Eu pensei que poderia ter algo mais novo sendo desenvolvido disponível para C++. [ ], Pedro Rafael Diniz Marinho. Em 14 de agosto de 2012 20:50, beniltoncarvalho [via R-br] <ml-node+s2285057n4655884h81@n4.nabble.com> escreveu:
pq nao a propria GSL?
2012/8/15 Pedro Rafael <[hidden email]>:
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 <[hidden email]> 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] <[hidden email]> 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 (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 (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