3. Components¶
This chapter contains a description of all components (classes, functions, decorators) that can be used within ParAMS scripts. In each part you can find API specification of a particular component, an explanation of its role in the whole environment and examples of its usage.
- 3.1. Architecture Quick Reference
- 3.2. Collections
- 3.3. Data Set
- 3.3.1. Adding Entries
- 3.3.2. Accessing Entries
- 3.3.3. Removing Entries
- 3.3.4. Adding External Reference Data
- 3.3.5. Calculating and Adding Reference Data with AMS
- 3.3.6. Storage and I/O
- 3.3.7. Calculating the Loss Function Value
- 3.3.8. Checking for Consistency with a given Job Collection
- 3.3.9. Splitting into Subsets
- 3.3.10. Data Set Entry API
- 3.3.11. Data Set API
- 3.4. Extractors and Comparators
- 3.5. Parameter Interfaces
- 3.6. Optimizers
- 3.7. Optimization
- 3.8. Parallelization
- 3.9. Constraints
- 3.10. Callbacks
- 3.11. Loss Functions
- 3.12. Utilities
- 3.13. Experimental Features