Eis-toolkit

✨ New features
- Added tool to replace values in raster with nodata (484)
- Added CLI functions for all Weights of evidence tools (475)

🛠️ Other improvements
- Some modifications to Weights of evidence tools (482)

✨ New features
- Added search radius parameter to IDW (471)
- Added CLI function for feature importance and slightly modified the tool (468)

🛠️ Other improvements
- Fixes to PCA tests (465)

🚀 Performance improvements
- Optimize distance computation (455) (**NOTE**: This optimization affects also `distance_to_anomaly`, `proximity_to_anomaly` and `proximity_computation`)

🐞 Fixes
- Fix missing data closure requirement for CoDA transformations (457)
- Fix plots not being saved correctly when also shown immediately in CLI functions (461)

🐞 Fixes
- Fix issue with winsorize transform when only one percentile was given (450)
- Fix numeric input column checking for Local Moran's I tool (453)

🛠️ Other improvements
- Pin `scipy` version to 1.11.4 to ensure Local Moran's I tool works (451)

✨ New features
- Min-max scaling can be used to scale data inversly (436)
- Added Proximity computation tool (432)
- Added Proximity to anomaly tool (440)
- Added Agterberg-Cheng CI test for Weights of evidence (343)
- Added optimized version of Distance to anomaly tool (requires Windows and to ensure installation of `gdal_array`) (423)

🐞 Fixes
- Fixed transformations tool failing when raster metadata did not have nodata defined (436)
- Fixed PCA tools and updated outputs (446)

🛠️ Other improvements
- Modified/improved Weights of evidence tool (355)
- Removed defaults channel from conda installation instructions (434)
- Added issue templates for new tool requests and bug reports (317)

✨ New features
- Added CLI functions for MLP classifier and regessor (412)
- Added Mask raster tool (413)
- Added CLI function for Mask raster tool (419)

🐞 Fixes
- Fixed Keras model saving and available metrics (412)
- Fixed return data dimension when predicting with Keras regressor model (412)
- Fixed issues with CoDa tools (416 )

🛠️ Other improvements
- Added masking parameter to Unify raster grids tool (417)
- Added band parameter to Descriptive statistics raster too (428)