/maximum-entropy-method

Maximum entropy method with regulariztion term to suppress spurious spikes in resultant spectral functions

Primary LanguagePython

maximum-entropy-method

Maximum entropy method with regularization term to suppress spurious spikes in resultant spectral functions. Overfitting problem is sort of solved by this method.

See the link below for a detailed program documentation (in Chinese):

https://zhuanlan.zhihu.com/p/366209195

An English version of the program documentation is now available here:

https://github.com/PrimerLi/maximum-entropy-method/blob/master/algorithm.pdf

A formal presentation of this algorithm can be found here:

https://arxiv.org/abs/1810.06147