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arogozhnikov avatar

arogozhnikov/infiniteboost

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183 stars·21 forks·Jupyter Notebook·5 views

Infiniteboost

Code for a paper InfiniteBoost: building infinite ensembles with gradient descent (arXiv:1706.01109). A. Rogozhnikov, T. Likhomanenko

Features

  • Gradient Boosting Research - Hybrid bagging and boosting model for scalability.

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Frequently asked questions

What does arogozhnikov/infiniteboost do?

Code for a paper InfiniteBoost: building infinite ensembles with gradient descent (arXiv:1706.01109). A. Rogozhnikov, T. Likhomanenko

What are the main features of arogozhnikov/infiniteboost?

The main features of arogozhnikov/infiniteboost are: Gradient Boosting Research.

What are some open-source alternatives to arogozhnikov/infiniteboost?

Open-source alternatives to arogozhnikov/infiniteboost include: ajoo/nrgboost — This repository contains the official code of the paper NRGBoost: Energy-Based Generative Boosted Trees (ICLR 2025). amirsaffari/online-multiclass-lpboost — Online Multi-Class LPBoost. andymiller/vboost — code for Variational Boosting: Iteratively Refining Posterior Approximations. anitan0925/resfgb — Remark: The code is updated from the ICML version. The ICML version corresponds to a commit on May 25, 2018. benedekrozemberczki/boostedfactorization — An implementation of "Multi-Level Network Embedding with Boosted Low-Rank Matrix Approximation" (ASONAM 2019). aciditeam/acidano.

Open-source alternatives to Infiniteboost

Similar open-source projects, ranked by how many features they share with Infiniteboost.
  • ajoo/nrgboostajoo avatar

    ajoo/nrgboost

    5View on GitHub↗

    This repository contains the official code of the paper NRGBoost: Energy-Based Generative Boosted Trees (ICLR 2025).

    Python
    View on GitHub↗5
  • amirsaffari/online-multiclass-lpboostamirsaffari avatar

    amirsaffari/online-multiclass-lpboost

    68View on GitHub↗

    Online Multi-Class LPBoost

    C++
    View on GitHub↗68
  • andymiller/vboostandymiller avatar

    andymiller/vboost

    11View on GitHub↗

    code for Variational Boosting: Iteratively Refining Posterior Approximations

    Python
    View on GitHub↗11
  • aciditeam/acidanoaciditeam avatar

    aciditeam/acidano

    4View on GitHub↗
    Jupyter Notebook
    View on GitHub↗4
See all 30 alternatives to Infiniteboost→