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dmlc / 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

β–² ~14/7d β˜… 29k C++ today
h2oai / h2o-3

H2O is an Open Source, Distributed, Fast & Scalable Machine Learning Platform: Deep Learning, Gradient Boosting (GBM) & XGBoost, Random Forest, Generalized Linear Modeling (GLM with Elastic Net), K-Means, PCA, Generalized Additive Models (GAM), RuleFit, Support Vector Machine (SVM), Stacked Ensembles, Automatic Machine Learning (AutoML), etc.

β–² ~7/7d β˜… 7.5k Jupyter Notebook 4d ago
lobehub / sd-webui-lobe-theme

πŸ…°οΈ Lobe theme - The modern theme for stable diffusion webui, exquisite interface design, highly customizable UI, and efficiency boosting features.

β–² ~7/7d β˜… 2.7k TypeScript 2d ago
shap / shap

A game theoretic approach to explain the output of any machine learning model.

β–² ~0/7d β˜… 26k Jupyter Notebook πŸ”₯ 1d ago
lightgbm-org / 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.

β–² ~0/7d β˜… 19k C++ today
catboost / catboost

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.

β–² ~0/7d β˜… 9.2k C++ today
perpetual-ml / perpetual

Perpetual is a high-performance gradient boosting machine. It delivers optimal accuracy in a single run without complex tuning through a simple budget parameter. It features out-of-the-box support for causal ML, continual learning, native calibration, and robust drift monitoring, along with Rust core and zero-copy bindings for Python and R

β–² ~0/7d β˜… 714 Rust 18d ago
fabsig / GPBoost

Tree-Boosting, Gaussian Processes, and Mixed-Effects Models

β–² ~0/7d β˜… 703 C++ 1d ago
google / yggdrasil-decision-forests

A library to train, evaluate, interpret, and productionize decision forest models such as Random Forest and Gradient Boosted Decision Trees.

β–² ~0/7d β˜… 676 C++ today
Itz-Murali / Color-Pallet

A fast, open-source color toolkit for developers and designers. Explore colors, build palettes and gradients, convert formats and check contrast. Runs entirely in your browser.

β–² ~0/7d β˜… 42 TypeScript 14d ago
soulkeeper-4110 / Discord-Server-Booster-Tool

Discord Server Booster is a tool for managing and enhancing Discord server boosting features. It helps users understand, organize, and manage server boosts and related settings in one simple interface.