diff --git a/deployments/astro/image/environment.yml b/deployments/astro/image/environment.yml
index e5cb36d61..e6235550d 100644
--- a/deployments/astro/image/environment.yml
+++ b/deployments/astro/image/environment.yml
@@ -7,6 +7,15 @@ channels:
 dependencies:
 - python=3.11.*
 - jupyter-server-proxy>=4.3
+- git==2.39.1
+- jupyter-resource-usage==1.0.0
+- jupyterlab==4.0.11
+- jupyterlab-favorites==3.0.0
+- jupyterlab_server==2.23.0
+- jupyterlab_widgets==3.0.8
+- jupyter_server==2.7.0
+- nbgitpuller==1.2.1
+- notebook==7.0.7
 # A linux desktop environment
 - websockify
 - numpy>=2.1.0
@@ -30,6 +39,7 @@ dependencies:
 - scikit-learn==1.5.*
 - scikit-image==0.24.*
 - scipy==1.14.*
+- tensorflow-cpu==2.12.1
 - jax>=0.4.31
 - jaxlib>=0.4.31
 - cython==3.0.11
@@ -92,6 +102,7 @@ dependencies:
   - fire
   - pycodestyle
   - flake8
+  - tdtax>=0.1.6
 #  - nb_black
   - pycodestyle_magic
   - twine
@@ -100,4 +111,5 @@ dependencies:
   - nbconvert[webpdf]
   - nb2pdf==0.6.2
   - nbpdfexport==0.2.1
-  - pytest-notebook==0.8.1
\ No newline at end of file
+  - pytest-notebook==0.8.1
+  - jupyter-tensorboard>=0.2.0
\ No newline at end of file