Made pp.adjmat return all features instead of subset

Author: PauBadiaM

CHANGELOG.md

@@ -8,6 +8,12 @@ and this project adheres to [Semantic Versioning][].
 [keep a changelog]: https://keepachangelog.com/en/1.0.0/
 [semantic versioning]: https://semver.org/spec/v2.0.0.html
 
+## 2.1.3
+
+### Changes
+- `pp.adjmat` now returns the same features as used as input instead of the subset of `net`.
+
+
 ## 2.1.2
 
 ### Added

pyproject.toml

@@ -4,7 +4,7 @@ requires = [ "hatchling" ]
 
 [project]
 name = "decoupler"
-version = "2.1.2"
+version = "2.1.3"
 description = "Python package to perform enrichment analysis from omics data."
 readme = "README.md"
 license = { file = "LICENSE" }

src/decoupler/pp/net.py

@@ -192,7 +192,7 @@ def adjmat(
     adjm = _order(features, targets, adjm)
     m = f"Network adjacency matrix has {targets.size} unique features and {sources.size} unique sources"
     _log(m, level="info", verbose=verbose)
-    return sources, targets, adjm
+    return sources, features, adjm
 
 
 @docs.dedent