From 0c4e29de32409fca10a6c89629c9e2472144039f Mon Sep 17 00:00:00 2001
From: bastien-mva <bastien.batardiere@gmail.com>
Date: Wed, 29 Mar 2023 11:37:52 +0200
Subject: [PATCH 1/2] removed the covariates from the latent variables

---
 pyPLNmodels/VEM.py | 5 +----
 1 file changed, 1 insertion(+), 4 deletions(-)

diff --git a/pyPLNmodels/VEM.py b/pyPLNmodels/VEM.py
index 4d6f09f7..a914be86 100644
--- a/pyPLNmodels/VEM.py
+++ b/pyPLNmodels/VEM.py
@@ -637,10 +637,7 @@ class _PLNPCA(_PLN):
 
     @property
     def latent_variables(self):
-        return (
-            torch.matmul(self.covariates, self._beta).detach()
-            + torch.matmul(self._M, self._C.T).detach()
-        )
+        return torch.matmul(self._M, self._C.T).detach()
 
     def get_projected_latent_variables(self, nb_dim):
         if nb_dim > self._q:
-- 
GitLab


From e48bc4a615ef824347dcec30a6ff1486c566df45 Mon Sep 17 00:00:00 2001
From: bastien-mva <bastien.batardiere@gmail.com>
Date: Wed, 29 Mar 2023 11:39:23 +0200
Subject: [PATCH 2/2] change version

---
 setup.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/setup.py b/setup.py
index 16b3af74..788976e5 100644
--- a/setup.py
+++ b/setup.py
@@ -1,7 +1,7 @@
 # -*- coding: utf-8 -*-
 from setuptools import setup, find_packages
 
-VERSION = "0.0.30"
+VERSION = "0.0.31"
 
 with open("README.md", "r") as fh:
     long_description = fh.read()
-- 
GitLab