Revert to previous x_init settings in optimParams (keeping the initial one)
[morpheus.git] / README.md
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1# Estimate parameters of mixtures of logistic regressions
2
3This code is one applied part in the PhD thesis of [Mor-Absa Loum](https://fr.linkedin.com/in/mor-absa-loum-3372aa73)
4
5## Description
6
7Mixture of lOgistic Regressions Parameters (H)Estimation with (U)Spectral methods.
8The main methods take d-dimensional inputs + a vector of binary outputs, and return
9parameters according to the GLMs mixture model (please see the package vignette).
10
11NOTE: greek unicode letters are used in the code, because it's much nicer to write λ, β
12and Σ than lambda, beta and Sigma - and also more importantly because it works well :)
13...However CRAN demands ASCII files - therefore the presence of to-cran.sh script.
14
15## Example
16
17Install the package, then ?multiRun is a possible starting point.