CloudForest vs gago

CloudForest

Ensembles of decision trees in go/golang. (by ryanbressler)

gago

:four_leaf_clover: Evolutionary optimization library for Go (genetic algorithm, partical swarm optimization, differential evolution) (by MaxHalford)

#Machine Learning #Go #Optimization #Parallel #genetic-algorithm #Speciation #evolutionary-algorithms #evolutionary-computation #particle-swarm-optimization #differential-evolution #Metaheuristics

Source Code

pkg.go.dev

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CloudForest		gago
	Project
2	Mentions	0
717	Stars	812
-	Growth	-
0.0	Activity	0.5
8 months ago	Latest Commit	over 1 year ago
Go	Language	Go
GNU General Public License v3.0 or later	License	MIT License

The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.

CloudForest

Posts with mentions or reviews of CloudForest. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2021-07-19.

[D] Best methods for imbalanced multi-class classification with high dimensional, sparse predictors
2 projects | reddit.com/r/MachineLearning | 19 Jul 2021

The best method i've seen for dealing with this bias is to create "artificial contrasts" by including possibly many permutated copies of each feature and then doing a statistical test of the random forest importance values for each feature vs its shuffled contrasts. This method is described here: https://www.jmlr.org/papers/volume10/tuv09a/tuv09a.pdf and there is an implementation here: https://github.com/ryanbressler/CloudForest

gago

Posts with mentions or reviews of gago. We have used some of these posts to build our list of alternatives and similar projects.

We haven't tracked posts mentioning gago yet.
Tracking mentions began in Dec 2020.

What are some alternatives?

When comparing CloudForest and gago you can also consider the following projects:

go-galib - Genetic Algorithms library written in Go / golang

gosseract - Go package for OCR (Optical Character Recognition), by using Tesseract C++ library

m2cgen - Transform ML models into a native code (Java, C, Python, Go, JavaScript, Visual Basic, C#, R, PowerShell, PHP, Dart, Haskell, Ruby, F#, Rust) with zero dependencies

go-fann - Go bindings for FANN, library for artificial neural networks

go-pr - Pattern recognition package in Go lang.

regommend - Recommendation engine for Go

goga - Golang Genetic Algorithm

libsvm - libsvm go version

shield - Bayesian text classifier with flexible tokenizers and storage backends for Go

Gorgonia - Gorgonia is a library that helps facilitate machine learning in Go.

gobrain - Neural Networks written in go