Examples
In this page, you will find results for wind speed predictions using C06 (Cloud Particle Size 2.24 µm). Hourly inference for 1st and 15th day of every month
Model : ResNet50
"batch_size" : 256,
"image_size": 128,
"image_channels" : 1,
"model_choice" : "ResNet", # or "CNN" or"ViT"
"criterion" : nn.MSELoss(), # or any other PyTorch loss function
"optimizer_choice" : "Adam",
"learning_rate" : 0.003305753102490767,
"weight_decay" : 0.00000148842072509874,
"dropout_rate" : 0.2752124679248082,
All of the results can be replicated through the example notebook.
C06 year : 2022
1st of January 2022
15th of January 2022
1st of February 2022
15th of February 2022
1st of March 2022
15th of March 2022
1st of April 2022
15th of April 2022
1st of May 2022
15th of May 2022
1st of June 2022
15th of June 2022
1st of July 2022
15th of July 2022
1st of August 2022
15th of August 2022
1st of September 2022
15th of September 2022
1st of October 2022
15th of October 2022
1st of November 2022
15th of November 2022
1st of December 2022
15th of December 2022