v0.5.0

What's Changed

• sanitize dfs to avoid subtle pitfalls by @larsiusprime in #205
• Automated CI end-to-end test of notebooks using docker container by @jnarnold7 in #206
• Bump optuna from 4.5.0 to 4.6.0 by @dependabot[bot] in #211
• Bump xgboost from 2.1.4 to 3.1.1 by @dependabot[bot] in #210
• Bump mpld3 from 0.5.10 to 0.5.12 by @dependabot[bot] in #208
• Bump huggingface-hub from 0.29.1 to 1.1.2 by @dependabot[bot] in #209
• Make docker CI test more resilient by @jnarnold7 in #216
• Add ability to set notebook slug programatically through environment variables by @larsiusprime in #219
• Fix CI e2e test by @jnarnold7 in #221
• Catboost tuning speedup by @JohnKossa in #226
• GWR memory fix for bandwidth selection by @JohnKossa in #225
• Fix for when False fill flips the dtype to a string by @JohnKossa in #224
• Delete unused data that includes a large dataframe to save RAM by @JohnKossa in #223
• Memory fix for shared universe and sales by @JohnKossa in #233
• Disable resampling for GWR because it crashes on certain parameter types by @JohnKossa in #234
• Bump census from 0.8.23 to 0.8.24 by @dependabot[bot] in #230
• Bump pytest from 8.3.4 to 9.0.1 by @dependabot[bot] in #228
• Bump actions/checkout from 5 to 6 by @dependabot[bot] in #227
• Update azure-core requirement from ~=1.32.0 to ~=1.36.0 by @dependabot[bot] in #231
• Bump pyarrow from 18.0.0 to 22.0.0 by @dependabot[bot] in #229
• Update geopandas requirement from ~=1.0.1 to ~=1.1.1 by @dependabot[bot] in #232
• Add metric support, fixes #140 by @larsiusprime in #165
• bump to python 3.11 by @larsiusprime in #242
• Bump markdown from 3.9 to 3.10 by @dependabot[bot] in #237
• Bump osmnx from 2.0.6 to 2.0.7 by @dependabot[bot] in #240
• Update scikit-learn requirement from ~=1.6.1 to ~=1.7.2 by @dependabot[bot] in #239
• Update pygam requirement from ~=0.10.1 to ~=0.11.0 by @dependabot[bot] in #238
• Bump polars from 1.17.1 to 1.35.2 by @dependabot[bot] in #241
• Named models by @larsiusprime in #235
• Write feature params out by @larsiusprime in #236
• Adds Multi-MRA modeling by @larsiusprime in #243
• Fix hedonic by @larsiusprime in #244

Full Changelog: v0.4.5...v0.5.0