This is the source repository for the SigViz collection of animated visualizers of signal processing.
This repository includes the code to create the animated visualization, as well as copies of the final outputs.
To view the visualizers, you can visit the SigViz website.
Copies of the animated visualizations are available in the gifs/ folder.
These visualization are available for re-use under a Creative Commons
CC-BY 4.0
license, meaning re-use, with attribution, is allowed.
The code to create these visualizations is available in the notebooks/ folder, under the
MIT License,
meaning if you wish to use and adapt this code, you may do so.
Visualizations created in this repository include:
- creating and visualization time series of periodic, aperiodic, and periodic signals
- animated visualizers exploring the Fast Fourier Transform (FFT)
- animated visualizers for convolution
A subset of visualizers are shown here, as examples.
For the full set of visualizers, see the website.
A time series gif, showng a bursty combined signal.
An FFT gif, decomposing a signal with aperiodic activity and a periodic component:
A convolution gif, showing the convolution of a signal (grey) with a Gaussian kernel (red).
A filter gif, showing effect of different filter kernels on the output, when applying to a 'burst' signal.
