# benedekrozemberczki/awesome-gradient-boosting-papers

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1,051 stars · 166 forks · Python · CC0-1.0

## Links

- GitHub: https://github.com/benedekrozemberczki/awesome-gradient-boosting-papers
- awesome-repositories: https://awesome-repositories.com/repository/benedekrozemberczki-awesome-gradient-boosting-papers.md

## Topics

`adaboost` `boosting` `catboost` `classification-algorithm` `classification-tree` `classification-trees` `classifier` `decision-tree` `deep-learning` `gradient-boosted-trees` `gradient-boosting` `gradient-boosting-classifier` `gradient-boosting-decision-trees` `gradient-boosting-machine` `h2o` `lightgbm` `machine-learning` `random-forest` `xgboost` `xgboost-algorithm`

## Description

A curated list of gradient boosting research papers with implementations.

## Tags

### Repository Format

- [Awesome List](https://awesome-repositories.com/f/repository-format/awesome-list.md) — A community-curated directory that catalogs and links out to other open-source projects, rather than a standalone tool you run yourself.

### Part of an Awesome List

- [AI & Machine Learning](https://awesome-repositories.com/f/awesome-lists/ai/ai-machine-learning.md) — Gradient boosting research papers.
- [Machine Learning Research](https://awesome-repositories.com/f/awesome-lists/ai/machine-learning-research.md) — Papers focused on gradient boosting machine learning techniques.
- [Curated Knowledge Bases](https://awesome-repositories.com/f/awesome-lists/learning/curated-knowledge-bases.md) — Papers detailing gradient boosting techniques.
- [Curated Resource Lists](https://awesome-repositories.com/f/awesome-lists/learning/curated-resource-lists.md) — Academic papers on gradient boosting techniques.