Releases: zestai/zrp
zrp-0.4.0
Updates & Enhancements:
- Optimized Memory Usage: We've made significant modifications to reduce the memory footprint, ensuring smoother and more efficient performance.
- Custom Modeling Flexibility: You can now provide custom modeling parameters for XGBoost model builds, giving you greater control and flexibility in your modeling process.
- Real-Time Progress Updates: Live model building progress messages
zrp-0.3.3
Updates & Enhancements:
- Updated how
ZGeo
was processing missing values for GEOID_ZIP - Updated joblib package version
zrp-0.3.2
Updates & Enhancements:
• Improved accuracy & expanded coverage of the geocoder
• Adapted ZRP
to run on smaller machines by adding “chunksize” parameter
• Updated handling of non-numeric house numbers
• Updated naming of files saved to the artifacts folder
zrp-0.3.1
Updates & Enhancements:
• Improved accuracy & expanded coverage of the geocoder
• Added functionalities allowing for model training based on custom target classes
• Extended the set of standard target classes
• Improved handling of user-defined block group and census tract GEOIDs
• Added GeoLookUpLooper
class which allows for easier building of geolookup tables
• Expanded the FEtoPredict
class to support non-standard target classes
zrp-0.3.0
Updates & Enhancements:
- Improved & reduced memory usage
- Updated documentation including more clear docstrings , error messages, and progress messages
- Updated validators by reducing extensive checks, correcting null calculations, and including more flexibility
- Improved & reduced
ZRP
runtime - Updated documentation including more clear docstrings , error messages, and progress messages
- Provide more robust errors
- Extend race & ethnicity proxying options. Now ZRP name + geo, BISG name + geo, name-only, and geo-only proxies can be generated using
ZRP
and its subclasses - Updated BISG generation to normalize the data
- Include more robust support file checks to provide early indicator if supporting files have not been downloaded from GitHub
- Additional pre-proxy generation data processing to support customization
zrp-0.2.3
Merge pull request #20 from zestai/cw/dev Cw/dev
zrp-0.2.0
This release contains a few bugs fixes. Some highlights include:
- Enable windows installation without error
- Updating parallel processing default to -1
zrp-0.1.20
Merge branch 'main' of github.com:zestai/zrp into main
zrp-0.1.19
Upgrades version to 0.1.18
zrp-0.1.9
removes uncalled packages from requirements.txt