initial-state-universe-prediction-box

Update Date Description Main Metrics
20/09/2023 VNET is not doing great in the prediction. Notebook pushed. NA
28/09/2023 The U-Net model has shown promising results in our universe prediction task. Details of the model architecture and training process are available in the latest notebook update. MSE: 0.2579923425686112, MAE: 0.3350037565523251
03/10/2023 Implemented a simplified 3D Convolutional Neural Network (Conv3D) model. Refer to exp2_conv3d_simple.ipynb for more details. MSE: 0.1509865593762348, MAE: 0.28827607663198107
22/10/2024 Folder structure updated NA