c3d2c9ffe4305ceadc046a7065d423f890028de5
[morpheus.git] / README.md
1 # Estimate parameters of mixtures of logistic regressions
2
3 This 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
7 Mixture of lOgistic Regressions Parameters (H)Estimation with (U)Spectral methods.
8 The main methods take d-dimensional inputs + a vector of binary outputs, and return
9 parameters according to the GLMs mixture model (please see the package vignette).
10
11 NOTE: greek unicode letters are used in the code, because it's much nicer to write λ, β
12 and 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 Warning: tests won't run well on the non-UTF8 package. Run ./to-cran.sh and
16 then inside pkg-cran call devtools::test().
17
18 ## Example
19
20 Install the package, then ?multiRun is a possible starting point.