[ 源代码： r-cran-uwot ]
软件包：r-cran-uwot（0.2.2-1）
GNU R uniform manifold approximation and projection (UMAP)
An implementation of the Uniform Manifold Approximation and Projection dimensionality reduction by McInnes et al. (2018) <arXiv:1802.03426>. It also provides means to transform new data and to carry out supervised dimensionality reduction. An implementation of the related LargeVis method of Tang et al. (2016) <arXiv:1602.00370> is also provided.
This is a complete re-implementation in R (and C++, via the 'Rcpp' package): no Python installation is required. See the uwot website (<https://github.com/jlmelville/uwot>) for more documentation and examples.
其他与 r-cran-uwot 有关的软件包
|
|
|
|
-
- dep: libc6 (>= 2.29)
- GNU C 语言运行库：共享库
同时作为一个虚包由这些包填实： libc6-udeb
-
- dep: libgcc-s1 (>= 4.2)
- GCC 支持库
-
- dep: libstdc++6 (>= 14)
- GNU 标准 C++ 库，第3版
-
- dep: r-api-4.0
- 本虚包由这些包填实： r-base-core
-
- dep: r-cran-dqrng
- GNU R fast pseudo random number generators
-
- dep: r-cran-fnn
- GNU R fast nearest neighbor search algorithms and applications
-
- dep: r-cran-irlba
- GNU R fast truncated SVD, PCA and symmetric eigendecomposition
-
- dep: r-cran-matrix
- GNU R package of classes for dense and sparse matrices
-
- dep: r-cran-rcpp
- GNU R package for Seamless R and C++ Integration
-
- dep: r-cran-rcppannoy (>= 0.0.17)
- Rcpp bindings for Annoy (approximate nearest neighbors)
-
- dep: r-cran-rcppprogress
- interruptible progress bar for C++ in GNU R packages
-
- dep: r-cran-rspectra
- GNU R solvers for large-scale eigenvalue and SVD problems
-
- rec: r-cran-covr
- test coverage for GNU R packages
-
- rec: r-cran-knitr
- GNU R package for dynamic report generation using Literate Programming
-
- rec: r-cran-rcpphnsw
- R bindings for a Library for Approximate Nearest Neighbors
-
- rec: r-cran-rmarkdown
- convert R markdown documents into a variety of formats
-
- rec: r-cran-testthat
- GNU R testsuite