Elapid

The 1.0.0 release was mucked up by improper sequencing. This release includes updated versioning for the software and the documentation, as well as a more appropriate tag name to sync with Zenodo.

tmp-1.0
This tag marks release of the 1.0 software, commensurate with the expected publication of the JOSS manuscript 🎉

Some minor edits from the previous release:

- adds .partial_dependence_plot() and .permutation_importance() methods as a class mixin for elapid models
- fixed some bugs regarding how model scoring was evaluated

- Updated the `nearest_point_distance()` function to support computing the average distance to all neighbors, and set this as the default for `distance_weights()`. The distance weight function is now a point density weighting function by default, but still configurable.
- Fixed a bug in recent geopandas versions related to imperfectly matching CRS objects

- Added new sample data with a full `geometetry` attribute.
- Added methods to download sample data from an https server
- Fixed a bug in `ela.annotate()` where `drop_na=True` wasn't properly handling strangely indexed geodataframes
- Fixed another annotate bug to drop `nan` values in addition to dropping raster nodata
- Updated web documentation to match contemporary python api settings

- Added the `BufferedLeaveOneOut` cross-validation strategy
- Fixed some feature transformer class attribute errors
- Refactored class attributes to become instance attributes, which fixed a bug where some model attributes were not being saved/restored by `ela.save_object()` and `ela.load_object()`
- Set`glmnet` as an optional dependency, which can be installed with `pip install elapid[glmnet]` instead of the previously baroque install method.

Fixes a bug introduced in `0.3.16` where the `nodata` argument to `ela.geo.sample_raster()` only handled rasters with existing nodata values. It ignored this option for rasters without default nodata values. That's fixed here. Fool on me for pushing a release too quickly! (but this is critically needed for a downstream package).

Minor update to add a new keyword for raster sampling, `ela.geo.sample_raster(nodata={ndval})`, to specify custom nodata values to ignore in addition to the nodata value specified in the raster metadata.