add tensorflow version

env.yml

@@ -29,6 +29,6 @@ dependencies:
   - pytest
   - pip
   - pip:
-    - tensorflow
+    - tensorflow>=2.13.0
     - tensorflow-probability
     - gcloud

src/.gitignore

@@ -0,0 +1,208 @@
+# File created using '.gitignore Generator' for Visual Studio Code: https://bit.ly/vscode-gig
+
+# Created by https://www.toptal.com/developers/gitignore/api/visualstudiocode,macos,jupyternotebooks,python
+# Edit at https://www.toptal.com/developers/gitignore?templates=visualstudiocode,macos,jupyternotebooks,python
+
+### JupyterNotebooks ###
+# gitignore template for Jupyter Notebooks
+# website: http://jupyter.org/
+
+.ipynb_checkpoints
+*/.ipynb_checkpoints/*
+
+# IPython
+profile_default/
+ipython_config.py
+
+# Remove previous ipynb_checkpoints
+#   git rm -r .ipynb_checkpoints/
+
+### macOS ###
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+.DS_Store
+.AppleDouble
+.LSOverride
+
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+
+### Python ###
+# Byte-compiled / optimized / DLL files
+__pycache__/
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+# IPython
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+# pyenv
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+
+# pipenv
+#   According to pypa/pipenv#598, it is recommended to include Pipfile.lock in version control.
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+#   having no cross-platform support, pipenv may install dependencies that don't work, or not
+#   install all needed dependencies.
+#Pipfile.lock
+
+# poetry
+#poetry.lock
+
+# PEP 582; used by e.g. github.com/David-OConnor/pyflow
+__pypackages__/
+
+# Celery stuff
+celerybeat-schedule
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+
+# SageMath parsed files
+*.sage.py
+
+# Environments
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+# End of https://www.toptal.com/developers/gitignore/api/visualstudiocode,macos,jupyternotebooks,python
+
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+
+.DS_Store

src/setup.py

@@ -51,7 +51,7 @@ def readme():
     install_requires=[
         "torch",
         "torchvision",
-        "tensorflow",
+        "tensorflow >= 2.13.0",
         "tensorflow-probability",
         "gdal >= 3.0.0",
         "numpy",

src/shafts/DL_train.py

@@ -182,6 +182,9 @@ def __init__(self, args, target_variable, aggregation_list):
         if args.input_size == 15:
             in_plane = 64
             num_block = 2
+        elif args.input_size == 20:
+            in_plane = 64
+            num_block = 1
         elif args.input_size == 30:
             in_plane = 64
             num_block = 1
@@ -413,6 +416,9 @@ def __init__(self, args, aggregation_list):
         if args.input_size == 15:
             in_plane = 64
             num_block = 2
+        elif args.input_size == 20:
+            in_plane = 64
+            num_block = 1
         elif args.input_size == 30:
             in_plane = 64
             num_block = 1