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ZIH
hpcsupport
hpc-compendium
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8fe17a73
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8fe17a73
authored
3 years ago
by
Martin Schroschk
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Better wording and add prompt
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Data Analytics restructuring
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8fe17a73
# Data Analytics
On
the
ZIH system, there are many possibilities for working with tools from the field of data
On ZIH system
s
, there are many possibilities for working with tools from the field of data
analytics. The boundaries between data analytics and machine learning are fluid.
Therefore, it may be worthwhile to search for a specific issue within the data analytics and
machine learning sections.
...
...
@@ -14,20 +14,21 @@ The following tools are available on ZIH systems, among others:
1.
[
MATLAB and Mathematica
](
mathematics.md
)
Detailed information about frameworks for machine learning, such as
[
TensorFlow
](
tensorflow.md
)
or
[
PyTorch
](
pytorch.md
)
, can be found in
[
machine learning
](
machine_learning.md
)
subsection.
and
[
PyTorch
](
pytorch.md
)
, can be found in
the
[
machine learning
](
machine_learning.md
)
subsection.
Other software not listed here can be searched with
Other software
,
not listed here
,
can be searched with
```
Bash
module spider <software_name>
```
console
marie@compute$
module spider <software_name>
```
Additional software or special versions of individual modules can be installed individually by
each user. If possible, the use of virtual environments is recommended (e.g. for Python).
Likewise, software can be used within
[
containers
](
containers.md
)
.
Refer to the section covering
[
modules
](
modules.md
)
for further information on the modules system.
Additional software or special versions of
[
individual modules
](
custom_easy_build_environment.md
)
can be installed individually by each user. If possible, the use of virtual environments is
recommended (e.g. for Python). Likewise, software can be used within
[
containers
](
containers.md
)
.
For the transfer of larger amounts of data into and within the system, the
[
export nodes and data
mover
](
../data_transfer/overview.md
)
should be used.
[
export nodes and datamover
](
../data_transfer/overview.md
)
should be used.
Data is stored in the
[
workspaces
](
../data_lifecycle/workspaces.md
)
.
Software modules or virtual environments can also be installed in workspaces to enable
collaborative work even within larger groups. General recommendations for setting up workflows
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