quickfix

README.md

@@ -28,6 +28,26 @@ Installing `qmmlpack` by hand, then `pip install cmlkit cscribe` should suffice.
 - Potentially add another representation (ideally a global one)
 
 
-
-docker run --rm -it --user root -e GRANT_SUDO=yes -e DOCKER_STACKS_JUPYTER_CMD=notebook -p 8888:8888 -v $PWD:/home/jovyan/work tutorialkrr4mat
-docker run --rm -it -e DOCKER_STACKS_JUPYTER_CMD=notebook -p 8888:8888 -v $PWD:/home/jovyan/work tutorialkrr4mat
+## Development
+
+Cloning the source code:
\ No newline at end of file
+```
+git clone git@gitlab.mpcdf.mpg.de:nomad-lab/ai-toolkit/tutorial-krr4mat.git
+cd tutorial-krr4mat
+git checkout refactoring # use a special branch
+```
+
+Running notebook image and mounting local folder into teh work directory:
+```
+docker run --rm -it -e DOCKER_STACKS_JUPYTER_CMD=notebook -p 8888:8888 -v $PWD:/home/jovyan/work gitlab-registry.mpcdf.mpg.de/nomad-lab/ai-toolkit/tutorial-krr4mat:updates
+```
+
+Building the image (advanced):
+```
+docker build --pull --rm -f "Dockerfile" -t gitlab-registry.mpcdf.mpg.de/nomad-lab/ai-toolkit/tutorial-krr4mat:updates "."
+```
+
+Running container with sudo feature (advanced):
+```
+docker run --rm -it --user root -e GRANT_SUDO=yes -e DOCKER_STACKS_JUPYTER_CMD=notebook -p 8888:8888 -v $PWD:/home/jovyan/work gitlab-registry.mpcdf.mpg.de/nomad-lab/ai-toolkit/tutorial-krr4mat:updates
+```