uwot
An R package implementing the UMAP dimensionality reduction method. (by jlmelville)
Rumale
Rumale is a machine learning library in Ruby (by yoshoku)
| uwot | Rumale | |
|---|---|---|
| 1 | 1 | |
| 307 | 740 | |
| - | - | |
| 8.5 | 8.1 | |
| 14 days ago | about 1 month ago | |
| R | Ruby | |
| GNU General Public License v3.0 only | BSD 3-clause "New" or "Revised" 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.
Rumale
Posts with mentions or reviews of Rumale.
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
Ruby users often use Rumale for machine learning. t-SNE is included in Rumale, but UMAP is not.
What are some alternatives?
When comparing uwot and Rumale you can also consider the following projects:
numo-narray - Ruby/Numo::NArray - New NArray class library
tensorflow.rb - tensorflow for ruby
ruby-umappp - Uniform Manifold Approximation and Projection for Ruby
Ruby Linear Regression - Linear regression implemented in Ruby.
extpp - C++ Ruby extension API
Eps - Machine learning for Ruby
numo.hpp - C++ header for Numo and Rice
XGBoost - High performance gradient boosting for Ruby
rice - Ruby Interface for C++ Extensions
Edits - Edit distance algorithms inc. Jaro, Damerau-Levenshtein, and Optimal Alignment
umappp - UMAP C++ implementation
LightGBM - High performance gradient boosting for Ruby