Switch to new changelog format (openvinotoolkit#777)

* use new format for changelog

* update contributing guidelines

* update PR form

* update changelog

* add PR id to changelog summary

* specify that changelog is not for minor changes

.github/pull_request_template.md

@@ -21,3 +21,4 @@
 - [ ] My changes generate no new warnings
 - [ ] I have added tests that prove my fix is effective or that my feature works
 - [ ] New and existing tests pass locally with my changes
+- [ ] I have added a summary of my changes to the [CHANGELOG](https://github.com/openvinotoolkit/anomalib/blob/main/CHANGELOG.md) (not for minor changes, docs and tests).

CHANGELOG.md

@@ -1,6 +1,45 @@
 # Changelog
 
-## v0.3.7
+All notable changes to this project will be documented in this file.
+
+The format is based on [Keep a Changelog](https://keepachangelog.com/en/1.0.0/).
+
+## [Unreleased]
+
+### Added
+
+- Add section for community project (<https://github.com/openvinotoolkit/anomalib/pull/768>)
+- ✨ Add torchfx feature extractor (<https://github.com/openvinotoolkit/anomalib/pull/675>)
+- Add tiling notebook (<https://github.com/openvinotoolkit/anomalib/pull/712>)
+- Add posargs to tox to enable testing a single file (https://github.com/openvinotoolkit/anomalib/pull/695)
+- Add option to load metrics with kwargs (https://github.com/openvinotoolkit/anomalib/pull/688)
+- 🐞 Add device flag to TorchInferencer (<https://github.com/openvinotoolkit/anomalib/pull/601>)
+
+### Changed
+
+- Switch to new [changelog format](https://keepachangelog.com/en/1.0.0/). (<https://github.com/openvinotoolkit/anomalib/pull/777>)
+- Rename feature to task (<https://github.com/openvinotoolkit/anomalib/pull/769>)
+- make device configurable in OpenVINO inference (<https://github.com/openvinotoolkit/anomalib/pull/755>)
+- 🚨 Fix torchmetrics version (<https://github.com/openvinotoolkit/anomalib/pull/754>)
+- Improve NNCF initilization (<https://github.com/openvinotoolkit/anomalib/pull/740>)
+- Migrate markdownlint + issue templates (<https://github.com/openvinotoolkit/anomalib/pull/738>)
+- 🐞 Patch Timm Feature Extractor (<https://github.com/openvinotoolkit/anomalib/pull/714>)
+- Padim arguments improvements (<https://github.com/openvinotoolkit/anomalib/pull/664>)
+- 📊 Update DFM results (<https://github.com/openvinotoolkit/anomalib/pull/674>)
+- Optimize anomaly score calculation for PatchCore (<https://github.com/openvinotoolkit/anomalib/pull/633>)
+
+### Fixed
+
+- Fix zero seed (<https://github.com/openvinotoolkit/anomalib/pull/766>)
+- Fix #699 (<https://github.com/openvinotoolkit/anomalib/pull/700>)
+- 🐞 Fix folder dataset for classification tasks (<https://github.com/openvinotoolkit/anomalib/pull/708>)
+- Update torchmetrics to fix compute_on_cpu issue (<https://github.com/openvinotoolkit/anomalib/pull/711>)
+- Correct folder mask path (<https://github.com/openvinotoolkit/anomalib/pull/660>)
+- Fix >100% confidence issue for OpenVINO inference (<https://github.com/openvinotoolkit/anomalib/pull/667>)
+- Update pre-commit links and some other minor fixes (<https://github.com/openvinotoolkit/anomalib/pull/672>)
+- Fix black formatting issues. (<https://github.com/openvinotoolkit/anomalib/pull/674>)
+
+## [v0.3.7] - 2022-10-28
 
 ### What's Changed
 
@@ -45,7 +84,7 @@ New Contributors
 
 **Full Changelog**: <https://github.com/openvinotoolkit/anomalib/compare/v0.3.6...v0.3.7>
 
-## v.0.3.6
+## [v.0.3.6] - 2022-09-02
 
 ### What's Changed
 
@@ -83,7 +122,7 @@ New Contributors
 
 **Full Changelog**: <https://github.com/openvinotoolkit/anomalib/compare/v0.3.5...v0.3.6>
 
-## v.0.3.5
+## [v.0.3.5] - 2022-08-02
 
 ### What's Changed
 
@@ -92,7 +131,7 @@ New Contributors
 
 **Full Changelog**: <https://github.com/openvinotoolkit/anomalib/compare/v0.3.4...v0.3.5>
 
-## v.0.3.4
+## [v.0.3.4] - 2022-08-01
 
 ### What's Changed
 
@@ -128,7 +167,7 @@ New Contributors
 
 **Full Changelog**: <https://github.com/openvinotoolkit/anomalib/compare/0.3.3...0.3.4>
 
-## v.0.3.3
+## [v.0.3.3] - 2022-07-05
 
 ### What's Changed
 
@@ -153,7 +192,7 @@ New Contributors
 
 **Full Changelog**: <https://github.com/openvinotoolkit/anomalib/compare/v.0.3.2...v.0.3.3>
 
-## v.0.3.2
+## [v.0.3.2] - 2022-06-09
 
 ### What's Changed
 
@@ -174,7 +213,7 @@ New Contributors
 
 **Full Changelog**: <https://github.com/openvinotoolkit/anomalib/compare/v.0.3.1...v.0.3.2>
 
-## v.0.3.1
+## [v.0.3.1] - 2022-05-17
 
 ### What's Changed
 
@@ -198,7 +237,7 @@ New Contributors
 
 **Full Changelog**: <https://github.com/openvinotoolkit/anomalib/compare/v0.3.0...v.0.3.1>
 
-## v.0.3.0
+## [v.0.3.0] - 2022-04-25
 
 ### What's Changed
 
@@ -218,7 +257,7 @@ New Contributors
 
 **Full Changelog**: <https://github.com/openvinotoolkit/anomalib/compare/v0.2.6...v0.3.0>
 
-## v.0.2.6
+## [v.0.2.6] - 2022-04-12
 
 ### What's Changed
 
@@ -261,7 +300,7 @@ New Contributors
 
 **Full Changelog**: <https://github.com/openvinotoolkit/anomalib/compare/v.0.2.5...v0.2.6>
 
-## v.0.2.5
+## [v.0.2.5] - 2022-03-25
 
 ### What's Changed
 
@@ -323,7 +362,7 @@ New Contributors
 
 **Full Changelog**: <https://github.com/openvinotoolkit/anomalib/compare/v.0.2.4...v.0.2.5>
 
-## v.0.2.4
+## [v.0.2.4] - 2021-12-22
 
 ### What's Changed
 
@@ -332,7 +371,7 @@ New Contributors
 
 **Full Changelog**: <https://github.com/openvinotoolkit/anomalib/compare/v.0.2.3...v.0.2.4>
 
-## v.0.2.3
+## [v.0.2.3] - 2021-12-23
 
 ### What's Changed
 
@@ -343,7 +382,7 @@ New Contributors
 
 **Full Changelog**: <https://github.com/openvinotoolkit/anomalib/compare/v0.2.2...v.0.2.3>
 
-## v0.2.0 Pre-release (2021-12-15)
+## [v0.2.0 Pre-release] - 2021-12-14
 
 ### What's Changed
 

CONTRIBUTING.md

@@ -32,6 +32,7 @@ We actively welcome your pull requests:
 1. If you've changed APIs, update the documentation.
 1. Ensure the test suite passes.
 1. Make sure you own the code you're submitting or that you obtain it from a source with an appropriate license.
+1. Add a summary of the changes to the [CHANGELOG](https://github.com/openvinotoolkit/anomalib/blob/main/CHANGELOG.md) (not for minor changes, docs and tests).
 1. Issue that pull request!
 
 ### Setting up the development environment and using pre-commit