orthogonal complement of subspace












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I am not a mathematician but I faced the following problem when I want to apply some machine learning algorithm to solve nlp problem.
let say that I have a matrix $A$ that is $100X50$ and I project each row to a $5$ dimension subspace to produce the Matrix $A_5$ which is $100X5$, now how I can find the reminder $45$ dim subspace of $A$ (which is $100X45$ of $A$ ) that is orthogonal to $A_5$.



I would appreciate any help










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    I am not a mathematician but I faced the following problem when I want to apply some machine learning algorithm to solve nlp problem.
    let say that I have a matrix $A$ that is $100X50$ and I project each row to a $5$ dimension subspace to produce the Matrix $A_5$ which is $100X5$, now how I can find the reminder $45$ dim subspace of $A$ (which is $100X45$ of $A$ ) that is orthogonal to $A_5$.



    I would appreciate any help










    share|cite|improve this question









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      I am not a mathematician but I faced the following problem when I want to apply some machine learning algorithm to solve nlp problem.
      let say that I have a matrix $A$ that is $100X50$ and I project each row to a $5$ dimension subspace to produce the Matrix $A_5$ which is $100X5$, now how I can find the reminder $45$ dim subspace of $A$ (which is $100X45$ of $A$ ) that is orthogonal to $A_5$.



      I would appreciate any help










      share|cite|improve this question









      New contributor




      Abrar is a new contributor to this site. Take care in asking for clarification, commenting, and answering.
      Check out our Code of Conduct.











      I am not a mathematician but I faced the following problem when I want to apply some machine learning algorithm to solve nlp problem.
      let say that I have a matrix $A$ that is $100X50$ and I project each row to a $5$ dimension subspace to produce the Matrix $A_5$ which is $100X5$, now how I can find the reminder $45$ dim subspace of $A$ (which is $100X45$ of $A$ ) that is orthogonal to $A_5$.



      I would appreciate any help







      vector-spaces orthogonality






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      edited Jan 6 at 18:05









      Sauhard Sharma

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      813117






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      asked Jan 6 at 17:52









      AbrarAbrar

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