Package: dyndimred 1.0.4
Robrecht Cannoodt
dyndimred: Dimensionality Reduction Methods in a Common Format
Provides a common interface for applying dimensionality reduction methods, such as Principal Component Analysis ('PCA'), Independent Component Analysis ('ICA'), diffusion maps, Locally-Linear Embedding ('LLE'), t-distributed Stochastic Neighbor Embedding ('t-SNE'), and Uniform Manifold Approximation and Projection ('UMAP'). Has built-in support for sparse matrices.
Authors:
dyndimred_1.0.4.tar.gz
dyndimred_1.0.4.zip(r-4.5)dyndimred_1.0.4.zip(r-4.4)dyndimred_1.0.4.zip(r-4.3)
dyndimred_1.0.4.tgz(r-4.4-any)dyndimred_1.0.4.tgz(r-4.3-any)
dyndimred_1.0.4.tar.gz(r-4.5-noble)dyndimred_1.0.4.tar.gz(r-4.4-noble)
dyndimred_1.0.4.tgz(r-4.4-emscripten)dyndimred_1.0.4.tgz(r-4.3-emscripten)
dyndimred.pdf |dyndimred.html✨
dyndimred/json (API)
NEWS
| # Install 'dyndimred' in R: |
| install.packages('dyndimred', repos = c('https://dynverse.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/dynverse/dyndimred/issues
Last updated 4 years agofrom:b85e9f42a7. Checks:OK: 3 ERROR: 1 NOTE: 3. Indexed: yes.
| Target | Result | Date |
|---|---|---|
| Doc / Vignettes | OK | Nov 16 2024 |
| R-4.5-win | OK | Nov 16 2024 |
| R-4.5-linux | OK | Nov 17 2024 |
| R-4.4-win | NOTE | Nov 16 2024 |
| R-4.4-mac | NOTE | Nov 16 2024 |
| R-4.3-win | NOTE | Nov 16 2024 |
| R-4.3-mac | ERROR | Nov 17 2024 |
Exports:dimreddimred_dm_destinydimred_dm_diffusionmapdimred_icadimred_knn_frdimred_landmark_mdsdimred_lledimred_mdsdimred_mds_isomdsdimred_mds_sammondimred_mds_smacofdimred_pcadimred_tsnedimred_umaplist_dimred_methods
Dependencies:assertthatclicrayondescdplyrdynutilsfansigenericsglueirlbalatticelifecyclelmdsmagrittrMatrixpillarpkgconfigproxyCpurrrR6RcppRcppArmadilloremotesrlangstringistringrtibbletidyselectutf8vctrswithr
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Perform simple dimensionality reduction | dimred dimred_dm_destiny dimred_dm_diffusionmap dimred_ica dimred_knn_fr dimred_landmark_mds dimred_lle dimred_mds dimred_mds_isomds dimred_mds_sammon dimred_mds_smacof dimred_pca list_dimred_methods |
| tSNE | dimred_tsne |
| UMAP | dimred_umap |
| Common dimensionality reduction methods | dyndimred |
