LightGBM VS XGBoost

Compare LightGBM vs XGBoost and see what are their differences.

LightGBM

High performance gradient boosting for Ruby (by ankane)

XGBoost

High performance gradient boosting for Ruby (by ankane)
Scout Monitoring - Performance metrics and, now, Logs Management Monitoring with Scout Monitoring
Get early access to Scout Monitoring's NEW Ruby logging feature [beta] by signing up now. Start for free and enable logs to get better insights into your Rails apps.
www.scoutapm.com
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InfluxDB - Power Real-Time Data Analytics at Scale
Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.
www.influxdata.com
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LightGBM XGBoost
- -
67 100
- 2.0%
5.8 5.6
29 days ago 7 months ago
Ruby Ruby
MIT License Apache License 2.0
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.

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.

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.

What are some alternatives?

When comparing LightGBM and XGBoost you can also consider the following projects:

weka - Machine Learning & Data Mining with JRuby

tensorflow.rb - tensorflow for ruby

Eps - Machine learning for Ruby

Rumale - Rumale is a machine learning library in Ruby

ruby-dnn - ruby-dnn is a ruby deep learning library.

Ruby Linear Regression - Linear regression implemented in Ruby.

rb-libsvm - Ruby language bindings for LIBSVM

Ruby Datumbox Wrapper - Simple Ruby Datumbox Wrapper

Edits - Edit distance algorithms inc. Jaro, Damerau-Levenshtein, and Optimal Alignment

Scout Monitoring - Performance metrics and, now, Logs Management Monitoring with Scout Monitoring
Get early access to Scout Monitoring's NEW Ruby logging feature [beta] by signing up now. Start for free and enable logs to get better insights into your Rails apps.
www.scoutapm.com
featured
InfluxDB - Power Real-Time Data Analytics at Scale
Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.
www.influxdata.com
featured

Did you konow that Ruby is
the 12th most popular programming language
based on number of metions?