NumPy Library

  1. Linear Algebra Operations
    1. Basic Linear Algebra
      1. Matrix Multiplication
        1. dot()
          1. matmul()
            1. @ Operator
            2. Vector Operations
              1. inner()
                1. outer()
                  1. cross()
                    1. vdot()
                    2. Matrix Properties
                      1. trace()
                        1. diagonal()
                      2. Advanced Linear Algebra (numpy.linalg)
                        1. Matrix Decompositions
                          1. cholesky()
                            1. qr()
                              1. svd()
                                1. lu()
                                2. Eigenvalue Problems
                                  1. eig()
                                    1. eigh()
                                      1. eigvals()
                                        1. eigvalsh()
                                        2. Matrix Analysis
                                          1. det()
                                            1. slogdet()
                                              1. matrix_rank()
                                                1. cond()
                                                2. Norms
                                                  1. norm()
                                                    1. Vector Norms
                                                      1. Matrix Norms
                                                      2. Solving Linear Systems
                                                        1. solve()
                                                          1. lstsq()
                                                            1. tensorsolve()
                                                            2. Matrix Inversion
                                                              1. inv()
                                                                1. pinv()
                                                                  1. tensorinv()

                                                              Previous

                                                              9. Broadcasting

                                                              Go to top

                                                              Next

                                                              11. Random Number Generation