This list is intended to introduce some of the tools of Bayesian statistics and machine learning that can be useful to computational research in cognitive science.
The NetAnalyzer Project drives open source development of interactive control, debugging, analysis, and visualization tools for Hierarchical Temporal Memory (HTM).