uwot
An R package implementing the UMAP dimensionality reduction method. (by jlmelville)
extpp
C++ Ruby extension API (by red-data-tools)
uwot | extpp | |
---|---|---|
1 | 1 | |
307 | 20 | |
- | - | |
8.5 | 10.0 | |
11 days ago | over 1 year ago | |
R | C++ | |
GNU General Public License v3.0 only | BSD 2-clause "Simplified" License |
The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
uwot
Posts with mentions or reviews of uwot.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2022-10-11.
-
UMAP clustering in Ruby
Umappp is a C++ library implemented by Aaron Lun. it is developed based on the R library uwot. it is implemented in C++ and uses OpenMP, so high performance is expected.
extpp
Posts with mentions or reviews of extpp.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2022-10-11.
-
UMAP clustering in Ruby
There are two ways to write Ruby extensions in C++. One is Rice and the other is extpp. In this case, I used Rice because I wanted to use numo.hpp to link Numo::NArray and C++.
What are some alternatives?
When comparing uwot and extpp you can also consider the following projects:
numo-narray - Ruby/Numo::NArray - New NArray class library
ruby-umappp - Uniform Manifold Approximation and Projection for Ruby
umappp - UMAP C++ implementation
numo.hpp - C++ header for Numo and Rice
rice - Ruby Interface for C++ Extensions
Rumale - Rumale is a machine learning library in Ruby
umap - Uniform Manifold Approximation and Projection