XGBoost
High performance gradient boosting for Ruby (by ankane)
LightGBM
High performance gradient boosting for Ruby (by ankane)
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| XGBoost | LightGBM | |
|---|---|---|
| 0 | 0 | |
| 69 | 56 | |
| - | - | |
| 4.1 | 4.5 | |
| about 1 month ago | about 1 month ago | |
| Ruby | Ruby | |
| Apache License 2.0 | MIT 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.
XGBoost
Posts with mentions or reviews of XGBoost.
We have used some of these posts to build our list of alternatives
and similar projects.
We haven't tracked posts mentioning XGBoost yet.
Tracking mentions began in Dec 2020.
LightGBM
Posts with mentions or reviews of LightGBM.
We have used some of these posts to build our list of alternatives
and similar projects.
We haven't tracked posts mentioning LightGBM yet.
Tracking mentions began in Dec 2020.
What are some alternatives?
When comparing XGBoost and LightGBM you can also consider the following projects:
ruby-dnn - ruby-dnn is a ruby deep learning library.
weka - Machine Learning & Data Mining with JRuby
Rumale - Rumale is a machine learning library in Ruby
tensorflow.rb - tensorflow for ruby
Ruby Linear Regression - Linear regression implemented in Ruby.
rb-libsvm - Ruby language bindings for LIBSVM
Scoruby - Ruby Scoring API for PMML
Edits - Edit distance algorithms inc. Jaro, Damerau-Levenshtein, and Optimal Alignment
Eps - Machine learning for Ruby