v1.0.6

🐞 Fixes

• Fix communication with EIS Toolkit (#336)

🛠️ Other

• Disable default raster color ramp setting (when reopening QGIS project with outputs, raster would show with broken color ramp) (#336)

v1.0.5

🐞 Fixes

• Fix saving validation metrics for MLP models (#330)

🛠️ Other improvements

• Remove test and application run name placeholderes from EIS Wizard (#326)

v1.0.4

✨ New features

• Vector density is now available as custom workflow step for proxy processing in EIS Wizard (#308)

🐞 Fixes

• Fix confusion matrix statistics in EIS Wizard (#307)
• Fix available resampling methods for Unify rasters, Resample raster and Reproject raster (#324)

🛠️ Other improvements

• There is now a confirmation prompt when about to delete a custom mineral system (#321)
• Update progress logging for tools: checkpoint messages are now shown in addition to progress bar updates and log area should cleaner overall (#305)
• Don't show Python warnings in log text area (that are not relevant for the user) (#303)

v.1.0.3

✨ New features

• Add Weights of evidence processing algorithms (Calculate weights, Calculate responses, Agterberg-Cheng CI test) (#296)
• Add Weights of evidence to EIS Wizard modeling (#300)
• Add Binarize, Proximity to anomaly and Proximity to features to the list of available proxy processing steps for defining custom mineral system proxies (#297)
• Add Replace with nodata processing algorithm (#302)

🛠️ Other improvements

• Give output layers from EIS Processing algorithms more descriptive names when a temporary output is used (#283)

v1.0.2

Caution

Before upgrading to this plugin version, make sure to export your custom mineral systems. This release fixes an issue that causes custom mineral systems to get deleted when upgrading plugin version, but the fix takes effect only after this upgrade.

✨ New features

• Add Feature importance processing algorithm (#288)
• Add search radius parameter to IDW (#292)
• Add validation metric values to model history (#293)

🐞 Fixes

• Fix and change save location of custom/user-defined mineral systems. The fix will be in effect for future upgrades (#287)
• Fix EIS Wizard UI size issue related to proxy processing views (#295)

🛠️ Other improvements

• Add numeric data filter to all processing algorithm parameters requiring it (#280)
• Change QGIS feature source layer processing algorithm parameters into vector layer parameters (because the extra functionalities of feature sources are not available for EIS processing algorithms) (#286)

v1.0.1

🐞 Fixes

• Fix plugin for QGIS version 3.40
• Fix regressor testing not working in Wizard (#278)
• Fix Wizard evaluation plots causing window resizing issues (#277)
• Fix fuzzy overlay outputs not appearing in some cases (#279)
• Fix one failed tool execution blocking the following executions in Wizard (#279)

🛠️ Other improvements

• Add output log area, progress bar and cancel button to fuzzy overlay modeling in Wizard (#279)

v1.0.0

This release marks the first stable version of EIS QGIS Plugin after beta testing! Development will continue, but this version will be released in the QGIS Plugins repository without the 'experimental' tag.

This release marks the first stable version of the EIS QGIS Plugin following the beta testing phase! This version will be available in the QGIS Plugins repository without the 'experimental' tag. Development will continue based on user feedback and the remaining issues of this repository.

Changes from the last beta version

✨ Features

• Add a separate tab in Wizard Settings for EIS Toolkit configuration (#252)
• Add EIS Toolkit upgrading functionality to EIS WIzard (#255)
• Add option to create ungrouped boxplots (#257)
• Add output log area to proxy processing in Wizard (#261)
• Add model evaluation page (#262)

🐞 Fixes

• Fix interpolation parameter box in Wizard proxy processing page (#261)
• Fix issue with environment verification and upgrading for Docker environment (#264)

🛠️ Other improvements

• Remove Li-pegmatites and Co-VMS placeholders from mineral system selection (#248)
• Refine UI (add icons to buttons, some UI layout redesigns) (#256)
• Move CoDA processing algorithms into their own group (#259)
• Misc user experience improvements: add and clarify messages shown, make messages appear to EIS Wizard window (when using non-docked version), add confirmation dialog to EIS Toolkit upgrading, add confirmation dialog when user tries to delete model histories, add some tooltips, add link to user manual in About page (#261)
• Upgrade Seaborn to 0.13.2 (#265)
• Add numeric input field filter to Local Moran's I processing algorithm (#267)
• Add an exception for when user has not configured EIS Toolkit but tries to run some tools (#270)

v0.5.3

✨ Features

• Add custom proxies and custom mineral systems (#234)
• Add Proximity to anomaly processing algorithm (#241)
• Add proximity computation processing algorithm (#241)
• Add parallel coordinates and pairplot for raster data (#224)
• Add exploratory analyses tab to EDA page in Wizard (#228)
• Wizard menu can be minimized to show only icons in Wizard settings page (#222)

🐞 Fixes

• Fix save file widget for fuzzy overlay in Wizard modeling page (#238)
• Update and fix PCA algorithms (#240)

🛠️ Other improvements

• Relax input number limits for fuzzy membership functions (#237)
• Inform user about EIS Toolkit version status when verifying in Wizard settings page (#236)

v0.5.2

✨ Features

• Add MLP classifier and regressor processing algorithms (#209)
• Add MLP models in EIS Wizard modeling (#210)
• Add Mask raster processing algorithm (#207)
• Add statistics page to EIS Wizard EDA (#212)

🐞 Fixes

• Fix issues with various modeling processing algorithm parameters (#210)
• Fix issue with parameter resetting in EIS Wizard modeling (#210)
• Fix a bug with default raster color ramp in EIS Wizard settings

🛠️ Other improvements

• Add masking parameter to Unify raster grids processing algorithm (#208)
• Improve warning when using an already existing model instance name in EIS Wizard
• Rename 'X' to 'Class' in categorical plots data selection in EIS Wizard
• Add band parameter to Descriptive statistics raster (#212)
• EIS Wizard can now be resized smaller and works when opened to a smaller area (#214)

v0.5.1

✨ Features

• Multiple validation metrics can be used in ML model training (#189)
• Automatic layer groups for mineral system proxies are now formed based on mineral system component (#192)
• Allow non-numeric fields to be used as color fields in EDA plots (#185)
• Set output raster of proxy process step 1 as the default input of proxy process step 2
• Add setting for default singleband raster color ramp

🐞 Fixes

• Fix a bug where training a model lead to Wizard sizing issues (History tab did not have scroll area) (#184)
• Fix proxy processing output files to use always raster file format (#193)
• Fix multistep proxy process workflow opening on the 2nd page
• Fix available vector layer fields not showing immediately for some plots (#196)
• Filter non-numeric fields for plots that do not support them (#196)
• Fix default base raster not being saved across QGIS sessions (#199)
• Fix issue where EIS Toolkit availability was invalidly shown when doing verification
• Remove AUC from classifier metrics, add R2 to regressor metrics

🛠️ Other improvements

• User is warned for selecting invalid penalty-solver combination in LR model training (#191)
• Intermediary proxy processing results are named according to processing step (interpolation) (#192)
• Use running index suffix for already existing proxy/modeling result layers (#192, #203)
• Use file name as the layer name if not producing a temp file (#193)
• Increase number of selectable fields to 15 for parallel coordinates plot (#185)
• Remove resampling and reprojecting from Model data preparation (#201)