XGBoost VS LightGBM

Compare XGBoost vs LightGBM and see what are their differences.

XGBoost

High performance gradient boosting for Ruby (by ankane)

LightGBM

High performance gradient boosting for Ruby (by ankane)
Stream - Scalable APIs for Chat, Feeds, Moderation, & Video.
Stream helps developers build engaging apps that scale to millions with performant and flexible Chat, Feeds, Moderation, and Video APIs and SDKs powered by a global edge network and enterprise-grade infrastructure.
getstream.io
featured
InfluxDB – Built for High-Performance Time Series Workloads
InfluxDB 3 OSS is now GA. Transform, enrich, and act on time series data directly in the database. Automate critical tasks and eliminate the need to move data externally. Download now.
www.influxdata.com
featured
XGBoost LightGBM
- -
114 81
1.8% -
8.2 8.5
3 months ago 21 days 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.

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:

Rumale - Rumale is a machine learning library in Ruby

weka - Machine Learning & Data Mining with JRuby

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

tensorflow.rb - tensorflow for ruby

Eps - Machine learning for Ruby

Stream - Scalable APIs for Chat, Feeds, Moderation, & Video.
Stream helps developers build engaging apps that scale to millions with performant and flexible Chat, Feeds, Moderation, and Video APIs and SDKs powered by a global edge network and enterprise-grade infrastructure.
getstream.io
featured
InfluxDB – Built for High-Performance Time Series Workloads
InfluxDB 3 OSS is now GA. Transform, enrich, and act on time series data directly in the database. Automate critical tasks and eliminate the need to move data externally. Download now.
www.influxdata.com
featured

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