xgboost VS catboost

Compare xgboost vs catboost and see what are their differences.

xgboost

Scalable, Portable and Distributed Gradient Boosting (GBDT, GBRT or GBM) Library, for Python, R, Java, Scala, C++ and more. Runs on single machine, Hadoop, Spark, Dask, Flink and DataFlow (by dmlc)

catboost

A fast, scalable, high performance Gradient Boosting on Decision Trees library, used for ranking, classification, regression and other machine learning tasks for Python, R, Java, C++. Supports computation on CPU and GPU. (by catboost)
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xgboost catboost
11 8
25,704 7,823
0.5% 1.0%
9.6 9.9
6 days ago 7 days ago
C++ Python
Apache License 2.0 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.

xgboost

Posts with mentions or reviews of xgboost. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2024-05-05.

catboost

Posts with mentions or reviews of catboost. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2022-07-05.

What are some alternatives?

When comparing xgboost and catboost you can also consider the following projects:

Prophet - Tool for producing high quality forecasts for time series data that has multiple seasonality with linear or non-linear growth.

Recommender - A C library for product recommendations/suggestions using collaborative filtering (CF)

MLP Classifier - A handwritten multilayer perceptron classifer using numpy.

Keras - Deep Learning for humans

tensorflow - An Open Source Machine Learning Framework for Everyone

vowpal_wabbit - Vowpal Wabbit is a machine learning system which pushes the frontier of machine learning with techniques such as online, hashing, allreduce, reductions, learning2search, active, and interactive learning.

mlpack - mlpack: a fast, header-only C++ machine learning library

mxnet - Lightweight, Portable, Flexible Distributed/Mobile Deep Learning with Dynamic, Mutation-aware Dataflow Dep Scheduler; for Python, R, Julia, Scala, Go, Javascript and more

LightFM - A Python implementation of LightFM, a hybrid recommendation algorithm.

CCV - C-based/Cached/Core Computer Vision Library, A Modern Computer Vision Library

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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SaaSHub - Software Alternatives and Reviews
SaaSHub helps you find the best software and product alternatives
www.saashub.com
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