Nitime: time-series analysis for neuroscienceΒΆ

Nitime is a library for time-series analysis of data from neuroscience experiments. It contains implementations a high-level representation of time and of time-series data, as well as algorithms for time-series analysis (spectral analysis, coherence estimation, event-related analysis, multi-variate auto-regressive model fitting, and more), convenience classes for analysis and visualization. This software library is being developed in close collaboration with Fernando Perez (to whom I also owe the machinery used to create this website) and several others. The figure below is an example of analysis of fmri data conducted using nitime.