# \#classification

**URL:** https://discourse.julialang.org/tag/classification/655.md

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## [\[ANN\] Imbalance.jl - A well-documented, multi-interface and comprehensive Julia toolbox for addressing class imbalance](https://discourse.julialang.org/t/ann-imbalance-jl-a-well-documented-multi-interface-and-comprehensive-julia-toolbox-for-addressing-class-imbalance/104825)

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**Author:** [@EssamWisam](https://discourse.julialang.org/u/EssamWisam)\
**Replies:** 3\
**Last updated:** [October 12, 2023, 11:20am UTC](https://discourse.julialang.org/t/ann-imbalance-jl-a-well-documented-multi-interface-and-comprehensive-julia-toolbox-for-addressing-class-imbalance/104825 "2023-10-12T11:20:03Z")

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Pleased to announce the Imbalance.jl package, a Julia-based toolkit featuring a wide range of established oversampling and undersampling techniques designed to tackle the class imbalance issue to improve classification m…

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## [How to make a basic classification in flux?](https://discourse.julialang.org/t/how-to-make-a-basic-classification-in-flux/58358)

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**Author:** [@sylvaticus](https://discourse.julialang.org/u/sylvaticus)\
**Replies:** 2\
**Last updated:** [April 2, 2021, 10:17am UTC](https://discourse.julialang.org/t/how-to-make-a-basic-classification-in-flux/58358 "2021-04-02T10:17:00Z")

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I am trying to make a basic classification in Flux, but I am obtainining crazy errors. Where am I wrong ? These are my attempts: Version 1: basic of the basic using Random, Flux x = \[0.1 10; 0.13 13; 0.17 17; 0.2 20; …