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ZIH
hpcsupport
hpc-compendium
Commits
6575fee8
Commit
6575fee8
authored
3 years ago
by
Taras Lazariv
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6 merge requests
!333
Draft: update NGC containers
,
!322
Merge preview into main
,
!319
Merge preview into main
,
!279
Draft: Machine Learning restructuring
,
!268
Update ML branch with the content from DA
,
!258
Data Analytics restructuring
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doc.zih.tu-dresden.de/docs/software/data_analytics.md
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On the ZIH system, there are many possibilities for working with tools from the field of data analytics.
# 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.
On the ZIH system, 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.
The following tools are available in the ZIH system, among others:
The following tools are available in the ZIH system, among others:
...
@@ -12,17 +15,19 @@ The following tools are available in the ZIH system, among others:
...
@@ -12,17 +15,19 @@ The following tools are available in the ZIH system, among others:
1.
[
Pytorch
](
pytorch.md
)
1.
[
Pytorch
](
pytorch.md
)
1.
[
MATLAB and Mathematica
](
mathematics.md
)
1.
[
MATLAB and Mathematica
](
mathematics.md
)
Other software not listed here can be searched with
Other software not listed here can be searched with
```
bash
```
bash
module spider <software_name>
module spider <software_name>
```
```
Additional software or special versions of individual modules can be installed individually by
each user.
Additional software or special versions of individual modules can be installed individually by
If possible, the use of virtual environments is recommended (e.g. for Python).
each user.
If possible, the use of virtual environments is recommended (e.g. for Python).
Likewise software can be used within
[
containers
](
containers.md
)
.
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.
For the transfer of larger amounts of data into and within the system, the
The data storage takes place in the
[
work spaces
](
../data_lifecycle/workspaces.md
)
.
[
export nodes and data mover
](
../data_transfer/overview.md
)
should be used.
Software modules or virtual environments can also be installed in workspaces to enable collaborative work even within larger groups.
The data storage takes place in the
[
work spaces
](
../data_lifecycle/workspaces.md
)
.
General recommendations for setting up workflows can be found in the
[
experiments
](
../data_lifecycle/experiments.md
)
section.
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
can be found in the
[
experiments
](
../data_lifecycle/experiments.md
)
section.
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