Recent Releases of gval
gval - v0.2.7
This release addresses memory accumulation and promotion of numerical datatypes.
- Pairing functions no longer automatically cast numeric datatypes to 64 bit
- Changed engine of flox xarray_reduce to decrease memory footprint
- Catalog comparisons no longer accumulate memory
- Dask dependencies were upgraded and xarray-spatial was removed
- Changed S3 data source for unit tests
- Jupyter Notebook
Published by GregoryPetrochenkov-NOAA over 1 year ago
gval - v0.2.3
Includes functionality and patches for the following:
Catalog Comparisons Subsampling maps for metrics and agreement maps within or excluding regions of interest Adjusted workflow for performance and memory management Cleanup and bug fixes
- Jupyter Notebook
Published by GregoryPetrochenkov-NOAA over 2 years ago
gval - v0.1.1
First functional build made for PyPI. Includes:
- Two-class categorical, multicategorical, and continuous comparisons in raster space.
- Functionality to create agreement maps, cross-tabulation tables, and both categorical and continuous statistical metrics.
- Means to convert vector datatypes in to raster space and convert agreement map back to a vector format.
- Custom classes to batch process agreement maps and statistics as well as allowing registration of custom functions for both.
- Utilities for loading datasets from S3, visualization, and defining schemas for DataFrame types.
- Memory optimization, memory and performance benchmarking, unit testing, and code linting.
- Precommit hooks, pipeline builds, and means to push packages to PyPI.
- GitHub.io documentation including Tutorials and an API for public facing code.
- Jupyter Notebook
Published by GregoryPetrochenkov-NOAA over 2 years ago