Tutorials== ====[[Data tutorials|Data collection and preprocessing]]==== ====[[Machine learning tutorials|Machine learning]]==== ==End matter== ====[[:Category:Appendices|Appendices]]==== * [[Conventions|Appendix A: Conventions]] * [[Symbols|Appendix B: Probability and statistics symbols]] ====[[Troubleshooting]]==== ====[[Known issues]]==== <!-- --> <!-- ====[[In development]]==== --> __NOTOC__ ss68ti6bnbbpqea6s5djzoczmq8sgyj wikitext text/x-wiki