Guillermo Bernárdez

`SCConv` needs a full revision

2

Two important concerns about `SCConv` simplicial model: - [ ] **Implementation of normalization**: The original paper consider normalized incidence and adjacency matrices, but the proposed normalization procedure in the tutorial...

`InMemoryDataset`'s `load()`method is obsolete

1

### 🛠 Proposed Refactor Update `InMemoryDataset`'s `load()`method for it to be compatible with latest datasets (e.g. `TUDatasets`) that store 4 elements in the processed `data.pd` object (`data`, `slices`, `sizes`, `data_cls`)....

Facilitate the implementation of models that need custom losses --right now the loss is mainly defined in dataset config files.

Running Zinc needs adding the command `dataset.transforms.one_hot_node_degree_features.degrees_fields=x` to properly generate its features. This can be automated within `transforms/dataset_defaults/ZINC.yaml`.