text:
using JuMP, EAGO

                     m = Model()

                     EAGO.register_eago_operators!(m)

                     @variable(m, -1 <= x[i=1:3] <= 1)

                     @variable(m, -87.82140256746152 <= q <= 82.66761573703552)

                     add_NL_constraint(m, :(log(1 + exp(0.568996230261511 + -0.6444045388073083*log(1 + exp(0.8247395355426832 + -0.2815589970674197*log(1 + exp(-0.8472674884857732 + 0.12673262140718844*log(1 + exp(0.8408524421985439 + -0.03850956721592169*$(x[1]) + 0.8346333861274338*$(x[2]) + 0.3435557949935637*$(x[3]))) + 0.22924863555513264*log(1 + exp(-0.5206002646111196 + -0.6929418480784393*$(x[1]) + -0.02820767391072332*$(x[2]) + -0.04938482127984356*$(x[3]))) + -0.14343275408487788*log(1 + exp(0.8250363611878835 + 0.8304207310240672*$(x[1]) + -0.20133411435535464*$(x[2]) + -0.29584435518282115*$(x[3]))) + 0.38193743952568937*log(1 + exp(0.6278046914235738 + -0.6443229282211105*$(x[1]) + -0.7841344946232534*$(x[2]) + -0.16775025966863577*$(x[3]))) + 0.7470214568022899*log(1 + exp(0.7249142640471629 + 0.8062020364864311*$(x[1]) + 0.680231814161814*$(x[2]) + 0.03773489408284192*$(x[3]))))) + 0.3907345794847368*log(1 + exp(-0.8374168336432568 + -0.5200290789256532*log(1 + exp(0.8408524421985439 + -0.03850956721592169*$(x[1]) + 0.8346333861274338*$(x[2]) + 0.3435557949935637*$(x[3]))) + 0.22613086714596653*log(1 + exp(-0.5206002646111196 + -0.6929418480784393*$(x[1]) + -0.02820767391072332*$(x[2]) + -0.04938482127984356*$(x[3]))) + 0.5211815007242757*log(1 + exp(0.8250363611878835 + 0.8304207310240672*$(x[1]) + -0.20133411435535464*$(x[2]) + -0.29584435518282115*$(x[3]))) + -0.3005041955394576*log(1 + exp(0.6278046914235738 + -0.6443229282211105*$(x[1]) + -0.7841344946232534*$(x[2]) + -0.16775025966863577*$(x[3]))) + 0.6833233841804214*log(1 + exp(0.7249142640471629 + 0.8062020364864311*$(x[1]) + 0.680231814161814*$(x[2]) + 0.03773489408284192*$(x[3]))))) + 0.23961509129748304*log(1 + exp(-0.8184816952777028 + 0.16489767969630487*log(1 + exp(0.8408524421985439 + -0.03850956721592169*$(x[1]) + 0.8346333861274338*$(x[2]) + 0.3435557949935637*$(x[3]))) + 0.5218375475900632*log(1 + exp(-0.5206002646111196 + -0.6929418480784393*$(x[1]) + -0.02820767391072332*$(x[2]) + -0.04938482127984356*$(x[3]))) + 0.06864645713679662*log(1 + exp(0.8250363611878835 + 0.8304207310240672*$(x[1]) + -0.20133411435535464*$(x[2]) + -0.29584435518282115*$(x[3]))) + -0.3485834116426605*log(1 + exp(0.6278046914235738 + -0.6443229282211105*$(x[1]) + -0.7841344946232534*$(x[2]) + -0.16775025966863577*$(x[3]))) + 0.9488444237137803*log(1 + exp(0.7249142640471629 + 0.8062020364864311*$(x[1]) + 0.680231814161814*$(x[2]) + 0.03773489408284192*$(x[3]))))) + 0.657728996110658*log(1 + exp(0.09567841002846222 + 0.9766053202311835*log(1 + exp(0.8408524421985439 + -0.03850956721592169*$(x[1]) + 0.8346333861274338*$(x[2]) + 0.3435557949935637*$(x[3]))) + -0.8095561798136077*log(1 + exp(-0.5206002646111196 + -0.6929418480784393*$(x[1]) + -0.02820767391072332*$(x[2]) + -0.04938482127984356*$(x[3]))) + -0.7033837991140013*log(1 + exp(0.8250363611878835 + 0.8304207310240672*$(x[1]) + -0.20133411435535464*$(x[2]) + -0.29584435518282115*$(x[3]))) + 0.521625940127187*log(1 + exp(0.6278046914235738 + -0.6443229282211105*$(x[1]) + -0.7841344946232534*$(x[2]) + -0.16775025966863577*$(x[3]))) + 0.5267419118939665*log(1 + exp(0.7249142640471629 + 0.8062020364864311*$(x[1]) + 0.680231814161814*$(x[2]) + 0.03773489408284192*$(x[3]))))) + 0.8462058798889074*log(1 + exp(-0.9217298157598419 + -0.1303173404119562*log(1 + exp(0.8408524421985439 + -0.03850956721592169*$(x[1]) + 0.8346333861274338*$(x[2]) + 0.3435557949935637*$(x[3]))) + 0.9725817523240283*log(1 + exp(-0.5206002646111196 + -0.6929418480784393*$(x[1]) + -0.02820767391072332*$(x[2]) + -0.04938482127984356*$(x[3]))) + 0.7227834995135853*log(1 + exp(0.8250363611878835 + 0.8304207310240672*$(x[1]) + -0.20133411435535464*$(x[2]) + -0.29584435518282115*$(x[3]))) + -0.020291466895306698*log(1 + exp(0.6278046914235738 + -0.6443229282211105*$(x[1]) + -0.7841344946232534*$(x[2]) + -0.16775025966863577*$(x[3]))) + 0.7019902602324835*log(1 + exp(0.7249142640471629 + 0.8062020364864311*$(x[1]) + 0.680231814161814*$(x[2]) + 0.03773489408284192*$(x[3]))))))) + 0.7561672748084076*log(1 + exp(-0.36205575684029867 + -0.9193089390218732*log(1 + exp(-0.8472674884857732 + 0.12673262140718844*log(1 + exp(0.8408524421985439 + -0.03850956721592169*$(x[1]) + 0.8346333861274338*$(x[2]) + 0.3435557949935637*$(x[3]))) + 0.22924863555513264*log(1 + exp(-0.5206002646111196 + -0.6929418480784393*$(x[1]) + -0.02820767391072332*$(x[2]) + -0.04938482127984356*$(x[3]))) + -0.14343275408487788*log(1 + exp(0.8250363611878835 + 0.8304207310240672*$(x[1]) + -0.20133411435535464*$(x[2]) + -0.29584435518282115*$(x[3]))) + 0.38193743952568937*log(1 + exp(0.6278046914235738 + -0.6443229282211105*$(x[1]) + -0.7841344946232534*$(x[2]) + -0.16775025966863577*$(x[3]))) + 0.7470214568022899*log(1 + exp(0.7249142640471629 + 0.8062020364864311*$(x[1]) + 0.680231814161814*$(x[2]) + 0.03773489408284192*$(x[3]))))) + -0.8628898267248593*log(1 + exp(-0.8374168336432568 + 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-0.6929418480784393*$(x[1]) + -0.02820767391072332*$(x[2]) + -0.04938482127984356*$(x[3]))) + 0.06864645713679662*log(1 + exp(0.8250363611878835 + 0.8304207310240672*$(x[1]) + -0.20133411435535464*$(x[2]) + -0.29584435518282115*$(x[3]))) + -0.3485834116426605*log(1 + exp(0.6278046914235738 + -0.6443229282211105*$(x[1]) + -0.7841344946232534*$(x[2]) + -0.16775025966863577*$(x[3]))) + 0.9488444237137803*log(1 + exp(0.7249142640471629 + 0.8062020364864311*$(x[1]) + 0.680231814161814*$(x[2]) + 0.03773489408284192*$(x[3]))))) + -0.6787727389211491*log(1 + exp(0.09567841002846222 + 0.9766053202311835*log(1 + exp(0.8408524421985439 + -0.03850956721592169*$(x[1]) + 0.8346333861274338*$(x[2]) + 0.3435557949935637*$(x[3]))) + -0.8095561798136077*log(1 + exp(-0.5206002646111196 + -0.6929418480784393*$(x[1]) + -0.02820767391072332*$(x[2]) + -0.04938482127984356*$(x[3]))) + -0.7033837991140013*log(1 + exp(0.8250363611878835 + 0.8304207310240672*$(x[1]) + -0.20133411435535464*$(x[2]) + -0.29584435518282115*$(x[3]))) + 0.521625940127187*log(1 + exp(0.6278046914235738 + -0.6443229282211105*$(x[1]) + -0.7841344946232534*$(x[2]) + -0.16775025966863577*$(x[3]))) + 0.5267419118939665*log(1 + exp(0.7249142640471629 + 0.8062020364864311*$(x[1]) + 0.680231814161814*$(x[2]) + 0.03773489408284192*$(x[3]))))) + 0.5835947514152351*log(1 + exp(-0.9217298157598419 + -0.1303173404119562*log(1 + exp(0.8408524421985439 + -0.03850956721592169*$(x[1]) + 0.8346333861274338*$(x[2]) + 0.3435557949935637*$(x[3]))) + 0.9725817523240283*log(1 + exp(-0.5206002646111196 + -0.6929418480784393*$(x[1]) + -0.02820767391072332*$(x[2]) + -0.04938482127984356*$(x[3]))) + 0.7227834995135853*log(1 + exp(0.8250363611878835 + 0.8304207310240672*$(x[1]) + -0.20133411435535464*$(x[2]) + -0.29584435518282115*$(x[3]))) + -0.020291466895306698*log(1 + exp(0.6278046914235738 + -0.6443229282211105*$(x[1]) + -0.7841344946232534*$(x[2]) + -0.16775025966863577*$(x[3]))) + 0.7019902602324835*log(1 + exp(0.7249142640471629 + 0.8062020364864311*$(x[1]) + 0.680231814161814*$(x[2]) + 0.03773489408284192*$(x[3]))))))) + -0.2179697474351241*log(1 + exp(0.022418445234321904 + -0.34474228728421163*log(1 + exp(-0.8472674884857732 + 0.12673262140718844*log(1 + exp(0.8408524421985439 + -0.03850956721592169*$(x[1]) + 0.8346333861274338*$(x[2]) + 0.3435557949935637*$(x[3]))) + 0.22924863555513264*log(1 + exp(-0.5206002646111196 + -0.6929418480784393*$(x[1]) + -0.02820767391072332*$(x[2]) + -0.04938482127984356*$(x[3]))) + -0.14343275408487788*log(1 + exp(0.8250363611878835 + 0.8304207310240672*$(x[1]) + -0.20133411435535464*$(x[2]) + -0.29584435518282115*$(x[3]))) + 0.38193743952568937*log(1 + exp(0.6278046914235738 + -0.6443229282211105*$(x[1]) + -0.7841344946232534*$(x[2]) + -0.16775025966863577*$(x[3]))) + 0.7470214568022899*log(1 + exp(0.7249142640471629 + 0.8062020364864311*$(x[1]) + 0.680231814161814*$(x[2]) + 0.03773489408284192*$(x[3]))))) + -0.7874468802412049*log(1 + 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+ -0.6929418480784393*$(x[1]) + -0.02820767391072332*$(x[2]) + -0.04938482127984356*$(x[3]))) + 0.06864645713679662*log(1 + exp(0.8250363611878835 + 0.8304207310240672*$(x[1]) + -0.20133411435535464*$(x[2]) + -0.29584435518282115*$(x[3]))) + -0.3485834116426605*log(1 + exp(0.6278046914235738 + -0.6443229282211105*$(x[1]) + -0.7841344946232534*$(x[2]) + -0.16775025966863577*$(x[3]))) + 0.9488444237137803*log(1 + exp(0.7249142640471629 + 0.8062020364864311*$(x[1]) + 0.680231814161814*$(x[2]) + 0.03773489408284192*$(x[3]))))) + -0.8484024638349421*log(1 + exp(0.09567841002846222 + 0.9766053202311835*log(1 + exp(0.8408524421985439 + -0.03850956721592169*$(x[1]) + 0.8346333861274338*$(x[2]) + 0.3435557949935637*$(x[3]))) + -0.8095561798136077*log(1 + exp(-0.5206002646111196 + -0.6929418480784393*$(x[1]) + -0.02820767391072332*$(x[2]) + -0.04938482127984356*$(x[3]))) + -0.7033837991140013*log(1 + exp(0.8250363611878835 + 0.8304207310240672*$(x[1]) + -0.20133411435535464*$(x[2]) + 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                     @objective(m, Min, q)

                     return m

max_stars_repo_name: PSORLab/RSActivationFunctions

max_issues_repo_name: PSORLab/RSActivationFunctions

max_forks_repo_name: PSORLab/RSActivationFunctions


text:
#example showing fixing unstable code.
using Base64, Statistics, Profile
function my_pos2(x)
    if x < 0
        return zero(x)
    else
        return x
    end
end

ext: jl


text:
using SpectralLearning
using Test

@testset "SpectralLearning.jl" begin
    # Write your tests here.
end