Kai Hauke Krämer

Hey people, maybe this is related to #54 , but `LassoPath` seems to struggle for small `λ's`, in particular for `λ=0` (least squares solution). Here is a MWE: ``` using...

Normalization factor in Uzal-costfunction might be wrong.

1

Hey all, take a look [here](https://github.com/hkraemer/PECUZAL_Matlab/pull/2#issue-974391197). This seems to be valid. The correction also follows from Eqs. (17), (18) & (20) in the [original publication](https://journals.aps.org/pre/abstract/10.1103/PhysRevE.84.016223). Thanks to @JayeshMD , who...

Pointless index-returns from `all_neighbors`

2

The function `all_neighbors` returns pointless indices and according nearest neighbor values of `-Inf`, when the Theiler window and the length of the dataset do not allow an approariate declaration of...

adaptive recurrence threshold specification

1

In a [very recent paper](https://aip.scitation.org/doi/pdf/10.1063/5.0114797) it is suggested to obtain an adaptive recurrence threshold based on local maximum attractor densities/distances. Basically, the distance matrix gets scanned using a sliding window...