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Commit e2922e15 authored by Taras Lazariv's avatar Taras Lazariv
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Merge branch 'DA_neustrukturierung' of...

Merge branch 'DA_neustrukturierung' of gitlab.hrz.tu-chemnitz.de:zih/hpcsupport/hpc-compendium into DA_neustrukturierung
parents 4afbc1e0 2a4aa0da
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5 merge requests!333Draft: update NGC containers,!322Merge preview into main,!319Merge preview into main,!279Draft: Machine Learning restructuring,!258Data Analytics restructuring
...@@ -44,12 +44,11 @@ marie@romeo$ module load modenv/scs5 ...@@ -44,12 +44,11 @@ marie@romeo$ module load modenv/scs5
## Machine Learning via Console ## Machine Learning via Console
### Python and Virtual Environments ### Python and Virtual Environments
Python users should use a [virtual environment](python_virtual_environments.md) when conducting machine learning tasks via console. Python users should use a [virtual environment](python_virtual_environments.md) when conducting
In case of using [sbatch files](../jobs_and_resources/batch_systems.md) to send your job you usually machine learning tasks via console. In case of using [sbatch files](../jobs_and_resources/batch_systems.md)
don't need a virtual environment. to send your job you usually don't need a virtual environment.
For more details on machine learning or data science with Python see [here](data_analytics_with_python.md). For more details on machine learning or data science with Python see [here](data_analytics_with_python.md).
...@@ -60,7 +59,6 @@ different package managment. ...@@ -60,7 +59,6 @@ different package managment.
For more details on machine learning or data science with R see [here](../data_analytics_with_r/#r-console). For more details on machine learning or data science with R see [here](../data_analytics_with_r/#r-console).
## Machine Learning with Jupyter ## Machine Learning with Jupyter
The [Jupyter Notebook](https://jupyter.org/) is an open-source web application that allows you to The [Jupyter Notebook](https://jupyter.org/) is an open-source web application that allows you to
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...@@ -14,7 +14,7 @@ If TensorBoard occurs in the `Included extensions` section of the output, Tensor ...@@ -14,7 +14,7 @@ If TensorBoard occurs in the `Included extensions` section of the output, Tensor
## Using TensorBoard ## Using TensorBoard
To use TensorBoard, you have to connect via ssh to the ZIH system as usual, schedule an interactive To use TensorBoard, you have to connect via ssh to the ZIH system as usual, schedule an interactive
job and load a TensorFlow module: job and load a TensorFlow module:
```console ```console
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...@@ -73,10 +73,9 @@ the notebook by pre-loading a specific TensorFlow module: ...@@ -73,10 +73,9 @@ the notebook by pre-loading a specific TensorFlow module:
![TensorFlow module in JupyterHub](misc/tensorflow_jupyter_module.png) ![TensorFlow module in JupyterHub](misc/tensorflow_jupyter_module.png)
{: align="center"} {: align="center"}
??? hint ??? hint
You can also define your own Jupyter kernel for more specific tasks. Please read there You can also define your own Jupyter kernel for more specific tasks. Please read there
documentation about JupyterHub, Jupyter kernels and virtual environments documentation about JupyterHub, Jupyter kernels and virtual environments
[here](../../access/jupyterhub/#creating-and-using-your-own-environment). [here](../../access/jupyterhub/#creating-and-using-your-own-environment).
## TensorFlow in Containers ## TensorFlow in Containers
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