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Dgbm

Distributional Gradient Boosting Machines
Alternatives To Dgbm
Project NameStarsDownloadsRepos Using ThisPackages Using ThisMost Recent CommitTotal ReleasesLatest ReleaseOpen IssuesLicenseLanguage
Shap21,595pypi shap} Downloads683736 days ago100December 07, 20231,482mitJupyter Notebook
A game theoretic approach to explain the output of any machine learning model.
Lightgbm16,053pypi lightgbm} Downloads278574a day ago34September 12, 2023345mitC++
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.
Numpy Ml14,162
6 months ago3June 20, 202035gpl-3.0Python
Machine learning, in numpy
Tpot9,463pypi TPOT} Downloads40222 months ago62August 15, 2023284lgpl-3.0Python
A Python Automated Machine Learning tool that optimizes machine learning pipelines using genetic programming.
Catboost7,564123 months ago20September 19, 2023539apache-2.0Python
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.
Interpret5,992pypi interpret} Downloads1285 days ago45August 26, 202382mitC++
Fit interpretable models. Explain blackbox machine learning.
Awesome Decision Tree Papers2,266
3 months ago1cc0-1.0Python
A collection of research papers on decision, classification and regression trees with implementations.
Ngboost1,543pypi ngboost} Downloads143 months ago27November 01, 202347apache-2.0Python
Natural Gradient Boosting for Probabilistic Prediction
Auto_ml1,442pypi auto_ml} Downloads165 years ago78February 22, 2018182mitPython
[UNMAINTAINED] Automated machine learning for analytics & production
Awesome Gradient Boosting Papers930
10 months ago1cc0-1.0Python
A curated list of gradient boosting research papers with implementations.
Alternatives To Dgbm
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Shap ⭐ 21,595
A game theoretic approach to explain the output of any machine learning model.
dependent packages 373total releases 100most recent commit 6 days agopypi shap} Downloads
Numpy Ml ⭐ 14,162
Machine learning, in numpy
total releases 3most recent commit 6 months ago
Interpret ⭐ 5,992
Fit interpretable models. Explain blackbox machine learning.
dependent packages 28total releases 45most recent commit 5 days agopypi interpret} Downloads
Ngboost ⭐ 1,543
Natural Gradient Boosting for Probabilistic Prediction
dependent packages 14total releases 27most recent commit 3 months agopypi ngboost} Downloads
Auto_ml ⭐ 1,442
[UNMAINTAINED] Automated machine learning for analytics & production
dependent packages 6total releases 78most recent commit 5 years agopypi auto_ml} Downloads


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Alternative Project Comparisons
Dgbm vs Shap
Dgbm vs Lightgbm
Dgbm vs Numpy Ml
Dgbm vs Tpot
Dgbm vs Catboost
Dgbm vs Interpret
Dgbm vs Awesome Decision Tree Papers
Dgbm vs Ngboost
Dgbm vs Auto_ml
Dgbm vs Awesome Gradient Boosting Papers
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dependent packages 1total releases 10latest release August 21, 2022most recent commit 6 months agopypi torchensemble} Downloads
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