stats++ wiki

Welcome to the stats++ wiki, the instruction manual for 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 here.

For discussions of stats++ (support, suggestions, etc.), visit the discussion forums.

Front matter

Preliminaries

• Requirements
• Obtaining
• Installation

Data collection and preprocessing

Data preprocessing

• Feature scaling

Statistics

Distributions

• Distribution fitting

Machine learning

Supervised learning

• Neural network

Unsupervised learning

• Restricted Boltzmann machine (IGNORE)
• Deep belief network

End matter

Appendices

• Appendix A: Conventions
• Appendix B: Probability and statistics symbols