Top 7 Python gradient-boosting Projects

catboost

8 7,744 9.9 Python

A fast, scalable, high performance Gradient Boosting on Decision Trees library, used for ranking, classification, regression and other machine learning tasks for Python, R, Java, C++. Supports computation on CPU and GPU.

Project mention: CatBoost: Open-source gradient boosting library | news.ycombinator.com | 2024-03-05

ngboost

1 1,582 6.7 Python

Natural Gradient Boosting for Probabilistic Prediction
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awesome-fraud-detection-papers

51 1,545 3.4 Python

A curated list of data mining papers about fraud detection.

Project mention: awesome-fraud-detection-papers: NEW Extended Research - star count:1346.0 | /r/algoprojects | 2023-05-13

awesome-gradient-boosting-papers

1 980 3.7 Python

A curated list of gradient boosting research papers with implementations.
decision-forests

1 650 8.3 Python

A collection of state-of-the-art algorithms for the training, serving and interpretation of Decision Forest models in Keras.
lleaves

4 292 7.0 Python

Compiler for LightGBM gradient-boosted trees, based on LLVM. Speeds up prediction by ≥10x.

Project mention: LLeaves: A LLVM-based compiler for LightGBM decision trees | news.ycombinator.com | 2023-07-08

ML-Modelling-Disease-Analysis

9 14 10.0 Python

Obtaining meaningful results from the data set using the model trained with machine learning methods.
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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).

Python gradient-boosting related posts

CatBoost: Open-source gradient boosting library
1 project | news.ycombinator.com | 5 Mar 2024
LLeaves: A LLVM-based compiler for LightGBM decision trees
1 project | news.ycombinator.com | 8 Jul 2023
Disease-drug relationship analysis with multiple machine learning methods. Open Source Github Repo.
1 project | /r/programming | 16 Dec 2022
Disease-drug relationship analysis with multiple machine learning methods. Open Source Github Repo.
1 project | /r/bioinformatics | 16 Dec 2022
Disease-drug relationship analysis with multiple machine learning methods. Open Source Github Repo.
1 project | /r/coolgithubprojects | 16 Dec 2022
Disease-drug relationship analysis with multiple machine learning methods. Enjoy it, open source repo. Star for support me.
1 project | /r/datascience | 13 Dec 2022
What are the prerequisites to boosting a given algorithm?
1 project | /r/learnmachinelearning | 13 Dec 2022
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www.saashub.com | 26 Apr 2024

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Index

What are some of the best open-source gradient-boosting projects in Python? This list will help you:

	Project	Stars
1	catboost	7,744
2	ngboost	1,582
3	awesome-fraud-detection-papers	1,545
4	awesome-gradient-boosting-papers	980
5	decision-forests	650
6	lleaves	292
7	ML-Modelling-Disease-Analysis	14