PyEarthTools comprises multiple sub-packages which can be used individually or together.
| API | How-To Guide | Purpose |
|---|---|---|
| Data API | Data How-To | Loading Earth system data sets to xarray for processing |
| Utils API | n/a (internal) | Code for common functionality across the sub-packages |
| Pipeline API | Pipeline How-To | Process and normalise Earth system data ready for machine learning |
| Bundled Models | Model How-To | Maintained versions of specific, bundled models which can be easily trained and run |
| Training API | n/a (to be done) | Training processes for machine learning models |
| Tutorial API | n/a (internal) | Contains helper code for data sets used in tutorials |
| Zoo API | na/ (internal) | Contains code for managing registered models (such as the bundled models) |
| Evaluation | (to be done) | (Coming soon) Contains code for producing standard evaluations (such as benchmarks and scorecards) |
:hidden:
bundled_models/bundled_index
bundled_models/bundled_api
data/data_index
data/data_api
pipeline/pipeline_index
pipeline/pipeline_api
pipeline/pipeline_entrypoints
training/training_index
training/training_api
tutorial/tutorial_index
tutorial/tutorial_api
utils/utils_index
utils/utils_api
zoo/zoo_index
zoo/zoo_api