Feature Relationships#
💡 Tip: Click the + in the first column to expand detailed method descriptions.
| Method | Year | Task | Model | Published | Code | |
|---|---|---|---|---|---|---|
| Celcomen | 2025 | Unsupervised DisentanglementFeature Relationships |
K-hop ConvolutionSpatially-informed |
✓ | GitHub | |
| Hotspot | 2021 | Nonlinear Gene ProgrammesFeature Relationships |
AutocorrelationPairwise Local Correlations |
✓ | GitHub | |
| Kasumi | 2025 | Feature Relationships |
Spatially-informedRandom Forrest (or other regression models)Convolution Operations |
✓ | GitHub | |
| Memento | 2024 | Differential AnalysisLinear Gene ProgrammesFeature Relationships |
Hypergeometric testProbabilistic |
✓ | GitHub | |
| MISTy | 2022 | Feature Relationships |
Spatially-informedRandom Forrest (or other regression models) |
✓ | GitHub | |
| SpaCeNet | 2024 | Feature Relationships |
Generalised Gaussian Graphical ModelSpatially-informed |
✓ | GitHub |