Merge pull request #152 from neuromatch/staging

Staging

Author: iamzoltan

.github/workflows/docker.yaml

@@ -17,6 +17,22 @@ jobs:
   docker:
     runs-on: ubuntu-latest
     steps:
+      - 
+        name: Free up disk space
+        uses: jlumbroso/free-disk-space@main
+        with:
+          # this might remove tools that are actually needed,
+          # if set to "true" but frees about 6 GB
+          tool-cache: false
+  
+          # all of these default to true, but feel free to set to
+          # "false" if necessary for your workflow
+          android: true
+          dotnet: true
+          haskell: true
+          large-packages: true
+          docker-images: true
+          swap-storage: true
       -
         name: Checkout
         uses: actions/checkout@v3

environment.yml

@@ -74,6 +74,7 @@ dependencies:
  - parcels
  - param
  - pip
+ - plotly
  - pooch
  - pop-tools
  - pyarrow
@@ -87,6 +88,7 @@ dependencies:
  - python-blosc
  - python-gist
  - python-graphviz
+ - pytorch
  - pyworld3 # needed for W2D3
  - rasterio
  - rechunker
@@ -104,6 +106,7 @@ dependencies:
  - texttable
  - tiledb-py
  - timezonefinder
+ - torchvision
  - wordcloud
  - xarray==2024.2.0
  - xarrayutils

requirements.txt

@@ -49,3 +49,6 @@ texttable
 lipd
 pyleoclim==0.14.0
 cfgrib
+torch
+torchvision
+plotly

tutorials/README.md

@@ -198,6 +198,7 @@
 | Tutorial 4 | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/neuromatch/climate-course-content/blob/main/tutorials/W2D4_AIandClimateChange/student/W2D4_Tutorial4.ipynb) | [![Open In kaggle](https://kaggle.com/static/images/open-in-kaggle.svg)](https://kaggle.com/kernels/welcome?src=https://raw.githubusercontent.com/neuromatch/climate-course-content/main/tutorials/W2D4_AIandClimateChange/student/W2D4_Tutorial4.ipynb) | [![View the notebook](https://img.shields.io/badge/render-nbviewer-orange.svg)](https://nbviewer.jupyter.org/github/neuromatch/climate-course-content/blob/main/tutorials/W2D4_AIandClimateChange/student/W2D4_Tutorial4.ipynb?flush_cache=true) |
 | Tutorial 5 | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/neuromatch/climate-course-content/blob/main/tutorials/W2D4_AIandClimateChange/student/W2D4_Tutorial5.ipynb) | [![Open In kaggle](https://kaggle.com/static/images/open-in-kaggle.svg)](https://kaggle.com/kernels/welcome?src=https://raw.githubusercontent.com/neuromatch/climate-course-content/main/tutorials/W2D4_AIandClimateChange/student/W2D4_Tutorial5.ipynb) | [![View the notebook](https://img.shields.io/badge/render-nbviewer-orange.svg)](https://nbviewer.jupyter.org/github/neuromatch/climate-course-content/blob/main/tutorials/W2D4_AIandClimateChange/student/W2D4_Tutorial5.ipynb?flush_cache=true) |
 | Tutorial 6 | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/neuromatch/climate-course-content/blob/main/tutorials/W2D4_AIandClimateChange/student/W2D4_Tutorial6.ipynb) | [![Open In kaggle](https://kaggle.com/static/images/open-in-kaggle.svg)](https://kaggle.com/kernels/welcome?src=https://raw.githubusercontent.com/neuromatch/climate-course-content/main/tutorials/W2D4_AIandClimateChange/student/W2D4_Tutorial6.ipynb) | [![View the notebook](https://img.shields.io/badge/render-nbviewer-orange.svg)](https://nbviewer.jupyter.org/github/neuromatch/climate-course-content/blob/main/tutorials/W2D4_AIandClimateChange/student/W2D4_Tutorial6.ipynb?flush_cache=true) |
+| Tutorial 7 | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/neuromatch/climate-course-content/blob/main/tutorials/W2D4_AIandClimateChange/student/W2D4_Tutorial7.ipynb) | [![Open In kaggle](https://kaggle.com/static/images/open-in-kaggle.svg)](https://kaggle.com/kernels/welcome?src=https://raw.githubusercontent.com/neuromatch/climate-course-content/main/tutorials/W2D4_AIandClimateChange/student/W2D4_Tutorial7.ipynb) | [![View the notebook](https://img.shields.io/badge/render-nbviewer-orange.svg)](https://nbviewer.jupyter.org/github/neuromatch/climate-course-content/blob/main/tutorials/W2D4_AIandClimateChange/student/W2D4_Tutorial7.ipynb?flush_cache=true) |
 | Outro | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/neuromatch/climate-course-content/blob/main/tutorials/W2D4_AIandClimateChange/W2D4_Outro.ipynb) | [![Open In kaggle](https://kaggle.com/static/images/open-in-kaggle.svg)](https://kaggle.com/kernels/welcome?src=https://raw.githubusercontent.com/neuromatch/climate-course-content/main/tutorials/W2D4_AIandClimateChange/W2D4_Outro.ipynb) | [![View the notebook](https://img.shields.io/badge/render-nbviewer-orange.svg)](https://nbviewer.jupyter.org/github/neuromatch/climate-course-content/blob/main/tutorials/W2D4_AIandClimateChange/W2D4_Outro.ipynb?flush_cache=true) |
 
 

tutorials/W2D4_AIandClimateChange/README.md

@@ -11,6 +11,7 @@
 | Tutorial 4 | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/neuromatch/climate-course-content/blob/main/tutorials/W2D4_AIandClimateChange/instructor/W2D4_Tutorial4.ipynb) | [![Open In kaggle](https://kaggle.com/static/images/open-in-kaggle.svg)](https://kaggle.com/kernels/welcome?src=https://raw.githubusercontent.com/neuromatch/climate-course-content/main/tutorials/W2D4_AIandClimateChange/instructor/W2D4_Tutorial4.ipynb) | [![View the notebook](https://img.shields.io/badge/render-nbviewer-orange.svg)](https://nbviewer.jupyter.org/github/neuromatch/climate-course-content/blob/main/tutorials/W2D4_AIandClimateChange/instructor/W2D4_Tutorial4.ipynb?flush_cache=true) |
 | Tutorial 5 | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/neuromatch/climate-course-content/blob/main/tutorials/W2D4_AIandClimateChange/instructor/W2D4_Tutorial5.ipynb) | [![Open In kaggle](https://kaggle.com/static/images/open-in-kaggle.svg)](https://kaggle.com/kernels/welcome?src=https://raw.githubusercontent.com/neuromatch/climate-course-content/main/tutorials/W2D4_AIandClimateChange/instructor/W2D4_Tutorial5.ipynb) | [![View the notebook](https://img.shields.io/badge/render-nbviewer-orange.svg)](https://nbviewer.jupyter.org/github/neuromatch/climate-course-content/blob/main/tutorials/W2D4_AIandClimateChange/instructor/W2D4_Tutorial5.ipynb?flush_cache=true) |
 | Tutorial 6 | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/neuromatch/climate-course-content/blob/main/tutorials/W2D4_AIandClimateChange/instructor/W2D4_Tutorial6.ipynb) | [![Open In kaggle](https://kaggle.com/static/images/open-in-kaggle.svg)](https://kaggle.com/kernels/welcome?src=https://raw.githubusercontent.com/neuromatch/climate-course-content/main/tutorials/W2D4_AIandClimateChange/instructor/W2D4_Tutorial6.ipynb) | [![View the notebook](https://img.shields.io/badge/render-nbviewer-orange.svg)](https://nbviewer.jupyter.org/github/neuromatch/climate-course-content/blob/main/tutorials/W2D4_AIandClimateChange/instructor/W2D4_Tutorial6.ipynb?flush_cache=true) |
+| Tutorial 7 | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/neuromatch/climate-course-content/blob/main/tutorials/W2D4_AIandClimateChange/instructor/W2D4_Tutorial7.ipynb) | [![Open In kaggle](https://kaggle.com/static/images/open-in-kaggle.svg)](https://kaggle.com/kernels/welcome?src=https://raw.githubusercontent.com/neuromatch/climate-course-content/main/tutorials/W2D4_AIandClimateChange/instructor/W2D4_Tutorial7.ipynb) | [![View the notebook](https://img.shields.io/badge/render-nbviewer-orange.svg)](https://nbviewer.jupyter.org/github/neuromatch/climate-course-content/blob/main/tutorials/W2D4_AIandClimateChange/instructor/W2D4_Tutorial7.ipynb?flush_cache=true) |
 | Outro | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/neuromatch/climate-course-content/blob/main/tutorials/W2D4_AIandClimateChange/W2D4_Outro.ipynb) | [![Open In kaggle](https://kaggle.com/static/images/open-in-kaggle.svg)](https://kaggle.com/kernels/welcome?src=https://raw.githubusercontent.com/neuromatch/climate-course-content/main/tutorials/W2D4_AIandClimateChange/W2D4_Outro.ipynb) | [![View the notebook](https://img.shields.io/badge/render-nbviewer-orange.svg)](https://nbviewer.jupyter.org/github/neuromatch/climate-course-content/blob/main/tutorials/W2D4_AIandClimateChange/W2D4_Outro.ipynb?flush_cache=true) |
 
 
@@ -25,5 +26,6 @@
 | Tutorial 4 | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/neuromatch/climate-course-content/blob/main/tutorials/W2D4_AIandClimateChange/student/W2D4_Tutorial4.ipynb) | [![Open In kaggle](https://kaggle.com/static/images/open-in-kaggle.svg)](https://kaggle.com/kernels/welcome?src=https://raw.githubusercontent.com/neuromatch/climate-course-content/main/tutorials/W2D4_AIandClimateChange/student/W2D4_Tutorial4.ipynb) | [![View the notebook](https://img.shields.io/badge/render-nbviewer-orange.svg)](https://nbviewer.jupyter.org/github/neuromatch/climate-course-content/blob/main/tutorials/W2D4_AIandClimateChange/student/W2D4_Tutorial4.ipynb?flush_cache=true) |
 | Tutorial 5 | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/neuromatch/climate-course-content/blob/main/tutorials/W2D4_AIandClimateChange/student/W2D4_Tutorial5.ipynb) | [![Open In kaggle](https://kaggle.com/static/images/open-in-kaggle.svg)](https://kaggle.com/kernels/welcome?src=https://raw.githubusercontent.com/neuromatch/climate-course-content/main/tutorials/W2D4_AIandClimateChange/student/W2D4_Tutorial5.ipynb) | [![View the notebook](https://img.shields.io/badge/render-nbviewer-orange.svg)](https://nbviewer.jupyter.org/github/neuromatch/climate-course-content/blob/main/tutorials/W2D4_AIandClimateChange/student/W2D4_Tutorial5.ipynb?flush_cache=true) |
 | Tutorial 6 | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/neuromatch/climate-course-content/blob/main/tutorials/W2D4_AIandClimateChange/student/W2D4_Tutorial6.ipynb) | [![Open In kaggle](https://kaggle.com/static/images/open-in-kaggle.svg)](https://kaggle.com/kernels/welcome?src=https://raw.githubusercontent.com/neuromatch/climate-course-content/main/tutorials/W2D4_AIandClimateChange/student/W2D4_Tutorial6.ipynb) | [![View the notebook](https://img.shields.io/badge/render-nbviewer-orange.svg)](https://nbviewer.jupyter.org/github/neuromatch/climate-course-content/blob/main/tutorials/W2D4_AIandClimateChange/student/W2D4_Tutorial6.ipynb?flush_cache=true) |
+| Tutorial 7 | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/neuromatch/climate-course-content/blob/main/tutorials/W2D4_AIandClimateChange/student/W2D4_Tutorial7.ipynb) | [![Open In kaggle](https://kaggle.com/static/images/open-in-kaggle.svg)](https://kaggle.com/kernels/welcome?src=https://raw.githubusercontent.com/neuromatch/climate-course-content/main/tutorials/W2D4_AIandClimateChange/student/W2D4_Tutorial7.ipynb) | [![View the notebook](https://img.shields.io/badge/render-nbviewer-orange.svg)](https://nbviewer.jupyter.org/github/neuromatch/climate-course-content/blob/main/tutorials/W2D4_AIandClimateChange/student/W2D4_Tutorial7.ipynb?flush_cache=true) |
 | Outro | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/neuromatch/climate-course-content/blob/main/tutorials/W2D4_AIandClimateChange/W2D4_Outro.ipynb) | [![Open In kaggle](https://kaggle.com/static/images/open-in-kaggle.svg)](https://kaggle.com/kernels/welcome?src=https://raw.githubusercontent.com/neuromatch/climate-course-content/main/tutorials/W2D4_AIandClimateChange/W2D4_Outro.ipynb) | [![View the notebook](https://img.shields.io/badge/render-nbviewer-orange.svg)](https://nbviewer.jupyter.org/github/neuromatch/climate-course-content/blob/main/tutorials/W2D4_AIandClimateChange/W2D4_Outro.ipynb?flush_cache=true) |