C++ gbrt

Open-source C++ projects categorized as gbrt
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Topics: Gbdt Machine Learning Gbm Python Distributed Systems
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C++ gbrt Projects

  • 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

    • Project mention: stackgbm VS xgboost - a user suggested alternative | libhunt.com/r/stackgbm | 2024-05-05

  • LightGBM

    A fast, distributed, high performance gradient boosting (GBT, GBDT, GBRT, GBM or MART) framework based on decision tree algorithms, used for ranking, classification and many other machine learning tasks.

    • Project mention: SIRUS.jl: Interpretable Machine Learning via Rule Extraction | /r/Julia | 2023-06-29

    SIRUS.jl is a pure Julia implementation of the SIRUS algorithm by Bénard et al. (2021). The algorithm is a rule-based machine learning model meaning that it is fully interpretable. The algorithm does this by firstly fitting a random forests and then converting this forest to rules. Furthermore, the algorithm is stable and achieves a predictive performance that is comparable to LightGBM, a state-of-the-art gradient boosting model created by Microsoft. Interpretability, stability, and predictive performance are described in more detail below.

  • 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.

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NOTE: The open source projects on this list are ordered by number of github stars. The number of mentions indicates repo mentiontions in the last 12 Months or since we started tracking (Dec 2020).

C++ gbrt related posts

  • stackgbm VS xgboost - a user suggested alternative

    2 projects | 5 May 2024

  • XGBoost 2.0

    1 project | news.ycombinator.com | 13 Oct 2023

  • XGBoost2.0

    1 project | news.ycombinator.com | 9 Oct 2023

  • Xgboost: Banding continuous variables vs keeping raw data

    1 project | /r/datascience | 1 Jun 2023

  • XGBoost Save and Load Error

    1 project | /r/datascience | 14 Nov 2022

  • For XGBoost (in Amazon SageMaker), one of the hyper parameters is num_round, for number of rounds to train. Does this mean cross validation?

    1 project | /r/learnmachinelearning | 23 Sep 2022

  • CS Internship Questions

    1 project | /r/stanford | 7 May 2022
  • A note from our sponsor - SaaSHub
    www.saashub.com | 10 May 2024
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Index

Project Stars
1 xgboost 25,611
2 LightGBM 16,076

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