diff --git a/CHANGELOG.md b/CHANGELOG.md
index d979ca51..05cde1b7 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -1,6 +1,10 @@
 # CHANGELOG
 
-### 3.6.0
+
+### 3.6.1
+- Set urllib3<2 for comet logging to function and add back seaborn for plotting optimal LR graph.
+ 
+## 3.6.0
 - Remove the "EPSG:2154" by default and use the metadata of the lidar file, unless a parameter is given.
 
 ### 3.5.2
diff --git a/environment.yml b/environment.yml
index 3c2050ee..d88c7fd6 100644
--- a/environment.yml
+++ b/environment.yml
@@ -32,7 +32,7 @@ dependencies:
   - rich # beautiful text formatting in terminal
   - sh # for running bash commands in some tests
   # - scikit-learn # used in some callbacks
-  # - seaborn # used in some callbacks
+  - seaborn # used in some callbacks
   # - jupyterlab # better jupyter notebooks
   - pudb # debugger
   - pip:
@@ -44,6 +44,7 @@ dependencies:
       - pytorch-lightning==1.5.9
       - torchmetrics==0.7.*  # Else, pytorch-lightning will install the latest
       - comet_ml==3.31.*
+      - urllib3<2  # To solve for https://github.com/GeneralMills/pytrends/issues/591
       # Wheels for torch-geometric optionnal dependencies
       - https://data.pyg.org/whl/torch-1.11.0%2Bcu113/torch_cluster-1.6.0-cp39-cp39-linux_x86_64.whl
       - https://data.pyg.org/whl/torch-1.11.0%2Bcu113/torch_scatter-2.0.9-cp39-cp39-linux_x86_64.whl
diff --git a/package_metadata.yaml b/package_metadata.yaml
index e6f0e165..c84bde5b 100644
--- a/package_metadata.yaml
+++ b/package_metadata.yaml
@@ -1,4 +1,4 @@
-__version__: "3.6.0"
+__version__: "3.6.1"
 __name__: "myria3d"
 __url__: "https://github.com/IGNF/myria3d"
 __description__: "Deep Learning for the Semantic Segmentation of Aerial Lidar Point Clouds"