Add Linear algebra functions to Numpy Frontend

[Aarsh2001]

Add Linear Algebra functions to Numpy frontend:

_

Please keep in mind that the proper way to link an issue to this list is to comment "- [ ] #issue_number" while the issue's title only includes the name of the function you've chosen.

_

• dot
• linalg.multi_dot
• vdot #2479
• inner #4243
• outer #3778
• matmul #3624
• tensordot #6591
• einsum #19521
• matrix_power #3905
• kron #12617
• cholesky
• qr
• svd
• eigh #14942
• eig #12389
• eigvals #22302
• eigvalsh #7901
• norm #3940
• cond #15349
• det #3311
• matrix_rank #3956
• slogdet #3912
• trace #6974
• solve #3628
• tensorsolve #22201
• lstq #10226
• inv #3860
• pinv #3888
• tensorinv #9745

The main file paths where these functions are likely to be added are:

• ivy/functional/frontends/numpy/linear\_algebra/matrix\_and\_vector\_products.py
• ivy\_tests/test\_ivy/test\_frontends/test\_numpy/test\_linear\_algebra/test\_matrix\_and\_vector\_products.py
• ivy/functional/frontends/numpy/linear\_algebra/linalg/matrix\_and\_vector\_products.py
• ivy/functional/frontends/numpy/linear\_algebra/linalg/solving\_equations\_and\_inverting\_matrices.py
• ivy\_tests/test\_ivy/test\_frontends/test\_numpy/test\_linear\_algebra/test\_linalg/test\_matrix\_and\_vector\_products.py
• ivy\_tests/test\_ivy/test\_frontends/test\_numpy/test\_linear\_algebra/test\_linalg/test\_solving\_equations\_and\_inverting\_matrices.py
• ivy/functional/frontends/numpy/\_\_init\_\_.py
• ivy/functional/frontends/numpy/linalg/matrix\_and\_vector\_products.py
• ivy/functional/frontends/numpy/linalg/matrix\_eigenvalues.py
• ivy\_tests/test\_ivy/test\_frontends/test\_numpy/test\_linear\_algebra/test\_matrix\_eigenvalues.py
• ivy/functional/frontends/numpy/linear\_algebra/linalg/norms\_and\_other\_numbers.py
• ivy\_tests/test\_ivy/test\_frontends/test\_numpy/test\_linear\_algebra/test\_linalg/test\_norms\_and\_other\_numbers.py
• ivy/functional/frontends/numpy/linalg/norms\_and\_other\_numbers.py
• ivy\_tests/test\_ivy/test\_frontends/test\_numpy/test\_linear\_algebra/test\_norms\_and\_other\_numbers.py
• ivy/functional/frontends/numpy/linalg/solving\_equations\_and\_inverting\_matrices.py
• ivy\_tests/test\_ivy/test\_frontends/test\_numpy/test\_linear\_algebra/test\_solving\_equations\_and\_inverting\_matrices.py