diff --git a/jupyter/flake.nix b/jupyter/flake.nix
index b6f2478..b39213f 100644
--- a/jupyter/flake.nix
+++ b/jupyter/flake.nix
@@ -14,7 +14,7 @@
             inherit (pkgs.texlive)
               scheme-basic # Base
               tcolorbox pgf environ etoolbox pdfcol parskip caption float upquote eurosym ucs fancyvrb grffile adjustbox hyperref titling booktabs enumitem ulem soul rsfs jknapltx cm-super # Other packages needed by jupyter.
-              tikz-among-us;
+              tikz-among-us; # extra packages
           };
 
           jupyter-config = python.pkgs.buildPythonPackage rec {
@@ -46,6 +46,8 @@
           };
 
           python-environment = (pkgs.python310.withPackages (ps: with ps; [
+            ipympl numpy matplotlib scipy
+
             jupyter-core jupyter
             jupyter-config jupyter-ihaskell
           ]));