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)

Xgboost Alternatives

Similar projects and alternatives to xgboost

  • Prophet

    xgboost VS Prophet

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

  • MLP Classifier

    A handwritten multilayer perceptron classifer using numpy.

  • Sonar

    Write Clean C++ Code. Always.. Sonar helps you commit clean C++ code every time. With over 550 unique rules to find C++ bugs, code smells & vulnerabilities, Sonar finds the issues while you focus on the work.

  • tensorflow

    xgboost VS tensorflow

    An Open Source Machine Learning Framework for Everyone

  • Keras

    xgboost VS Keras

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  • catboost

    xgboost VS 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.

  • mlpack

    xgboost VS mlpack

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

  • LightFM

    xgboost VS LightFM

    A Python implementation of LightFM, a hybrid recommendation algorithm.

  • InfluxDB

    Build time-series-based applications quickly and at scale.. InfluxDB is the Time Series Platform where developers build real-time applications for analytics, IoT and cloud-native services. Easy to start, it is available in the cloud or on-premises.

  • scikit-learn

    xgboost VS scikit-learn

    scikit-learn: machine learning in Python

  • H2O

    xgboost VS H2O

    H2O is an Open Source, Distributed, Fast & Scalable Machine Learning Platform: Deep Learning, Gradient Boosting (GBM) & XGBoost, Random Forest, Generalized Linear Modeling (GLM with Elastic Net), K-Means, PCA, Generalized Additive Models (GAM), RuleFit, Support Vector Machine (SVM), Stacked Ensembles, Automatic Machine Learning (AutoML), etc.

  • CXXGraph

    xgboost VS CXXGraph

    Header-Only C++ Library for Graph Representation and Algorithms

  • MLflow

    xgboost VS MLflow

    Open source platform for the machine learning lifecycle

NOTE: The number of mentions on this list indicates mentions on common posts plus user suggested alternatives. Hence, a higher number means a better xgboost alternative or higher similarity.

xgboost reviews and mentions

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 2022-02-28.


Basic xgboost repo stats
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