umappp
UMAP C++ implementation (by LTLA)
uwot
An R package implementing the UMAP dimensionality reduction method. (by jlmelville)
| umappp | uwot | |
|---|---|---|
| 1 | 1 | |
| 36 | 307 | |
| - | - | |
| 5.5 | 8.5 | |
| 4 months ago | 11 days ago | |
| C++ | R | |
| BSD 2-clause "Simplified" License | GNU General Public License v3.0 only |
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.
umappp
Posts with mentions or reviews of umappp.
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
Since the Ruby language is a relatively minor language in the field of data analysis, it is often the case that a library that implements what you want to do does not exist. In such cases, you can look for libraries in languages such as C or Rust to build Ruby bindings. GitHub's search allows you to search for code by language. This can be used to find libraries for C. Since GitHub allows tagging of projects, searching for the target tag can also be helpful. However, UMAP seems to be difficult to implement, and I could not find a C library that implements UMAP. Instead, we found a library that implements UMAP in C++. That is Umappp.
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.
What are some alternatives?
When comparing umappp and uwot you can also consider the following projects:
numo-narray - Ruby/Numo::NArray - New NArray class library
numo.hpp - C++ header for Numo and Rice
ruby-umappp - Uniform Manifold Approximation and Projection for Ruby
rice - Ruby Interface for C++ Extensions
extpp - C++ Ruby extension API
umap - Uniform Manifold Approximation and Projection