Version 4.5 (#616)

* rel : migrate to version 4.5

* rel : document updated

* rel : release date --> 10/15/2025

Author: sepandhaghighi

.github/ISSUE_TEMPLATE/bug_report.yml

@@ -86,6 +86,7 @@ body:
       label: PyCM version
       description: Which version of PyCM are you using?
       options:
+        - PyCM 4.5
         - PyCM 4.4
         - PyCM 4.3
         - PyCM 4.2

CHANGELOG.md

@@ -5,6 +5,7 @@ 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).
 
 ## [Unreleased]
+## [4.5] - 2025-10-15
 ### Added
 - `optimal_thresholds` method in `ROCCurve` class
 ### Changed
@@ -793,7 +794,8 @@ and this project adheres to [Semantic Versioning](http://semver.org/spec/v2.0.0.
 - TPR
 - documents and `README.md`
 
-[Unreleased]: https://github.com/sepandhaghighi/pycm/compare/v4.4...dev
+[Unreleased]: https://github.com/sepandhaghighi/pycm/compare/v4.5...dev
+[4.5]: https://github.com/sepandhaghighi/pycm/compare/v4.4...v4.5
 [4.4]: https://github.com/sepandhaghighi/pycm/compare/v4.3...v4.4
 [4.3]: https://github.com/sepandhaghighi/pycm/compare/v4.2...v4.3
 [4.2]: https://github.com/sepandhaghighi/pycm/compare/v4.1...v4.2

Document/Document.ipynb

@@ -800,6 +800,6 @@ <h2>Class Statistics : </h2>
 <td style="border:1px solid black;padding:4px;border-collapse: collapse;text-align:left;">Similarity index</td>
 </tr>
 </table>
-<p style="text-align:center;border-top:1px solid black;">Generated By <a href="http://www.pycm.io" style="text-decoration:none;color:red;">PyCM</a> Version 4.4</p>
+<p style="text-align:center;border-top:1px solid black;">Generated By <a href="http://www.pycm.io" style="text-decoration:none;color:red;">PyCM</a> Version 4.5</p>
 </body>
 </html>

Document/Document_files/cm1.html

@@ -1 +1 @@
-{"Matrix": [["L1", [["L1", 3], ["L2", 0], ["L3", 2]]], ["L2", [["L1", 0], ["L2", 1], ["L3", 1]]], ["L3", [["L1", 0], ["L2", 2], ["L3", 3]]]], "Prob-Vector": null, "Transpose": true, "Imbalanced": false, "Predict-Vector": null, "Actual-Vector": null, "Digit": 5, "Sample-Weight": null}
+{"Prob-Vector": null, "Transpose": true, "Sample-Weight": null, "Imbalanced": false, "Predict-Vector": null, "Matrix": [["L1", [["L2", 0], ["L1", 3], ["L3", 2]]], ["L2", [["L2", 1], ["L1", 0], ["L3", 1]]], ["L3", [["L2", 2], ["L1", 0], ["L3", 3]]]], "Digit": 5, "Actual-Vector": null}

Document/Document_files/cm1.obj

@@ -800,6 +800,6 @@ <h2>Class Statistics : </h2>
 <td style="border:1px solid black;padding:4px;border-collapse: collapse;text-align:left;">Similarity index</td>
 </tr>
 </table>
-<p style="text-align:center;border-top:1px solid black;">Generated By <a href="http://www.pycm.io" style="text-decoration:none;color:red;">PyCM</a> Version 4.4</p>
+<p style="text-align:center;border-top:1px solid black;">Generated By <a href="http://www.pycm.io" style="text-decoration:none;color:red;">PyCM</a> Version 4.5</p>
 </body>
 </html>

Document/Document_files/cm1_colored.html

@@ -800,6 +800,6 @@ <h2>Class Statistics : </h2>
 <td style="border:1px solid black;padding:4px;border-collapse: collapse;text-align:left;">Similarity index</td>
 </tr>
 </table>
-<p style="text-align:center;border-top:1px solid black;">Generated By <a href="http://www.pycm.io" style="text-decoration:none;color:red;">PyCM</a> Version 4.4</p>
+<p style="text-align:center;border-top:1px solid black;">Generated By <a href="http://www.pycm.io" style="text-decoration:none;color:red;">PyCM</a> Version 4.5</p>
 </body>
 </html>

Document/Document_files/cm1_colored2.html

@@ -94,6 +94,6 @@ <h2>Class Statistics : </h2>
 <td style="border:1px solid black;padding:4px;border-collapse: collapse;text-align:left;">Sensitivity, recall, hit rate, or true positive rate</td>
 </tr>
 </table>
-<p style="text-align:center;border-top:1px solid black;">Generated By <a href="http://www.pycm.io" style="text-decoration:none;color:red;">PyCM</a> Version 4.4</p>
+<p style="text-align:center;border-top:1px solid black;">Generated By <a href="http://www.pycm.io" style="text-decoration:none;color:red;">PyCM</a> Version 4.5</p>
 </body>
 </html>

Document/Document_files/cm1_filtered.html

@@ -86,6 +86,6 @@ <h2>Class Statistics : </h2>
 <td style="border:1px solid black;padding:4px;border-collapse: collapse;text-align:left;">Sensitivity, recall, hit rate, or true positive rate</td>
 </tr>
 </table>
-<p style="text-align:center;border-top:1px solid black;">Generated By <a href="http://www.pycm.io" style="text-decoration:none;color:red;">PyCM</a> Version 4.4</p>
+<p style="text-align:center;border-top:1px solid black;">Generated By <a href="http://www.pycm.io" style="text-decoration:none;color:red;">PyCM</a> Version 4.5</p>
 </body>
 </html>

Document/Document_files/cm1_filtered2.html

@@ -1 +1 @@
-{"Matrix": [["L1", [["L1", 3], ["L2", 0], ["L3", 2]]], ["L2", [["L1", 0], ["L2", 1], ["L3", 1]]], ["L3", [["L1", 0], ["L2", 2], ["L3", 3]]]], "Prob-Vector": null, "Transpose": true, "Imbalanced": false, "Predict-Vector": null, "Actual-Vector": null, "Digit": 5, "Sample-Weight": null}
+{"Prob-Vector": null, "Transpose": true, "Sample-Weight": null, "Imbalanced": false, "Predict-Vector": null, "Matrix": [["L1", [["L2", 0], ["L1", 3], ["L3", 2]]], ["L2", [["L2", 1], ["L1", 0], ["L3", 1]]], ["L3", [["L2", 2], ["L1", 0], ["L3", 3]]]], "Digit": 5, "Actual-Vector": null}