


classic GUI-based IDEs (Spyder, P圜harm CE, and RStudio), designed for local use and thus requiring a graphical Desktop (here: Lubuntu/LXDE - a lightweight alternative to the standard Unity desktop), accessible inside the container through a desktop server (here: the NoMachine server, based on NX, a protocol superior to VNC).

command-line tools (such as python3 / ipython, R), accessible via SSH clients or docker exec command,.A starter Python 3 and R environment for data science tasks performed on the server-side using a wide array of development tools for Python 3 and R:
