C++ Gbm

Open-source C++ projects categorized as Gbm
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Topics: #Gbdt #Machine Learning #Lightgbm #gradient-boosting #gbrt
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Top 3 C++ Gbm 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: PSA: You don't need fancy stuff to do good work. | reddit.com/r/datascience | 2023-05-09

    Finally, when it comes to building models and making predictions, Python and R have a plethora of options available. Libraries like scikit-learn, statsmodels, and TensorFlowin Python, or caret, randomForest, and xgboostin R, provide powerful machine learning algorithms and statistical models that can be applied to a wide range of problems. What's more, these libraries are open-source and have extensive documentation and community support, making it easy to learn and apply new techniques without needing specialized training or expensive software licenses.

  • 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: [P] LightGBM but lighter in another language? | reddit.com/r/MachineLearning | 2023-05-04

    LightBGM seems to have C API support, and C++ example in the main repo

  • InfluxDB

    Access the most powerful time series database as a service. Ingest, store, & analyze all types of time series data in a fully-managed, purpose-built database. Keep data forever with low-cost storage and superior data compression.

  • fairgbm

    Train Gradient Boosting models that are both high-performance *and* Fair!

    Project mention: Conselhos para embedded | reddit.com/r/devpt | 2023-02-12

    Machine learning (e.g., Feedzai)

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). The latest post mention was on 2023-05-09.

C++ Gbm related posts

Index

What are some of the best open-source Gbm projects in C++? This list will help you:

Project Stars
1 xgboost 24,180
2 LightGBM 14,998
3 fairgbm 88

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