release 0.2.4

.copier-answers.yml

@@ -1,18 +1,16 @@
-_commit: 0.8.0
-_src_path: gh:georgedouzas/copier-pdm-nox.git
+_commit: 0.11.0
+_src_path: gh:georgedouzas/copier-pdm-nox
 author_email: [email protected]
 author_fullname: Georgios Douzas
 author_username: georgedouzas
-copyright_date: '2019'
+copyright_date: '2021'
 copyright_holder: Georgios Douzas
 copyright_holder_email: [email protected]
 copyright_license: MIT License
-project_description: Implementation of the Geometric SMOTE algorithm, a geometrically
-    enhanced drop-in replacement for SMOTE. It is compatible with scikit-learn and
-    imbalanced-learn.
-python_package_distribution_name: geometric-smote
-python_package_import_name: gsmote
-python_versions: '>=3.9, <3.12'
-repository_name: geometric-smote
+project_description: An implementation of novel oversampling algorithms.
+python_package_distribution_name: imbalanced-learn-extra
+python_package_import_name: imblearn_extra
+python_versions: '>=3.10, <3.13'
+repository_name: imbalanced-learn-extra
 repository_namespace: georgedouzas
 

.github/ISSUE_TEMPLATE/bug_report.yaml

@@ -7,7 +7,7 @@ body:
   attributes:
     value: >
       **Before submitting a bug, please make sure the issue hasn't been already addressed by searching
-      through [the past issues](https://github.com/georgedouzas/geometric-smote/issues).**
+      through [the past issues](https://github.com/georgedouzas/imbalanced-learn-extra/issues).**
 - type: textarea
   attributes:
     label: Describe the bug
@@ -52,7 +52,7 @@ body:
     description: |
       Please provide the following information.
     placeholder: >
-      `geometric-smote` version
+      `imbalanced-learn-extra` version
       Python version
       OS
   validations:

.github/ISSUE_TEMPLATE/config.yml

@@ -1,11 +1,11 @@
 blank_issues_enabled: true
 contact_links:
   - name: Discussions
-    url: https://github.com/georgedouzas/geometric-smote/discussions
+    url: https://github.com/georgedouzas/imbalanced-learn-extra/discussions
     about: Ask questions and discuss with other community members
   - name: Gitter
-    url: https://gitter.im/geometric-smote/community
+    url: https://gitter.im/imbalanced-learn-extra/community
     about: Users and developers can sometimes be found on the gitter channel
   - name: Blank issue
-    url: https://github.com/georgedouzas/geometric-smote/issues/new
+    url: https://github.com/georgedouzas/imbalanced-learn-extra/issues/new
     about: Please note that Github Discussions should be used in most cases instead

.github/PULL_REQUEST_TEMPLATE.md

@@ -4,7 +4,7 @@
 
 Please check the following:
 
-- [ ] You have checked the [Pull Request guidelines](https://github.com/georgedouzas/geometric-smote/blob/master/.github/CONTRIBUTING.md).
+- [ ] You have checked the [Pull Request guidelines](https://github.com/georgedouzas/imbalanced-learn-extra/blob/master/.github/CONTRIBUTING.md).
 - [ ] Tests for bug fixes or new features have been added.
 - [ ] Docs have been added or updated.
 

.github/workflows/ci-docs.yml

@@ -15,7 +15,6 @@ jobs:
         os:
         - ubuntu-latest
         - macos-latest
-        - windows-latest
 
     runs-on: ${{ matrix.os }}
 
@@ -29,8 +28,8 @@ jobs:
         python-version: |
             3.10
             3.11
+            3.12
 
-
     - name: Set up PDM
       uses: pdm-project/setup-pdm@v3
       with:
@@ -43,10 +42,9 @@ jobs:
     - name: Check code quality
       run: pdm checks quality
 
-    - name: Check type annotations
-      run: pdm checks types
-
     - name: Check vulnerabilities in dependencies
+      env:
+        SAFETY_API_KEY: ${{ secrets.SAFETY_API_KEY }}
       run: pdm checks dependencies
 
   tests:
@@ -56,7 +54,6 @@ jobs:
         os:
         - ubuntu-latest
         - macos-latest
-        - windows-latest
 
     runs-on: ${{ matrix.os }}
 
@@ -70,8 +67,8 @@ jobs:
         python-version: |
             3.10
             3.11
+            3.12
 
-
     - name: Set up PDM
       uses: pdm-project/setup-pdm@v3
       with:
@@ -90,7 +87,7 @@ jobs:
 
     strategy:
       matrix:
-          python-version: ['3.10', '3.11']
+          python-version: ['3.10', '3.11', '3.12']
 
     steps:
     - name: Checkout

.github/workflows/ci.yml

@@ -14,7 +14,6 @@ jobs:
         os:
         - ubuntu-latest
         - macos-latest
-        - windows-latest
 
     runs-on: ${{ matrix.os }}
 
@@ -28,6 +27,7 @@ jobs:
         python-version: |
             3.10
             3.11
+            3.12
 
     - name: Set up PDM
       uses: pdm-project/setup-pdm@v3
@@ -45,6 +45,8 @@ jobs:
       run: pdm checks types
 
     - name: Check vulnerabilities in dependencies
+      env:
+        SAFETY_API_KEY: ${{ secrets.SAFETY_API_KEY }}
       run: pdm checks dependencies
 
   tests:
@@ -54,7 +56,6 @@ jobs:
         os:
         - ubuntu-latest
         - macos-latest
-        - windows-latest
 
     runs-on: ${{ matrix.os }}
 
@@ -68,6 +69,7 @@ jobs:
         python-version: |
             3.10
             3.11
+            3.12
 
     - name: Set up PDM
       uses: pdm-project/setup-pdm@v3

.gitignore

@@ -20,3 +20,4 @@ __pypackages__/
 .ruff_cache
 .vscode
 .DS_Store
+.tool-versions

CHANGELOG.md

@@ -6,45 +6,73 @@ The format is based on [Keep a Changelog](http://keepachangelog.com/en/1.0.0/)
 and this project adheres to [Semantic Versioning](http://semver.org/spec/v2.0.0.html).
 
 <!-- insertion marker -->
-## [0.2.3](https://github.com/georgedouzas/geometric-smote/releases/tag/0.2.3) - 2023-12-02
+## [0.2.4](https://github.com/georgedouzas/imbalanced-learn-extra/releases/tag/0.2.4) - 2024-10-26
 
-<small>[Compare with 0.2.2](https://github.com/georgedouzas/geometric-smote/compare/0.2.2...0.2.3)</small>
+<small>[Compare with 0.2.3](https://github.com/georgedouzas/imbalanced-learn-extra/compare/0.2.3...0.2.4)</small>
+
+### Bug Fixes
+
+- Adjust SOM parameters to MiniSom latest version ([f4c9df4](https://github.com/georgedouzas/imbalanced-learn-extra/commit/f4c9df4caf959a9b0df2ed99dfdfa0526396150c) by georgedouzas).
 
 ### Docs
 
-- Fix scikit-learn link ([26d9c99](https://github.com/georgedouzas/geometric-smote/commit/26d9c993102677e55d134bb8eabce022188b283a) by georgedouzas).
+- Add information for inactive status ([1516061](https://github.com/georgedouzas/imbalanced-learn-extra/commit/151606150227f581cb0b92e124e6f5e823a09a1c) by georgedouzas).
+
+### Style
+
+- Apply black modified configuration ([bf4223d](https://github.com/georgedouzas/imbalanced-learn-extra/commit/bf4223d56f406ea23d302c6e7bc2f1409f2c231c) by georgedouzas).
+
+### Chore
+
+- Modify GitHub actions workflow and add dependencies ([8aa7f97](https://github.com/georgedouzas/imbalanced-learn-extra/commit/8aa7f97a6355f090837a9e2ceba8611df7112632) by georgedouzas).
+- Use new safety API ([3e883b0](https://github.com/georgedouzas/imbalanced-learn-extra/commit/3e883b06e69d60ee956bf98177afb26117b5e899) by georgedouzas).
+- Update copier template to v0.11.0 ([9c2be6b](https://github.com/georgedouzas/imbalanced-learn-extra/commit/9c2be6b3bd118555cab4b6c54e9021dde2619b4e) by georgedouzas).
+- Sort imports ([8c25d2a](https://github.com/georgedouzas/imbalanced-learn-extra/commit/8c25d2a623a7976dea86e6e07db5cc1f45a179e4) by georgedouzas).
+- Merged with geometric-smote repo ([f7df642](https://github.com/georgedouzas/imbalanced-learn-extra/commit/f7df6427d0c69e20e3616773722263709c4061d9) by georgedouzas).
+
+## [0.2.3](https://github.com/georgedouzas/imbalanced-learn-extra/releases/tag/0.2.3) - 2023-12-02
+
+<small>[Compare with 0.2.2](https://github.com/georgedouzas/imbalanced-learn-extra/compare/0.2.2...0.2.3)</small>
+
+### Docs
+
+- Fix scikit-learn link ([3d74b1b](https://github.com/georgedouzas/imbalanced-learn-extra/commit/3d74b1b3443045c7bfb58b2e9520427a2cfc78af) by georgedouzas).
+
+### Chore
+
+- Release 0.2.3 ([7b96a07](https://github.com/georgedouzas/imbalanced-learn-extra/commit/7b96a0712a14274c4f37dc9c44acd4ac57417b4a) by georgedouzas).
 
-## [0.2.2](https://github.com/georgedouzas/geometric-smote/releases/tag/0.2.2) - 2023-12-02
+## [0.2.2](https://github.com/georgedouzas/imbalanced-learn-extra/releases/tag/0.2.2) - 2023-12-02
 
-<small>[Compare with 0.2.1](https://github.com/georgedouzas/geometric-smote/compare/0.2.1...0.2.2)</small>
+<small>[Compare with 0.2.1](https://github.com/georgedouzas/imbalanced-learn-extra/compare/0.2.1...0.2.2)</small>
 
 ### Docs
 
-- Fix typo ([84f4738](https://github.com/georgedouzas/geometric-smote/commit/84f4738bcf3d28b342c7d7ddd07e0d32856d25e3) by georgedouzas).
+- Fix typo ([84f4738](https://github.com/georgedouzas/imbalanced-learn-extra/commit/84f4738bcf3d28b342c7d7ddd07e0d32856d25e3) by georgedouzas).
 
 ### Chore
 
-- Release 0.2.2 ([7aa8d9c](https://github.com/georgedouzas/geometric-smote/commit/7aa8d9c94372b83195b79ba357a21d74ec1aa1a6) by georgedouzas).
+- Release 0.2.2 ([7aa8d9c](https://github.com/georgedouzas/imbalanced-learn-extra/commit/7aa8d9c94372b83195b79ba357a21d74ec1aa1a6) by georgedouzas).
 
-## [0.2.1](https://github.com/georgedouzas/geometric-smote/releases/tag/0.2.1) - 2023-12-02
+## [0.2.1](https://github.com/georgedouzas/imbalanced-learn-extra/releases/tag/0.2.1) - 2023-12-02
 
-<small>[Compare with 0.2.0](https://github.com/georgedouzas/geometric-smote/compare/0.2.0...0.2.1)</small>
+<small>[Compare with 0.2.0](https://github.com/georgedouzas/imbalanced-learn-extra/compare/0.2.0...0.2.1)</small>
 
 ### Chore
 
-- Release 0.2.1 ([8734fb6](https://github.com/georgedouzas/geometric-smote/commit/8734fb609f65586c007f2f9d8cea8915d10625fe) by georgedouzas).
-- Remove Python 3.9 from CI ([c1aeb9b](https://github.com/georgedouzas/geometric-smote/commit/c1aeb9be9e4004ced4c50627ca0284d4c71dc6f7) by georgedouzas).
-- Restructure project with copier template ([73b3280](https://github.com/georgedouzas/geometric-smote/commit/73b32804165ef6875382c85c42a5000ad27e53b4) by georgedouzas).
+- Release 0.2.1 ([8734fb6](https://github.com/georgedouzas/imbalanced-learn-extra/commit/8734fb609f65586c007f2f9d8cea8915d10625fe) by georgedouzas).
+- Remove Python 3.9 from CI ([c1aeb9b](https://github.com/georgedouzas/imbalanced-learn-extra/commit/c1aeb9be9e4004ced4c50627ca0284d4c71dc6f7) by georgedouzas).
+- Restructure project with copier template ([73b3280](https://github.com/georgedouzas/imbalanced-learn-extra/commit/73b32804165ef6875382c85c42a5000ad27e53b4) by georgedouzas).
 
-## [0.2.0](https://github.com/georgedouzas/geometric-smote/releases/tag/0.2.0) - 2022-03-12
+## [0.2.0](https://github.com/georgedouzas/imbalanced-learn-extra/releases/tag/0.2.0) - 2022-03-12
 
-<small>[Compare with 0.1.3](https://github.com/georgedouzas/geometric-smote/compare/0.1.3...0.2.0)</small>
+<small>[Compare with 0.1.3](https://github.com/georgedouzas/imbalanced-learn-extra/compare/0.1.3...0.2.0)</small>
 
-## [0.1.3](https://github.com/georgedouzas/geometric-smote/releases/tag/0.1.3) - 2019-12-13
+## [0.1.3](https://github.com/georgedouzas/imbalanced-learn-extra/releases/tag/0.1.3) - 2019-12-13
 
-<small>[Compare with 0.1.2](https://github.com/georgedouzas/geometric-smote/compare/0.1.2...0.1.3)</small>
+<small>[Compare with 0.1.2](https://github.com/georgedouzas/imbalanced-learn-extra/compare/0.1.2...0.1.3)</small>
 
-## [0.1.2](https://github.com/georgedouzas/geometric-smote/releases/tag/0.1.2) - 2019-07-09
+## [0.1.2](https://github.com/georgedouzas/imbalanced-learn-extra/releases/tag/0.1.2) - 2019-07-09
 
-<small>[Compare with first commit](https://github.com/georgedouzas/geometric-smote/compare/801d7f49ebce70a48a7d9e30d5820765b5a1d511...0.1.2)</small>
+<small>[Compare with first commit](https://github.com/georgedouzas/imbalanced-learn-extra/compare/801d7f49ebce70a48a7d9e30d5820765b5a1d511...0.1.2)</small>
 

LICENSE

@@ -1,6 +1,6 @@
 MIT License
 
-Copyright (c) 2019 Georgios Douzas
+Copyright (c) 2021 Georgios Douzas
 
 Permission is hereby granted, free of charge, to any person obtaining a copy
 of this software and associated documentation files (the "Software"), to deal