[pre-commit.ci] auto fixes from pre-commit.com hooks

for more information, see https://pre-commit.ci

pvnet/models/base_model.py

@@ -282,10 +282,10 @@ def save_pretrained(
             minimize_data_config(new_data_config_path, new_data_config_path, self)
 
         # Get appropriate model card
-        model_name = huggingface_repo.split('/')[1]
-        if model_name == "windnet_india": 
+        model_name = huggingface_repo.split("/")[1]
+        if model_name == "windnet_india":
             model_card = "windnet_model_card_template.md"
-        elif model_name == "pvnet_india": 
+        elif model_name == "pvnet_india":
             model_card = "pvnet_india_model_card_template.md"
         else:
             model_card = "model_card_template.md"

pvnet/models/model_cards/pvnet_india_model_card_template.md

@@ -12,7 +12,7 @@
 ## Model Description
 
 <!-- Provide a longer summary of what this model is/does. -->
-This model class uses numerical weather prediction and recent wind power output to forecast the PV power in North West India over the next 48 hours. More information can be found in the model repo [1] and experimental notes [here](https://github.com/openclimatefix/PVNet/tree/main/experiments/india). 
+This model class uses numerical weather prediction and recent wind power output to forecast the PV power in North West India over the next 48 hours. More information can be found in the model repo [1] and experimental notes [here](https://github.com/openclimatefix/PVNet/tree/main/experiments/india).
 
 
 - **Developed by:** openclimatefix

pvnet/models/model_cards/windnet_model_card_template.md

@@ -12,7 +12,7 @@
 ## Model Description
 
 <!-- Provide a longer summary of what this model is/does. -->
-This model class uses numerical weather prediction and recent wind power output to forecast the wind power in North West India over the next 48 hours at 15 minute granularity. More information can be found in the model repo [1] and experimental notes [here](https://github.com/openclimatefix/PVNet/tree/main/experiments/india). 
+This model class uses numerical weather prediction and recent wind power output to forecast the wind power in North West India over the next 48 hours at 15 minute granularity. More information can be found in the model repo [1] and experimental notes [here](https://github.com/openclimatefix/PVNet/tree/main/experiments/india).
 
 
 - **Developed by:** openclimatefix

scripts/checkpoint_to_huggingface.py

@@ -18,7 +18,7 @@
 
 def push_to_huggingface(
     checkpoint_dir_paths: list[str],
-    huggingface_repo: str = "openclimatefix/pvnet_uk_region", # or e.g. openclimatefix/windnet_india
+    huggingface_repo: str = "openclimatefix/pvnet_uk_region",  # or e.g. openclimatefix/windnet_india
     wandb_repo: str | None = "openclimatefix/pvnet2.1",
     val_best: bool = True,
     wandb_ids: list[str] | None = [],