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@@ -2,54 +2,16 @@
 Installation
 ############
 
-There are many ways you can install our package, using pip to download our latest stable version,
-Docker, Singularity/Apptainer or manual installation directly from the source code. We highly suggest to install
-our latest PyPI wheel. Note that the Singularity/Apptainer versions are outdated.
+To install **NiChart Project** with pip, just do: ::
 
+    $ pip install NiChart_Project
 
-****************
-Install with pip
-****************
-
-To install **NiChart DLMUSE** with pip, just do: ::
-
-    $ pip install NiChart_DLMUSE
-
-We always have our latest stable version on PyPI, so we highly suggest you to install it this way, as this package is under
-heavy development and building from source can lead to crashes and bugs.
-
-
-.. _`Docker Container`:
-
-****************
-Docker Container
-****************
-
-The package comes already pre-built as a docker container that you can download at our `docker hub <https://hub.docker.com/r/cbica/nichart_dlmuse/tags>`_.
-You can build the package by running the following command: ::
-
-    $ docker build -t cbica/nichart_dlmuse .
-
-.. _`Singularity/Apptainer build`
-
-Singularity and Apptainer images can be built for NiChart_DLMUSE, allowing for frozen versions of the pipeline and easier
-installation for end-users. Note that the Singularity project recently underwent a rename to "Apptainer", with a commercial
-fork still existing under the name "Singularity" (confusing!). Please note that while for now these two versions are largely identical,
-future versions may diverge. It is recommended to use the AppTainer distribution. For now, these instructions apply to either.
-After installing the container engine, run: ::
-
-    $ singularity build nichart_dlmuse.sif singularity.def
-
-This will take some time, but will build a containerized version of your current repo. Be aware that this includes any local changes!
-The nichart_dlmuse.sif file can be distributed via direct download, or pushed to a container registry that accepts SIF images.
-
-.. _`Manual installation`
+We always have our latest stable version on PyPI, so we highly suggest you to install it this way.
 
 You can manually build the package from source by running: ::
 
-    $ git clone https://github.com/CBICA/NiChart_DLMUSE
+    $ git clone https://github.com/CBICA/NiChart_Project
 
-    $ cd NiChart_DLMUSE && python3 -m pip install -e .
+    $ cd NiChart_Project && python3 -m pip install -e .
 
-We **do not** recomment installing the package directly from source as the repository above is under heavy development and can cause
-crashes and bugs.
+We **do not** recomment installing the package directly from source as the repository is under development and this can cause crashes and bugs.