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Support openmpi 5

7

**Related** https://github.com/conda-forge/heat-feedstock/pull/15 **Feature functionality** Verify that everything runs as expected with openmpi 5. So far, we're testing everything on 4.1.x

ClaudiaComito

Features/HPC-tutorial via python script

5

A version of our Tutorials in "classical" HPC-style, i.e. with Python scripts instead of notebooks, is added. Issue/s resolved: #1523

mrfh92

Add HPC tutorials for HAICON

1

**Related** Is this feature request related to a problem or bug? Please describe. **Feature functionality** A clear and concise description of what the feature should do exactly and any alternative...

mrfh92

**Feature functionality** [scipy.signal.wiener](https://docs.scipy.org/doc/scipy/reference/generated/scipy.signal.wiener.html) applies a Wiener denoising filter to all dimensions of an n-D array. We want to be able to apply a n-D Wiener filter to a **batch** of...

ClaudiaComito

## Due Diligence - General: - [ ] **title** of the PR is suitable to appear in the [Release Notes](https://github.com/helmholtz-analytics/heat/releases/latest) - Implementation: - [ ] unit tests: all split configurations...

JuanPedroGHM

Release drafter fix and autolabeling

1

## Due Diligence - General: - [x] **title** of the PR is suitable to appear in the [Release Notes](https://github.com/helmholtz-analytics/heat/releases/latest) - Implementation: - [x] unit tests: all split configurations tested -...

JuanPedroGHM

[Bug]: `save_csv` tests does not work on certain multi-node envs.

1

### What happened? The `csv` related tests fail on multi-node environments, because the temporary directory is not available on both nodes. If that is the case, `save_csv` should either throw...

JuanPedroGHM

[Bug]: `test_solve_triangular` fails on certain multi-node configurations.

1

### What happened? With certain configurations of number of ranks and number of nodes, `solve_triangular` fails the tests. Needs further investigation. ### Code snippet triggering the error _No response_ ###...

JuanPedroGHM

[Bug]: `test_vmap` fails on multi-node runs on hardware accelerators

3

### What happened? When running on more than one node and using GPUs at the same time, `test_vmap` fails. Needs further investigation. ### Code snippet triggering the error When running...

JuanPedroGHM

Features/1458 add incremental SVD/PCA

22

## Due Diligence - General: - [X] **title** of the PR is suitable to appear in the [Release Notes](https://github.com/helmholtz-analytics/heat/releases/latest) - Implementation: - [x] unit tests: all split configurations tested -...

mrfh92