Update requirements files for Mac and Windows, adapt installation instructions

environment.yml

@@ -2,7 +2,7 @@
 # for the workshop
 # 'conda env create -f environment.yml'
 
-name: machine_learning_workshop_2022
+name: machine_learning_workshop_2024
 
 channels:
     - https://repo.anaconda.com/pkgs/main
@@ -12,15 +12,16 @@ dependencies:
     - python==3.10.5
     - pandas
     - matplotlib
-    - scikit-learn==1.1.1
+    - scikit-learn==1.2.2
     - seaborn
-    - jupyterlab==3.4.4
+    - jupyterlab==3.5.1
     - pydot
     - pillow
     - pip
     - pip:
-            - tensorflow==2.9.1
+            - tensorflow==2.13.0
             - tensorflow_datasets
+            - tensorflow_hub==0.13.0
             - nltk
             - gensim
             - prettytable
@@ -30,3 +31,6 @@ dependencies:
             - tensorflow_hub
             - scikeras
             - ipympl
+            - graphviz
+            - ipykernel
+            - fasttext

environment_linux.yml

-# Open a terminal and execute the following command to create the conda environment
-# for the workshop
-# 'conda env create -f environment_linux.yml'
-
-name: machine_learning_workshop_2022
-
-channels:
-  - anaconda
-  - defaults
-  - conda-forge
-
-dependencies:
-  - python==3.10.5
-  - pandas
-  - matplotlib
-  - scikit-learn==1.1.1
-  - seaborn
-  - jupyterlab==3.4.4
-  - xorg-libxau
-  - graphviz
-  - pydot
-  - pillow
-  - pip
-  - pip:
-            - tensorflow==2.9.1
-            - tensorflow_datasets
-            - nltk
-            - gensim
-            - prettytable
-            - jupyterlab-code-formatter
-            - jupyterlab-git
-            - keras-tuner
-            - tensorflow_hub
-            - scikeras
-            - ipympl

requirements_local_arm.txt

+pandas==1.5.3
+matplotlib==3.7.1
+seaborn==0.12.2
+jupyterlab==3.5.1
+pydot==1.4.2
+pillow==9.4.0
+gensim==4.3.1
+graphviz==0.20.1
+prettytable==3.6.0
+jupyterlab-code-formatter==1.5.3
+jupyterlab-git==0.40.1
+keras-tuner==1.3.0
+tensorflow==2.13.0
+tensorflow_datasets==4.8.3
+tensorflow_hub==0.13.0
+tensorflow-macos==2.13.0
+tensorflow-metal==1.1.0
+scikit-learn==1.2.2
+scikeras==0.10.0
+nltk==3.8.1
+prettytable==3.6.0
+ipykernel==6.20.2
+fasttext==0.9.2
+ipympl==0.9.2