pq nao a propria GSL? 2012/8/15 Pedro Rafael <pedro.rafael.marinho@gmail.com>:
Benilton, você conhece alguma biblioteca boa de C++ para trabalhar com cálculo diferencial e integral, alguma semelhante à GSL?
Obrigado [ ], Pedro Rafael Diniz Marinho.
Em 13 de agosto de 2012 16:09, Pedro Rafael <pedro.rafael.marinho@gmail.com> escreveu:
Eu rodei o programa em um ubuntu, instalei o cmake via apt-get e compilei o fonte do armadiilo. O programa rodou sem nenhum problema. Não sei porque no Fedora 17 ele não configurou o arquivo automaticamente. Eu compilei o programa no ubuntu usando: g++ -o programa programa.cpp -larmadillo.
Obrigado aí Benilton pela ajuda, Pedro Rafael Diniz Marinho.
Em 13 de agosto de 2012 15:32, beniltoncarvalho [via R-br] <ml-node+s2285057n4655857h44@n4.nabble.com> escreveu:
eh algum config...
Sent from a mobile device
On Aug 13, 2012 7:17 PM, "Pedro Rafael" <[hidden email]> wrote:
Vou tentar procurar qual o arquivo que devo fazer essa alteração que você me informou. Obrigado. [ ], Pedro Rafael Diniz Marinho.
Em 13 de agosto de 2012 05:53, beniltoncarvalho [via R-br] <[hidden email]> escreveu:
mais provavel vc nao ter habilitado LAPACK/BLAS durante a compilacao do Armadillo... ja' nao lembro exatamente o arquivo, mas ha' um q vc precisa modificar manualmente (caso esteja fazendo a instalacao manual) e deixar algo como
define ARMA_USE_LAPACK define ARMA_USE_BLAS
b
2012/8/13 Pedro Rafael <[hidden email]>:
Será que é alguma coisa com o sistema operacional? [ ], Pedro Rafael Diniz Marinho.
Em 12 de agosto de 2012 22:36, Pedro Rafael <[hidden email]> escreveu: > Tentei remover a biblioteca armadillo e instalar as dependências > necessárias e no final reinstalei. > [ ], > Pedro Rafael Diniz Marinho. > > > Em 12 de agosto de 2012 22:34, Pedro Rafael > <[hidden email]> escreveu: >> Valeu Benilton. O problema da compilação n ocorre. Possivelmente as >> bibliotecas necessárias estão instaladas. Ocorre erro na hora de >> executar o programa. O erro é: >> >> error: det(): use of ATLAS or LAPACK needs to be enabled >> terminate called after throwing an instance of 'std::logic_error' >> what(): >> Abortado (imagem do núcleo gravada) >> >> >> [ ], >> Pedro Rafael Diniz Marinho. >> >> >> Em 12 de agosto de 2012 22:29, beniltoncarvalho [via R-br] >> <[hidden email]> escreveu: >>> auto correct fail >>> >>> -llapack -lblas >>> >>> Sent from a mobile device >>> >>> On Aug 13, 2012 2:11 AM, "Pedro Rafael" <[hidden email]> wrote: >>>> >>>> Olá Benilton, como vai? O programa que estou testando é bem >>>> simples. >>>> Na verdade a matriz é pequena, 5 por 5. Veja: >>>> >>>> #include<iostream> >>>> #include"armadillo" >>>> >>>> using namespace arma; >>>> >>>> int main() >>>> { >>>> mat A = randu<mat>(5,5); >>>> double x = det(A); >>>> return 0; >>>> } >>>> >>>> Compilei como você me indicou e obtive o seguinte erro. >>>> >>>> /usr/include/armadillo_bits/compiler_setup.hpp:117:6: warning: >>>> #warning "*** Detected GCC 4.7.0 / 4.7.1, which has a regression >>>> (bug)" [-Wcpp] >>>> /usr/include/armadillo_bits/compiler_setup.hpp:118:6: warning: >>>> #warning "*** See http://gcc.gnu.org/bugzilla/show_bug.cgi?id=53549 >>>> " [-Wcpp] >>>> /usr/include/armadillo_bits/compiler_setup.hpp:119:6: warning: >>>> #warning "*** A partial workaround for the bug has been activated, >>>> " [-Wcpp] >>>> /usr/include/armadillo_bits/compiler_setup.hpp:120:6: warning: >>>> #warning "*** which reduces some functionality in fixed-size >>>> matrices >>>> " [-Wcpp] >>>> /usr/bin/ld: cannot find -lapack >>>> collect2: error: ld returned 1 exit status >>>> >>>> >>>> [ ], >>>> Pedro Rafael Diniz Marinho. >>>> Em 12 de agosto de 2012 22:06, beniltoncarvalho [via R-br] >>>> <[hidden email]> escreveu: >>>> >>>> > Vc precisa linkar p lapack blas >>>> > >>>> > g++ -O2 -lapack -lblas programa.cpp >>>> > >>>> > Obvio, não testado. Adicionalmente, p matriz grande vc deveria >>>> > usar >>>> > log_det. >>>> > >>>> > Sent from a mobile device >>>> > >>>> > On Aug 13, 2012 12:44 AM, "Pedro Rafael" <[hidden email]> wrote: >>>> >> >>>> >> Pessoal estou tendo um problema com a biblioteca armadillo no >>>> >> linux >>>> >> fedora. Quando vou calcular o determinante de uma matriz muito >>>> >> pequena >>>> >> funciona mas quando a minha matriz é grande ocorre o seguinte >>>> >> erro: >>>> >> >>>> >> error: det(): use of ATLAS or LAPACK needs to be enabled >>>> >> >>>> >> Já instalei as bibliotecas cmake, blas-devel, lapack-devel, >>>> >> atlas-devel, boost-devel mas o erro permanece. Alguém já teve >>>> >> isso >>>> >> ou >>>> >> poderia dar uma dica de como corrigir esse problema? >>>> >> >>>> >> Obrigado, >>>> >> Pedro Rafael Diniz Marinho. >>>> >> >>>> >> >>>> >> Em 10 de agosto de 2012 23:58, Pedro Rafael >>>> >> <[hidden email]> escreveu: >>>> >> >>>> >> > Não compreendi os exemplos. Vou dar uma lida maior e buscar >>>> >> > mais >>>> >> > coisas >>>> >> > na net. >>>> >> > >>>> >> > Obrigado, >>>> >> > Pedro Rafael Diniz Marinho. >>>> >> > >>>> >> > >>>> >> > Em 10 de agosto de 2012 23:04, beniltoncarvalho [via R-br] >>>> >> > <[hidden email]> escreveu: >>>> >> >>>> >> >> No básico do basico... Envolva sua função em um extern. Dai >>>> >> >> use >>>> >> >> o >>>> >> >> .Call >>>> >> >> >>>> >> >> Sent from a mobile device >>>> >> >> >>>> >> >> On Aug 11, 2012 2:42 AM, "Pedro Rafael" <[hidden email]> >>>> >> >> wrote: >>>> >> >>> >>>> >> >>> Interessante. Com o comando RcppArmadillo.package.skeleton é >>>> >> >>> possível >>>> >> >>> criar a estrutura de diretórios de um pacote R. Digamos que >>>> >> >>> eu >>>> >> >>> tenha >>>> >> >>> um código C++ e queria arrumar ele para fazer um pacote para >>>> >> >>> o >>>> >> >>> R. >>>> >> >>> Eu >>>> >> >>> queria entender como se da essa comunicação. Só a filosofia >>>> >> >>> mesmo. >>>> >> >>> Eu >>>> >> >>> entendo como criar um pacote do R utilizando o sistema de >>>> >> >>> orientação à >>>> >> >>> objeto S3 e sei que existe outras como S4 e R5. O que não >>>> >> >>> consigo >>>> >> >>> entender bem é como comunicar o código C/C++ com o R e como >>>> >> >>> se >>>> >> >>> dá a >>>> >> >>> comunicação desses códigos (C/C++) com o R. Vi que posso >>>> >> >>> chamar >>>> >> >>> códigos do R para o C++ mas acho que o mais interessante é o >>>> >> >>> contrário. Como chamar um código otimizado de C++ para R e >>>> >> >>> criar >>>> >> >>> um >>>> >> >>> pacote caso seja conveniente. Alguém poderia me dar um >>>> >> >>> exemplo >>>> >> >>> com >>>> >> >>> uma >>>> >> >>> função bem simplória só para entender por alto como >>>> >> >>> funciona? >>>> >> >>> >>>> >> >>> Obrigado, >>>> >> >>> Pedro Rafael Diniz Marinho. >>>> >> >>> >>>> >> >>> >>>> >> >>> Em 10 de agosto de 2012 22:23, beniltoncarvalho [via R-br] >>>> >> >>> <[hidden email]> escreveu: >>>> >> >>> >>>> >> >>> > Sim. Mas antes de qualquer coisa, veja o pacote >>>> >> >>> > RcppArmadillo >>>> >> >>> > e >>>> >> >>> > os >>>> >> >>> > documentos de ajuda associados. b >>>> >> >>> > >>>> >> >>> > 2012/8/11 Pedro Rafael <[hidden email]>: >>>> >> >>> > >>>> >> >>> >> Uma última dúvida. É fácil integrar códigos C++ com o R? >>>> >> >>> >> Utilizei >>>> >> >>> >> as >>>> >> >>> >> funções .C() e .Call() para chamar comandos em C para R. >>>> >> >>> >> Nunca >>>> >> >>> >> tentei >>>> >> >>> >> utilizando C++. A construção de pacotes R feitos >>>> >> >>> >> utilizando >>>> >> >>> >> funções >>>> >> >>> >> escritas em C++ também é tranquila? >>>> >> >>> >> >>>> >> >>> >> >>>> >> >>> >> Obrigado, >>>> >> >>> >> Pedro Rafael Diniz Marinho. >>>> >> >>> >> >>>> >> >>> >> >>>> >> >>> >> Em 10 de agosto de 2012 22:04, Pedro Rafael >>>> >> >>> >> <[hidden email]> escreveu: >>>> >> >>> >>> Que legal Benilton, vou olhar bem esse pacote. Muito >>>> >> >>> >>> obrigado >>>> >> >>> >>> pelas >>>> >> >>> >>> informações. Vou brincar um pouco com esse pacote. >>>> >> >>> >>> Procurei na >>>> >> >>> >>> web >>>> >> >>> >>> outros pacotes de álgebra linear para C++ mas me parece >>>> >> >>> >>> que >>>> >> >>> >>> esse é >>>> >> >>> >>> o >>>> >> >>> >>> pacote livre mais completo. >>>> >> >>> >>> [ ], >>>> >> >>> >>> Pedro Rafael Diniz Marinho. >>>> >> >>> >>> >>>> >> >>> >>> >>>> >> >>> >>> Em 10 de agosto de 2012 21:31, beniltoncarvalho [via >>>> >> >>> >>> R-br] >>>> >> >>> >>> <[hidden email]> escreveu: >>>> >> >>> >>>> Se vc gostou do Armadillo, divirta-se com o pacote >>>> >> >>> >>>> RcppArmadillo. >>>> >> >>> >>>> b >>>> >> >>> >>>> >>>> >> >>> >>>> 2012/8/11 Pedro Rafael <[hidden email]>: >>>> >> >>> >>>> >>>> >> >>> >>>>> Obrigado Prof. Paulo pela informação, me ajudou >>>> >> >>> >>>>> bastante. >>>> >> >>> >>>>> Eu >>>> >> >>> >>>>> gostei >>>> >> >>> >>>>> muito Benilton da biblioteca de álgebra linear >>>> >> >>> >>>>> "armadillo". >>>> >> >>> >>>>> Muito >>>> >> >>> >>>>> mais >>>> >> >>> >>>>> fácil que a GSL. Eu acho desorganizado os códigos C. O >>>> >> >>> >>>>> problema >>>> >> >>> >>>>> que >>>> >> >>> >>>>> quando escrevo algum código matemático em C++ sempre >>>> >> >>> >>>>> tem >>>> >> >>> >>>>> uma >>>> >> >>> >>>>> estrutura >>>> >> >>> >>>>> procedural, deve ser o vício que tenho do C. Acabo >>>> >> >>> >>>>> usando >>>> >> >>> >>>>> quase >>>> >> >>> >>>>> nada >>>> >> >>> >>>>> de Classes, Heranças, Polimorfismo, etc. Contudo, acho >>>> >> >>> >>>>> interessante >>>> >> >>> >>>>> a >>>> >> >>> >>>>> facilidade de se trabalhar com vetores, matrizes e >>>> >> >>> >>>>> alocação >>>> >> >>> >>>>> dinâmica >>>> >> >>> >>>>> utilizando C++. >>>> >> >>> >>>>> [ ], >>>> >> >>> >>>>> Pedro Rafael Diniz Marinho. >>>> >> >>> >>>>> >>>> >> >>> >>>>> >>>> >> >>> >>>>> Em 10 de agosto de 2012 20:28, beniltoncarvalho [via >>>> >> >>> >>>>> R-br] >>>> >> >>> >>>>> <[hidden email]> escreveu: >>>> >> >>> >>>>>> Pedro, >>>> >> >>> >>>>>> >>>> >> >>> >>>>>> Há muito deixei de procurar 'a linguagem mais >>>> >> >>> >>>>>> <escolha o >>>> >> >>> >>>>>> adjetivo> >>>> >> >>> >>>>>> para <escolha a tarefa>'. Fico contente em usar >>>> >> >>> >>>>>> qualquer >>>> >> >>> >>>>>> linguagem >>>> >> >>> >>>>>> que >>>> >> >>> >>>>>> se mostre util e nao me force a reinventar a roda. >>>> >> >>> >>>>>> Dito >>>> >> >>> >>>>>> isso, >>>> >> >>> >>>>>> nao >>>> >> >>> >>>>>> vejo >>>> >> >>> >>>>>> la essas diferencas entre C ou C++. E' obvio que >>>> >> >>> >>>>>> algum >>>> >> >>> >>>>>> especialista >>>> >> >>> >>>>>> em >>>> >> >>> >>>>>> alguma delas encontrara' inumeros casos que servem de >>>> >> >>> >>>>>> contra-exemplo; >>>> >> >>> >>>>>> mas enqto ele faz isso, eu sigo adiante resolvendo >>>> >> >>> >>>>>> outros >>>> >> >>> >>>>>> problemas. >>>> >> >>> >>>>>> >>>> >> >>> >>>>>> b >>>> >> >>> >>>>>> >>>> >> >>> >>>>>> 2012/8/10 Paulo Justiniano <[hidden email]>: >>>> >> >>> >>>>>> >>>> >> >>> >>>>>>> Pedro >>>> >> >>> >>>>>>> >>>> >> >>> >>>>>>> quando se diz em evitar inverter matrizes é porque >>>> >> >>> >>>>>>> muitas >>>> >> >>> >>>>>>> contas >>>> >> >>> >>>>>>> podem >>>> >> >>> >>>>>>> ser >>>> >> >>> >>>>>>> feitas sem a inversao explícita >>>> >> >>> >>>>>>> >>>> >> >>> >>>>>>> Por exemplo, a conta >>>> >> >>> >>>>>>> >>>> >> >>> >>>>>>> X'V^{-1}X >>>> >> >>> >>>>>>> >>>> >> >>> >>>>>>> pode ser feita evitando inversao a partir da >>>> >> >>> >>>>>>> cholesky >>>> >> >>> >>>>>>> de V >>>> >> >>> >>>>>>> que pode ser aproveitada de calculos anteriores uma >>>> >> >>> >>>>>>> vez >>>> >> >>> >>>>>>> que >>>> >> >>> >>>>>>> já >>>> >> >>> >>>>>>> deve >>>> >> >>> >>>>>>> ter >>>> >> >>> >>>>>>> sido >>>> >> >>> >>>>>>> calculada antes para obter as estimativas >>>> >> >>> >>>>>>> >>>> >> >>> >>>>>>> No exemplo >>>> >> >>> >>>>>>> >>>> >> >>> >>>>>>> cV <- chol(V) >>>> >> >>> >>>>>>> crossprod(backsolve(cV, X, transpose=T)) >>>> >> >>> >>>>>>> >>>> >> >>> >>>>>>> isto é ***muito*** mais rapido (compare com >>>> >> >>> >>>>>>> system.time()) >>>> >> >>> >>>>>>> do que >>>> >> >>> >>>>>>> >>>> >> >>> >>>>>>> t(X) %*% solve(V) %*% X >>>> >> >>> >>>>>>> >>>> >> >>> >>>>>>> >>>> >> >>> >>>>>>> >>>> >> >>> >>>>>>> >>>> >> >>> >>>>>>> On Thu, 9 Aug 2012, Pedro Rafael wrote: >>>> >> >>> >>>>>>> >>>> >> >>> >>>>>>>> Com respeito a evitar de trabalhar com inversas de >>>> >> >>> >>>>>>>> matrizes é >>>> >> >>> >>>>>>>> fato >>>> >> >>> >>>>>>>> mas >>>> >> >>> >>>>>>>> infelizmente tenho que trabalhar. Para trabalhar >>>> >> >>> >>>>>>>> com >>>> >> >>> >>>>>>>> modelos >>>> >> >>> >>>>>>>> de >>>> >> >>> >>>>>>>> regressão heterocedásticos vou precisar de cálculo >>>> >> >>> >>>>>>>> de >>>> >> >>> >>>>>>>> inversas de >>>> >> >>> >>>>>>>> matrizes para o cálculo da estrutura de covariância >>>> >> >>> >>>>>>>> de >>>> >> >>> >>>>>>>> tal >>>> >> >>> >>>>>>>> estimador. >>>> >> >>> >>>>>>>> [ ], >>>> >> >>> >>>>>>>> Pedro Rafael Diniz Marinho. >>>> >> >>> >>>>>>>> >>>> >> >>> >>>>>>>> >>>> >> >>> >>>>>>>> Em 9 de agosto de 2012 17:02, Pedro Rafael >>>> >> >>> >>>>>>>> <[hidden email]> escreveu: >>>> >> >>> >>>>>>>>> >>>> >> >>> >>>>>>>>> Verdade Benilton inverter matrizes requer um custo >>>> >> >>> >>>>>>>>> computacional >>>> >> >>> >>>>>>>>> bastante elevado. Atualmente programo em C e >>>> >> >>> >>>>>>>>> programei >>>> >> >>> >>>>>>>>> muito >>>> >> >>> >>>>>>>>> pouco >>>> >> >>> >>>>>>>>> em >>>> >> >>> >>>>>>>>> C++ por curiosidade. Você acreditar que códigos em >>>> >> >>> >>>>>>>>> C++ >>>> >> >>> >>>>>>>>> perdem >>>> >> >>> >>>>>>>>> muito >>>> >> >>> >>>>>>>>> desempenho em comparação à C considerando que a >>>> >> >>> >>>>>>>>> programação >>>> >> >>> >>>>>>>>> em >>>> >> >>> >>>>>>>>> ambas >>>> >> >>> >>>>>>>>> as linguagens sejam eficientes? Você tem boas >>>> >> >>> >>>>>>>>> experiências >>>> >> >>> >>>>>>>>> na >>>> >> >>> >>>>>>>>> utilização de C++ para programação estatística e >>>> >> >>> >>>>>>>>> para >>>> >> >>> >>>>>>>>> uso >>>> >> >>> >>>>>>>>> em >>>> >> >>> >>>>>>>>> simulações? >>>> >> >>> >>>>>>>>> >>>> >> >>> >>>>>>>>> Gostei bastante dessa biblioteca que você me >>>> >> >>> >>>>>>>>> passou, >>>> >> >>> >>>>>>>>> muito >>>> >> >>> >>>>>>>>> interessante. Não conhecia. A única biblioteca >>>> >> >>> >>>>>>>>> para >>>> >> >>> >>>>>>>>> álgebra >>>> >> >>> >>>>>>>>> linear >>>> >> >>> >>>>>>>>> livre que eu conhecia era a GSL. >>>> >> >>> >>>>>>>>> >>>> >> >>> >>>>>>>>> [ ], >>>> >> >>> >>>>>>>>> Pedro Rafael Diniz Marinho. >>>> >> >>> >>>>>>>>> >>>> >> >>> >>>>>>>>> >>>> >> >>> >>>>>>>>> Em 9 de agosto de 2012 15:58, beniltoncarvalho >>>> >> >>> >>>>>>>>> [via >>>> >> >>> >>>>>>>>> R-br] >>>> >> >>> >>>>>>>>> <[hidden email]> escreveu: >>>> >> >>> >>>>>>>>>> >>>> >> >>> >>>>>>>>>> Eu ainda sou do time "se vc esta' invertendo >>>> >> >>> >>>>>>>>>> matriz, >>>> >> >>> >>>>>>>>>> entao >>>> >> >>> >>>>>>>>>> vc >>>> >> >>> >>>>>>>>>> esta' >>>> >> >>> >>>>>>>>>> fazendo algo errado"... >>>> >> >>> >>>>>>>>>> >>>> >> >>> >>>>>>>>>> Em C++, vc vai querer olhar o que Armadillo tem a >>>> >> >>> >>>>>>>>>> oferecer. >>>> >> >>> >>>>>>>>>> >>>> >> >>> >>>>>>>>>> b >>>> >> >>> >>>>>>>>>> >>>> >> >>> >>>>>>>>>> 2012/8/9 Pedro Rafael <[hidden email]>: >>>> >> >>> >>>>>>>>>> >>>> >> >>> >>>>>>>>>>> Pessoal gostaria de saber qual uma boa >>>> >> >>> >>>>>>>>>>> biblioteca >>>> >> >>> >>>>>>>>>>> livre >>>> >> >>> >>>>>>>>>>> de >>>> >> >>> >>>>>>>>>>> C >>>> >> >>> >>>>>>>>>>> para >>>> >> >>> >>>>>>>>>>> trabalhar com operações matriciais como inversas >>>> >> >>> >>>>>>>>>>> e >>>> >> >>> >>>>>>>>>>> produtos de >>>> >> >>> >>>>>>>>>>> matrizes. Qualquer dica será interessante. >>>> >> >>> >>>>>>>>>>> >>>> >> >>> >>>>>>>>>>> [ ] Pedro Rafael Diniz Marinho. >>>> >> >>> >>>>>>>>>>> _______________________________________________ >>>> >> >>> >>>>>>>>>>> R-br mailing list >>>> >> >>> >>>>>>>>>>> [hidden email] >>>> >> >>> >>>>>>>>>>> >>>> >> >>> >>>>>>>>>>> >>>> >> >>> >>>>>>>>>>> >>>> >> >>> >>>>>>>>>>> https://listas.inf.ufpr.br/cgi-bin/mailman/listinfo/r-br >>>> >> >>> >>>>>>>>>>> Leia o guia de postagem >>>> >> >>> >>>>>>>>>>> (http://www.leg.ufpr.br/r-br-guia) >>>> >> >>> >>>>>>>>>>> e >>>> >> >>> >>>>>>>>>>> forneça >>>> >> >>> >>>>>>>>>>> código mínimo reproduzível. >>>> >> >>> >>>>>>>>>> >>>> >> >>> >>>>>>>>>> _______________________________________________ >>>> >> >>> >>>>>>>>>> R-br mailing list >>>> >> >>> >>>>>>>>>> [hidden email] >>>> >> >>> >>>>>>>>>> >>>> >> >>> >>>>>>>>>> >>>> >> >>> >>>>>>>>>> https://listas.inf.ufpr.br/cgi-bin/mailman/listinfo/r-br >>>> >> >>> >>>>>>>>>> Leia o guia de postagem >>>> >> >>> >>>>>>>>>> (http://www.leg.ufpr.br/r-br-guia) >>>> >> >>> >>>>>>>>>> e >>>> >> >>> >>>>>>>>>> forneça >>>> >> >>> >>>>>>>>>> código >>>> >> >>> >>>>>>>>>> mínimo reproduzível. >>>> >> >>> >>>>>>>>>> >>>> >> >>> >>>>>>>>>> >>>> >> >>> >>>>>>>>>> ________________________________ >>>> >> >>> >>>>>>>>>> If you reply to this email, your message will be >>>> >> >>> >>>>>>>>>> added >>>> >> >>> >>>>>>>>>> to >>>> >> >>> >>>>>>>>>> the >>>> >> >>> >>>>>>>>>> discussion >>>> >> >>> >>>>>>>>>> below: >>>> >> >>> >>>>>>>>>> >>>> >> >>> >>>>>>>>>> >>>> >> >>> >>>>>>>>>> >>>> >> >>> >>>>>>>>>> >>>> >> >>> >>>>>>>>>> >>>> >> >>> >>>>>>>>>> >>>> >> >>> >>>>>>>>>> >>>> >> >>> >>>>>>>>>> >>>> >> >>> >>>>>>>>>> >>>> >> >>> >>>>>>>>>> http://r-br.2285057.n4.nabble.com/R-br-OFF-Biblioteca-C-para-matrizes-tp4655... >>>> >> >>> >>>>>>>>>> To unsubscribe from R-br, click here. >>>> >> >>> >>>>>>>>>> NAML >>>> >> >>> >>>>>>>> >>>> >> >>> >>>>>>>> _______________________________________________ >>>> >> >>> >>>>>>>> R-br mailing list >>>> >> >>> >>>>>>>> [hidden email] >>>> >> >>> >>>>>>>> >>>> >> >>> >>>>>>>> >>>> >> >>> >>>>>>>> https://listas.inf.ufpr.br/cgi-bin/mailman/listinfo/r-br >>>> >> >>> >>>>>>>> Leia o guia de postagem >>>> >> >>> >>>>>>>> (http://www.leg.ufpr.br/r-br-guia) >>>> >> >>> >>>>>>>> e >>>> >> >>> >>>>>>>> forneça >>>> >> >>> >>>>>>>> código mínimo reproduzível. >>>> >> >>> >>>>>>> >>>> >> >>> >>>>>>> >>>> >> >>> >>>>>>> _______________________________________________ >>>> >> >>> >>>>>>> R-br mailing list >>>> >> >>> >>>>>>> [hidden email] >>>> >> >>> >>>>>>> >>>> >> >>> >>>>>>> >>>> >> >>> >>>>>>> https://listas.inf.ufpr.br/cgi-bin/mailman/listinfo/r-br >>>> >> >>> >>>>>>> Leia o guia de postagem >>>> >> >>> >>>>>>> (http://www.leg.ufpr.br/r-br-guia) >>>> >> >>> >>>>>>> e >>>> >> >>> >>>>>>> forneça >>>> >> >>> >>>>>>> código >>>> >> >>> >>>>>>> mínimo reproduzível. >>>> >> >>> >>>>>> _______________________________________________ >>>> >> >>> >>>>>> R-br mailing list >>>> >> >>> >>>>>> [hidden email] >>>> >> >>> >>>>>> >>>> >> >>> >>>>>> https://listas.inf.ufpr.br/cgi-bin/mailman/listinfo/r-br >>>> >> >>> >>>>>> Leia o guia de postagem >>>> >> >>> >>>>>> (http://www.leg.ufpr.br/r-br-guia) e >>>> >> >>> >>>>>> forneça >>>> >> >>> >>>>>> código >>>> >> >>> >>>>>> mínimo reproduzível. >>>> >> >>> >>>>>> >>>> >> >>> >>>>>> >>>> >> >>> >>>>>> ________________________________ >>>> >> >>> >>>>>> If you reply to this email, your message will be >>>> >> >>> >>>>>> added >>>> >> >>> >>>>>> to >>>> >> >>> >>>>>> the >>>> >> >>> >>>>>> discussion >>>> >> >>> >>>>>> below: >>>> >> >>> >>>>>> >>>> >> >>> >>>>>> >>>> >> >>> >>>>>> >>>> >> >>> >>>>>> >>>> >> >>> >>>>>> >>>> >> >>> >>>>>> >>>> >> >>> >>>>>> >>>> >> >>> >>>>>> http://r-br.2285057.n4.nabble.com/R-br-OFF-Biblioteca-C-para-matrizes-tp4655... >>>> >> >>> >>>>>> To unsubscribe from R-br, click here. >>>> >> >>> >>>>>> NAML >>>> >> >>> >>>>> _______________________________________________ >>>> >> >>> >>>>> R-br mailing list >>>> >> >>> >>>>> [hidden email] >>>> >> >>> >>>>> >>>> >> >>> >>>>> https://listas.inf.ufpr.br/cgi-bin/mailman/listinfo/r-br >>>> >> >>> >>>>> Leia o guia de postagem >>>> >> >>> >>>>> (http://www.leg.ufpr.br/r-br-guia) e >>>> >> >>> >>>>> forneça >>>> >> >>> >>>>> código mínimo reproduzível. >>>> >> >>> >>>> _______________________________________________ >>>> >> >>> >>>> R-br mailing list >>>> >> >>> >>>> [hidden email] >>>> >> >>> >>>> >>>> >> >>> >>>> https://listas.inf.ufpr.br/cgi-bin/mailman/listinfo/r-br >>>> >> >>> >>>> Leia o guia de postagem >>>> >> >>> >>>> (http://www.leg.ufpr.br/r-br-guia) >>>> >> >>> >>>> e >>>> >> >>> >>>> forneça >>>> >> >>> >>>> código >>>> >> >>> >>>> mínimo reproduzível. >>>> >> >>> >>>> >>>> >> >>> >>>> >>>> >> >>> >>>> ________________________________ >>>> >> >>> >>>> If you reply to this email, your message will be added >>>> >> >>> >>>> to >>>> >> >>> >>>> the >>>> >> >>> >>>> discussion >>>> >> >>> >>>> below: >>>> >> >>> >>>> >>>> >> >>> >>>> >>>> >> >>> >>>> >>>> >> >>> >>>> >>>> >> >>> >>>> >>>> >> >>> >>>> >>>> >> >>> >>>> http://r-br.2285057.n4.nabble.com/R-br-OFF-Biblioteca-C-para-matrizes-tp4655... >>>> >> >>> >>>> To unsubscribe from R-br, click here. >>>> >> >>> >>>> NAML >>>> >> >>> >> _______________________________________________ >>>> >> >>> >> R-br mailing list >>>> >> >>> >> [hidden email] >>>> >> >>> >> https://listas.inf.ufpr.br/cgi-bin/mailman/listinfo/r-br >>>> >> >>> >> Leia o guia de postagem >>>> >> >>> >> (http://www.leg.ufpr.br/r-br-guia) e >>>> >> >>> >> forneça >>>> >> >>> >> código mínimo reproduzível. >>>> >> >>> > _______________________________________________ >>>> >> >>> > R-br mailing list >>>> >> >>> > [hidden email] >>>> >> >>> > https://listas.inf.ufpr.br/cgi-bin/mailman/listinfo/r-br >>>> >> >>> > Leia o guia de postagem (http://www.leg.ufpr.br/r-br-guia) >>>> >> >>> > e >>>> >> >>> > forneça >>>> >> >>> > código >>>> >> >>> > mínimo reproduzível. >>>> >> >>> > >>>> >> >>> > >>>> >> >>> > ________________________________ >>>> >> >>> > If you reply to this email, your message will be added to >>>> >> >>> > the >>>> >> >>> > discussion >>>> >> >>> > below: >>>> >> >>> > >>>> >> >>> > >>>> >> >>> > >>>> >> >>> > >>>> >> >>> > >>>> >> >>> > http://r-br.2285057.n4.nabble.com/R-br-OFF-Biblioteca-C-para-matrizes-tp4655... >>>> >> >>> > To unsubscribe from R-br, click here. >>>> >> >>> > NAML >>>> >> >>> _______________________________________________ >>>> >> >>> R-br mailing list >>>> >> >>> [hidden email] >>>> >> >>> https://listas.inf.ufpr.br/cgi-bin/mailman/listinfo/r-br >>>> >> >>> Leia o guia de postagem (http://www.leg.ufpr.br/r-br-guia) e >>>> >> >>> forneça >>>> >> >>> código mínimo reproduzível. >>>> >> >> >>>> >> >> >>>> >> >> _______________________________________________ >>>> >> >> R-br mailing list >>>> >> >> [hidden email] >>>> >> >> https://listas.inf.ufpr.br/cgi-bin/mailman/listinfo/r-br >>>> >> >> Leia o guia de postagem (http://www.leg.ufpr.br/r-br-guia) e >>>> >> >> forneça >>>> >> >> código >>>> >> >> mínimo reproduzível. >>>> >> >> >>>> >> >> ________________________________ >>>> >> >> If you reply to this email, your message will be added to the >>>> >> >> discussion >>>> >> >> below: >>>> >> >> >>>> >> >> >>>> >> >> >>>> >> >> >>>> >> >> http://r-br.2285057.n4.nabble.com/R-br-OFF-Biblioteca-C-para-matrizes-tp4655... >>>> >> >> To unsubscribe from R-br, click here. >>>> >> >> NAML >>>> >> _______________________________________________ >>>> >> R-br mailing list >>>> >> [hidden email] >>>> >> https://listas.inf.ufpr.br/cgi-bin/mailman/listinfo/r-br >>>> >> Leia o guia de postagem (http://www.leg.ufpr.br/r-br-guia) e >>>> >> forneça >>>> >> código mínimo reproduzível. >>>> > >>>> > >>>> > _______________________________________________ >>>> > R-br mailing list >>>> > [hidden email] >>>> > https://listas.inf.ufpr.br/cgi-bin/mailman/listinfo/r-br >>>> > Leia o guia de postagem 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reply to this email, your message will be added to the >>> discussion >>> below: >>> >>> >>> http://r-br.2285057.n4.nabble.com/R-br-OFF-Biblioteca-C-para-matrizes-tp4655... >>> To unsubscribe from R-br, click here. >>> NAML _______________________________________________ R-br mailing list [hidden email] https://listas.inf.ufpr.br/cgi-bin/mailman/listinfo/r-br Leia o guia de postagem (http://www.leg.ufpr.br/r-br-guia) e forneça código mínimo reproduzível.
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_______________________________________________ R-br mailing list [hidden email] https://listas.inf.ufpr.br/cgi-bin/mailman/listinfo/r-br Leia o guia de postagem (http://www.leg.ufpr.br/r-br-guia) e forneça código mínimo reproduzível.
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