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Wir erstellen nun eine Umgebung namens \lstinline|ml| mit Python 3.10 und den be matplotlib seaborn scikit-learn openpyxl odfpy pyarrow \ geopandas descartes pyogrio optuna plotly tqdm spyder \ jax-jumpy moviepy shimmy-atari gymnasium-box2d \ - ipywidgets notebook lxml fastparquet zstandard \ - contextily networkx pyvis netgraph pip + ipywidgets notebook lxml fastparquet zstandard bokeh \ + contextily networkx pyvis netgraph pip umap-learn \end{lstlisting} Sie können die Umgebung jederzeit mit \lstinline|mamba activate ml| aktivieren und mit \lstinline|mamba deactivate| deaktivieren. 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\author{Christof Kaufmann} @@ -131,17 +131,16 @@ Wir erstellen nun eine Umgebung namens \lstinline|ml| mit Python 3.10 und den be mamba create -n ml python=3.10 seaborn plotly matplotlib ipympl ipywidgets ^ scikit-learn optuna astunparse git jupyter notebook spyder ^ openpyxl odfpy lxml pyarrow fastparquet zstandard mypy pip ^ - geopandas "pyogrio<0.8.0" contextily networkx netgraph ^ - pyvis jax-jumpy moviepy shimmy-atari gymnasium-box2d gradio + geopandas pyogrio contextily networkx netgraph umap-learn ^ + pyvis jax-jumpy moviepy shimmy-atari gymnasium-box2d bokeh ^ \end{lstlisting} Sie können die Umgebung jederzeit mit \lstinline|mamba activate ml| aktivieren und mit \lstinline|mamba deactivate| deaktivieren. Generell können Sie auch weitere Umgebungen mit \lstinline|mamba create -n <MYENVNAME> <PAKETE>| einrichten und diese mit \lstinline|mamba activate <MYENVNAME>| aktivieren. Anschließend installieren wir noch Pakete mit \lstinline|pip| aus dem PyPI-Repository (bzw.\ von github) in der Umgebung \lstinline|ml|, die es im \lstinline|conda-forge|-Repository nicht gibt. Hierdurch können allerdings Probleme in Ihrer Umgebung entstehen. \begin{lstlisting}[gobble=2, basicstyle=\ttfamily\footnotesize] #*\color{gray}(base) C:\textbackslash Users\textbackslash john>*mamba activate ml - #*\color{gray}(ml) C:\textbackslash Users\textbackslash john>*pip install tensorflow-cpu + #*\color{gray}(ml) C:\textbackslash Users\textbackslash john>*pip install tensorflow-cpu gradio "ale-py>0.10.1" #*\color{gray}(ml) C:\textbackslash Users\textbackslash john>*pip install git+https://github.com/hosford42/EMNIST.git - #*\color{gray}(ml) C:\textbackslash Users\textbackslash john>*pip install autorom[accept-rom-license] \end{lstlisting} -- GitLab