CloudForest

Tree ensemble library

A high-performance ensemble learning framework for decision trees in Go.

Ensembles of decision trees in go/golang.

GitHub

739 stars
44 watching
92 forks
Language: Go
last commit: almost 3 years ago
Linked from 5 awesome lists


Backlinks from these awesome lists:

Related projects:

Repository Description Stars
rgf-team/rgf A collection of implementations and wrappers for a tree ensemble machine learning method 378
rolnicklab/openforest A catalogue of forest monitoring datasets for machine learning and research purposes. 115
serengil/chefboost A Python library providing a lightweight framework for building decision trees with categorical feature support 460
fxsjy/rf.go An implementation of Random Forest algorithm in GoLang for classification and regression tasks. 114
sgrodriguez/ddt A Go-based decision tree library allowing custom rule-based decision making 37
malaschitz/randomforest A Go implementation of random forest algorithms for machine learning and data analysis 46
eliavw/mercs-v5 An implementation of a multi-directional ensemble learning method for classification and regression tasks using decision trees 4
tensorflow/decision-forests Provides tools and APIs for training, serving, and interpreting decision forest models in TensorFlow. 660
bensadeghi/decisiontree.jl A Julia package implementing popular machine learning algorithms 8
rcrowley/go-tigertonic A Go framework for building JSON web services with flexible routing and handling mechanisms. 995
ikki407/stacking A Python library implementing Stacked Generalization (Ensemble Learning) for combining multiple machine learning models to improve prediction accuracy. 221
mljs/random-forest A JavaScript implementation of a random forest algorithm for classification and regression tasks. 61
ecpolley/superlearner An R package implementing an automatic prediction model ensembling method with support for various algorithms and customization options. 271
flennerhag/mlens A Python library for building and training ensemble machine learning models 847
cloudfoundry/lager An opinionated logging library for the Go programming language. 72