added cuda image for ml excercises

cuda_basis/Dockerfile

+FROM nvidia/cuda:11.1.1-cudnn8-devel-ubuntu20.04
+
+LABEL maintainer "Eppelt, Jonas jonas.eppelt@kit.edu"
+
+USER root
+
+### run apt-get installs for Latex for notebook conversion
+RUN apt-get update -y && apt-get upgrade -y && \
+    apt-get install -y nano vim pandoc dvipng git texlive-xetex texlive texlive-lang-german texlive-latex-extra \
+    dpkg-dev cmake g++ gcc binutils libx11-dev libxpm-dev libxft-dev libxext-dev libssl-dev --upgrade  && \
+    apt-get clean && rm -rf /var/lib/apt/lists/*
+
+
+### installing pip packages
+RUN pip install numpy seaborn scipy matplotlib uncertainties pyunfold PhyPraKit pandas\
+    kafe2 pydot graphviz scikit-learn --upgrade --no-cache-dir
+
+RUN pip install iminuit --no-cache
+
+### set Workdir
+WORKDIR /home
+
+RUN apt-get update -y && apt-get upgrade -y && \
+    apt-get install -y dpkg-dev cmake g++ gcc binutils libx11-dev libxpm-dev libxft-dev libxext-dev libssl-dev && \
+    apt-get clean && rm -rf /var/lib/apt/lists/* && \
+    wget https://root.cern/download/root_v6.28.04.Linux-ubuntu22-x86_64-gcc11.3.tar.gz && \
+    tar -xzf root_v6.28.04.Linux-ubuntu22-x86_64-gcc11.3.tar.gz && \
+    source root/bin/thisroot.sh
+
+RUN pip install requests-ftp lxml uproot wheel awkward probfit tensorflow  --no-cache-dir
+
+## Switch back to $NB_USER
+USER $NB_USER
\ No newline at end of file