Fundamentals and Usage# Data Preparation Import DataManager Initialize Data Manager Add Data Train/Validation/Test Split Useful/Common Attributes SHRED Training Initialize SHRED Fit SHRED Evaluate SHRED Downstream Tasks Initialize SHREDEngine Encode sensor measurements to latent space Forecast future latent space states Decode Latent Space Back to Full-State Space Evaluate reconstructions from sensor measurements against ground truth