Tutorials

• Datasets, Readers, and Related Data Structures
  • Examples of Data Units, Samples, and Datasets
  • How a Dataset Class Works
  • Our Solution: Readers
  • Key Definitions
• Models
  • The SimpleSupervisedModel class
• Pipelines
  • 1. Reproducibility
  • 2. Composition
  • 3. Integration with CLI
  • 4. Logging and Monitoring
  • 5. Clonability
  • 6. Parallel and Distributed Environments
• A Simple Example of training a model using Minerva
  • General configs
  • Our Data Module
  • Our Model
  • Our Trainer
  • Our Pipeline and model’s training
  • Testing