C++ gbrt

Open-source C++ projects categorized as gbrt

C++ gbrt Projects

  1. 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: What AI/ML Models Should You Use and Why? | dev.to | 2024-10-29

    Boosting Boosting is not a separate ML model but a technique that combines multiple weak learners to create a single model that can generate highly accurate predictions. Xgboost is a common boosting model that supports distributed training, resulting in faster training. According to research by Intel, Xgboost can be more effective than a neural network-based approach for tabular data. In addition, Xgboost is faster to train and doesn’t require as much data as neural networks need.

  2. InfluxDB

    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.

    InfluxDB logo
  3. 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.

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).

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C++ gbrt related posts

  • XGBoost: The Scalable and Distributed Gradient Boosting Library

    1 project | news.ycombinator.com | 14 Aug 2024
  • 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
  • A note from our sponsor - InfluxDB
    www.influxdata.com | 12 May 2025
    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. Learn more →

Index

# Project Stars
1 xgboost 26,901
2 LightGBM 17,196

Sponsored
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