updated urls and also performed minor refactoring (#1230)

CONTRIBUTING.rst

@@ -11,7 +11,7 @@ Everyone is welcomed to get involved with the project. There are different ways
    - In case you are a developer and want to learn more about the PyTorch ecosystem, we suggest you to join the PyTorch slack. You can apply using this form: `https://bit.ly/ptslack <https://bit.ly/ptslack>`_
 
 
-2. Report bugs through `GitHub issues <https://github.com/arraiyopensource/kornia/issues>`_:
+2. Report bugs through `GitHub issues <https://github.com/kornia/kornia/issues>`_:
 
    - Do a quick search first to see whether others reported a similar issue.
    - In case you find an unreported bug, please open a new ticket.
@@ -55,7 +55,7 @@ In order to start to develop, please follow the steps below:
 
 .. code:: bash
 
-    git clone https://github.com/arraiyopensource/kornia.git
+    git clone https://github.com/kornia/kornia.git
     cd kornia
 
 3. Create a new branch with a meaningful name reflecting your contribution. See an example:
@@ -186,7 +186,7 @@ Pull Request
 ============
 
 Once you finish implementing a feature or bug-fix, please send a Pull Request to
-https://github.com/arraiyopensource/kornia through the website.
+https://github.com/kornia/kornia through the website.
 
 If you are not familiar with creating a Pull Request, here are some guides:
 

README.md

@@ -112,7 +112,7 @@ Run our Jupyter notebooks [tutorials](https://kornia-tutorials.readthedocs.io/en
 
 ## Cite
 
-If you are using kornia in your research-related documents, it is recommended that you cite the paper. Se more in [CITATION](https://github.com/kornia/kornia/blob/master/CITATION.md).
+If you are using kornia in your research-related documents, it is recommended that you cite the paper. See more in [CITATION](https://github.com/kornia/kornia/blob/master/CITATION.md).
 
   ```bash
   @inproceedings{eriba2019kornia,
@@ -125,11 +125,11 @@ If you are using kornia in your research-related documents, it is recommended th
   ```
 
 ## Contributing
-We appreciate all contributions. If you are planning to contribute back bug-fixes, please do so without any further discussion. If you plan to contribute new features, utility functions or extensions, please first open an issue and discuss the feature with us. Please, consider reading the [CONTRIBUTING](https://github.com/arraiyopensource/kornia/blob/master/CONTRIBUTING.rst) notes. The participation in this open source project is subject to [Code of Conduct](https://github.com/arraiyopensource/kornia/blob/master/CODE_OF_CONDUCT.md).
+We appreciate all contributions. If you are planning to contribute back bug-fixes, please do so without any further discussion. If you plan to contribute new features, utility functions or extensions, please first open an issue and discuss the feature with us. Please, consider reading the [CONTRIBUTING](https://github.com/kornia/kornia/blob/master/CONTRIBUTING.rst) notes. The participation in this open source project is subject to [Code of Conduct](https://github.com/kornia/kornia/blob/master/CODE_OF_CONDUCT.md).
 
 
 ## Community
-- **forums:** discuss implementations, research, etc. [GitHub Forums](https://github.com/kornia/kornia/discussions)
-- **GitHub issues:** bug reports, feature requests, install issues, RFCs, thoughts, etc. [OPEN](https://github.com/kornia/kornia/issues/new/choose)
+- **Forums:** discuss implementations, research, etc. [GitHub Forums](https://github.com/kornia/kornia/discussions)
+- **GitHub Issues:** bug reports, feature requests, install issues, RFCs, thoughts, etc. [OPEN](https://github.com/kornia/kornia/issues/new/choose)
 - **Slack:** Join our workspace to keep in touch with our core contributors and be part of our community. [JOIN HERE](https://join.slack.com/t/kornia/shared_invite/zt-csobk21g-CnydWe5fmvkcktIeRFGCEQ)
-- for general information, please visit our website at www.kornia.org
+- For general information, please visit our website at www.kornia.org

README_zh-CN.md

@@ -123,11 +123,11 @@
   ```
 
 ## 贡献
-我们感谢所有的贡献者为改进和提升 Kornia 所作出的努力。您可以直接修复一个已知的BUG而无需进一步讨论；如果您想要添加一个任何新的或者扩展功能，请务必先通过提交一个Issue来与我们讨论。详情请阅读 [贡献指南](https://github.com/arraiyopensource/kornia/blob/master/CONTRIBUTING.rst)。开源项目的参与者请务必了解如下 [规范](https://github.com/arraiyopensource/kornia/blob/master/CODE_OF_CONDUCT.md)。
+我们感谢所有的贡献者为改进和提升 Kornia 所作出的努力。您可以直接修复一个已知的BUG而无需进一步讨论；如果您想要添加一个任何新的或者扩展功能，请务必先通过提交一个Issue来与我们讨论。详情请阅读 [贡献指南](https://github.com/kornia/kornia/blob/master/CONTRIBUTING.rst)。开源项目的参与者请务必了解如下 [规范](https://github.com/kornia/kornia/blob/master/CODE_OF_CONDUCT.md)。
 
 ## 社区
 - **论坛:** 讨论代码实现，学术研究等。[GitHub Forums](https://github.com/kornia/kornia/discussions)
-- **GitHub issues:** bug reports, feature requests, install issues, RFCs, thoughts, etc. [OPEN](https://github.com/kornia/kornia/issues/new/choose)
+- **GitHub Issues:** bug reports, feature requests, install issues, RFCs, thoughts, etc. [OPEN](https://github.com/kornia/kornia/issues/new/choose)
 - **Slack:** 加入我们的Slack社区，与我们的核心贡献者保持联系。 [JOIN HERE](https://join.slack.com/t/kornia/shared_invite/zt-csobk21g-CnydWe5fmvkcktIeRFGCEQ)
 - 常见信息请访问我们的网站 www.kornia.org
 

docs/source/contribute.rst

@@ -26,6 +26,6 @@ Everyone is welcomed to get involved with the project. There are different ways
 
 4. Donate resources to the project. Reach us !
 
-For more information about our development process, see our `Developers corner <https://github.com/arraiyopensource/kornia/blob/master/CONTRIBUTING.rst#developing-kornia>`_.
+For more information about our development process, see our `Developers corner <https://github.com/kornia/kornia/blob/master/CONTRIBUTING.rst#developing-kornia>`_.
 
 **Happy coding !**