Abstract: Bayesian inference provides a methodology for parameter estimation and uncertainty quantification in machine learning and deep learning methods. Variational inference and Markov Chain ...

Here is a simple example of simulation using python_polar_coding. Binary messages encoded with Polar code, modulated using BPSK, transmitted over channel with AWGN and decoded using Fast SSC algorithm ...

multipagetiff is a python module that simplifies working with multipage images (stacks). Image stacks are often found as multi-page tiff files. With this module one can read/write, manipulate and ...