Nina Miolane

Check docstrings everywhere

5

# What? Some docstrings are erroneous, for example: ``` class SCNN(torch.nn.Module): """Simplicial convolutional neural network implementation for complex classification. Note: At the last layer, we obtain the output on simplcies,...

Complete writing tasks on overleaf

3

See TODO's in overleaf

Fix datasets in topomodelx' test workflow + Merge SNN

1

# What? There is an issue upon loading the datasets from TopoNetX when testing TopoModelX through GitHub Actions. See details: https://github.com/pyt-team/TopoNetX/issues/195 We need to fix it. # Why? Because the...

Simplicial: Add equations in docstrings of forward methods

1

# What? We consider the layers implemented for the simplicial complex domain, i.e. the ones in `nn/simplicial/*_layer.py`. Each Layer is a Python class that has a forward() method. The docstring...

Hypergraph: Add equations in docstrings of forward methods

1

# What? We consider the layers implemented for the hypergraph domain, i.e. the ones in `nn/hypergraph/*_layer.py`. Each Layer is a Python class that has a forward() method. The docstring of...

# What? Put code that lifts a complex (such as a simplicial complex) into another (such as a cellular complex) into `toponetx`. - [x] Integrate the file [graph_to_simplicial_complex.py](https://github.com/pyt-team/TopoModelX/blob/dev/topomodelx/transforms/graph_to_simplicial_complex.py) - [...

The mechanism of TopoTune that expands a topological domain into a set of strictly augmented Hasse graphs is very useful. However, it is hardly usable at the moment since it's...

Bug: TangentPCA on discrete curves with elastic metric

1

### Describe the bug With geomstats downloaded from pip and Python 3.13, there are array shapes errors in running TangentPCA for curves? ### Steps/Code to Reproduce ``` import numpy as...