Merge pull request #2100 from recommenders-team/staging

Staging to main: Add new badges

AUTHORS.md

@@ -74,6 +74,8 @@ To contributors: please add your name to the list when you submit a patch to the
    * SAR PySpark improvement
 * **[Daniel Schneider](https://github.com/danielsc)**
    * FastAI notebook
+* **[David Davó](https://github.com/daviddavo)**
+   * Added R-Precision metric
 * **[Evgenia Chroni](https://github.com/EvgeniaChroni)**
    * Multinomial VAE algorithm
    * Standard VAE algorithm

README.md

@@ -2,16 +2,22 @@
 Copyright (c) Recommenders contributors.
 Licensed under the MIT License.
 -->
+<img src="https://raw.githubusercontent.com/recommenders-team/artwork/main/color/recommenders_color.svg" width="800">
 
-# Recommenders
 
 [![Documentation status](https://github.com/recommenders-team/recommenders/actions/workflows/pages/pages-build-deployment/badge.svg)](https://github.com/recommenders-team/recommenders/actions/workflows/pages/pages-build-deployment)
+[![License](https://img.shields.io/github/license/recommenders-team/recommenders.svg)](https://github.com/recommenders-team/recommenders/blob/main/LICENSE)
+[![Black](https://img.shields.io/badge/code%20style-black-000000.svg)](https://github.com/psf/black)
+[![PyPI Version](https://img.shields.io/pypi/v/recommenders.svg?logo=pypi&logoColor=white)](https://pypi.org/project/recommenders)
+[![Python Versions](https://img.shields.io/pypi/pyversions/recommenders.svg?logo=python&logoColor=white)](https://pypi.org/project/recommenders)
 
-<img src="https://raw.githubusercontent.com/recommenders-team/artwork/main/color/recommenders_color.svg" width="800">
+[<img align="left" width="300" src="https://raw.githubusercontent.com/recommenders-team/artwork/main/mix/join_recommenders_slack.svg">](https://join.slack.com/t/lfaifoundation/shared_invite/zt-2iyl7zyya-g5rOO5K518CBoevyi28W6w)
+
+<br>
 
 ## What's New (May, 2024)
 
-We have a new release [Recommenders 1.2.0](https://github.com/microsoft/recommenders/releases/tag/1.2.0)!
+We have a new release [Recommenders 1.2.0](https://github.com/recommenders-team/recommenders/releases/tag/1.2.0)!
 
 So many changes since our last release. We have full tests on Python 3.8 to 3.11 (around 1800 tests), upgraded performance in many algorithms, reviewed notebooks, and many more improvements.