Info

This was part of the submission for the *team "solar-predict" in the bw-ki contest 2024
*Though the team consisted only of 1 member
Username: zxp

Check out the branch containing the submission: submission branch

Env File Structure

Long=
Lat=
Senec_Email=
Senec_Pass=

Get all the csv files from senec dashboard. Please create a /data folder in the root.

python downloadData.py

Prepare the data and save to pickle file

python dataloader.py

Train the model

python train_lstm.py # For the lstm based model
python train_mlp.py # For the mlp based model

Use the model for inference (change the inference function call to the one you want to use)

python inference.py