Network Pre-Processing and Normalization
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Documentation for package ‘NetPreProc’ version 1.2
Help Pages
| NetPreProc-package | NetPreProc |
| Binary.matrix.by.thresh | Transforming a real-valued network matrix into a binary matrix |
| Binary.matrix.by.thresh-method | Transforming a real-valued network matrix into a binary matrix |
| check.network | Graph checking |
| check.network-method | Graph checking |
| Chua.norm | Chua normalization |
| Chua.norm-method | Chua normalization |
| Do.sim.matrix.Pearson | Construction of the Pearson correlation matrix |
| Laplacian.norm | Laplacian graph normalization |
| Laplacian.norm-method | Laplacian graph normalization |
| Magnify.binary.features.norm | Normalization of binary matrices |
| Magnify.binary.features.norm-method | Normalization of binary matrices |
| Max.Min.norm | Max-min graph normalization |
| Max.Min.norm-method | Max-min graph normalization |
| Prob.norm | Probabilistic normalization of a graph |
| Prob.norm-method | Probabilistic normalization of a graph |
| Sparsify.matrix | Sparsifying the graph |
| Sparsify.matrix-method | Sparsifying the graph |
| Sparsify.matrix.fixed.neighbours | Sparsifying the graph by a fixed number of edges per node |
| Sparsify.matrix.fixed.neighbours-method | Sparsifying the graph by a fixed number of edges per node |