diff --git a/README.md b/README.md
old mode 100755
new mode 100644
index 17794bf6..b3b162c7
--- a/README.md
+++ b/README.md
@@ -5,13 +5,13 @@ _PyTorch Forecasting_ is a PyTorch-based package for forecasting with state-of-t
 
 |  | **[Documentation](https://pytorch-forecasting.readthedocs.io)** · **[Tutorials](https://pytorch-forecasting.readthedocs.io/en/latest/tutorials.html)** · **[Release Notes](https://pytorch-forecasting.readthedocs.io/en/latest/CHANGELOG.html)** |
 |---|---|
-| **Open Source** | [![MIT](https://img.shields.io/github/license/jdb78/pytorch-forecasting)](https://github.com/jdb78/pytorch-forecasting/blob/main/LICENSE) |
+| **Open Source** | [![MIT](https://img.shields.io/github/license/sktime/pytorch-forecasting)](https://github.com/sktime/pytorch-forecasting/blob/master/LICENSE) |
 | **Community** | [![!discord](https://img.shields.io/static/v1?logo=discord&label=discord&message=chat&color=lightgreen)](https://discord.com/invite/54ACzaFsn7) [![!slack](https://img.shields.io/static/v1?logo=linkedin&label=LinkedIn&message=news&color=lightblue)](https://www.linkedin.com/company/scikit-time/) |
-| **CI/CD** | [![github-actions](https://img.shields.io/github/actions/workflow/status/jdb78/pytorch-forecasting/pypi_release.yml?logo=github)](https://github.com/jdb78/pytorch-forecasting/actions/workflows/pypi_release.yml) [![readthedocs](https://img.shields.io/readthedocs/pytorch-forecasting?logo=readthedocs)](https://pytorch-forecasting.readthedocs.io) [![platform](https://img.shields.io/conda/pn/conda-forge/pytorch-forecasting)](https://github.com/jdb78/pytorch-forecasting) [![Code Coverage][coverage-image]][coverage-url] |
+| **CI/CD** | [![github-actions](https://img.shields.io/github/actions/workflow/status/sktime/pytorch-forecasting/pypi_release.yml?logo=github)](https://github.com/sktime/pytorch-forecasting/actions/workflows/pypi_release.yml) [![readthedocs](https://img.shields.io/readthedocs/pytorch-forecasting?logo=readthedocs)](https://pytorch-forecasting.readthedocs.io) [![platform](https://img.shields.io/conda/pn/conda-forge/pytorch-forecasting)](https://github.com/sktime/pytorch-forecasting) [![Code Coverage][coverage-image]][coverage-url] |
 | **Code** | [![!pypi](https://img.shields.io/pypi/v/pytorch-forecasting?color=orange)](https://pypi.org/project/pytorch-forecasting/) [![!conda](https://img.shields.io/conda/vn/conda-forge/pytorch-forecasting)](https://anaconda.org/conda-forge/pytorch-forecasting) [![!python-versions](https://img.shields.io/pypi/pyversions/pytorch-forecasting)](https://www.python.org/) [![!black](https://img.shields.io/badge/code%20style-black-000000.svg)](https://github.com/psf/black)  |
 
-[coverage-image]: https://codecov.io/gh/jdb78/pytorch-forecasting/branch/main/graph/badge.svg
-[coverage-url]: https://codecov.io/github/jdb78/pytorch-forecasting?branch=main
+[coverage-image]: https://codecov.io/gh/sktime/pytorch-forecasting/branch/main/graph/badge.svg
+[coverage-url]: https://codecov.io/github/sktime/pytorch-forecasting?branch=main
 
 ---
 
diff --git a/docs/source/_static/custom.css b/docs/source/_static/custom.css
index 45ed7dbb..70b848a1 100644
--- a/docs/source/_static/custom.css
+++ b/docs/source/_static/custom.css
@@ -25,7 +25,7 @@ a.nav-link
   color: #647db6 !important;
 }
 
-a.nav-link[href="https://github.com/jdb78/pytorch-forecasting"]
+a.nav-link[href="https://github.com/sktime/pytorch-forecasting"]
 {
   color: #ee4c2c !important;
 }
diff --git a/docs/source/conf.py b/docs/source/conf.py
index afce813c..4c6b40ff 100644
--- a/docs/source/conf.py
+++ b/docs/source/conf.py
@@ -141,11 +141,11 @@ def setup(app: Sphinx):
 
 # theme options
 html_theme_options = {
-    "github_url": "https://github.com/jdb78/pytorch-forecasting",
+    "github_url": "https://github.com/sktime/pytorch-forecasting",
     "navbar_end": ["navbar-icon-links.html", "search-field.html"],
     "show_nav_level": 2,
     "header_links_before_dropdown": 10,
-    "external_links": [{"name": "GitHub", "url": "https://github.com/jdb78/pytorch-forecasting"}],
+    "external_links": [{"name": "GitHub", "url": "https://github.com/sktime/pytorch-forecasting"}],
 }
 
 html_sidebars = {
diff --git a/docs/source/index.rst b/docs/source/index.rst
index 24cf93d7..8b833f4b 100644
--- a/docs/source/index.rst
+++ b/docs/source/index.rst
@@ -8,7 +8,7 @@ PyTorch Forecasting Documentation
 
 .. raw:: html
 
-   <a class="github-button" href="https://github.com/jdb78/pytorch-forecasting" data-icon="octicon-star" data-size="large" data-show-count="true" aria-label="Star jdb78/pytorch-forecasting on GitHub">GitHub</a>
+   <a class="github-button" href="https://github.com/sktime/pytorch-forecasting" data-icon="octicon-star" data-size="large" data-show-count="true" aria-label="Star sktime/pytorch-forecasting on GitHub">GitHub</a>
 
 
 Our article on `Towards Data Science <https://towardsdatascience.com/introducing-pytorch-forecasting-64de99b9ef46>`_