Matlab Commands Cheat Sheet



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  • MATLAB–Python–Julia cheatsheet

Dependencies and Setup¶

Matlab Commands Cheat Sheet

In the Python code we assume that you have already run importnumpyasnp

In the Julia, we assume you are using v1.0.2 or later with Compat v1.3.0 or later and have run usingLinearAlgebra,Statistics,Compat

Creating Vectors¶

Operation

MATLAB

Python

Julia

Row vector: size (1, n)

Column vector: size (n, 1)

1d array: size (n, )

Not possible

or

Integers from j to n withstep size k

Linearly spaced vectorof k points

Creating Matrices¶

Operation

MATLAB

Python

Julia

Create a matrix

2 x 2 matrix of zeros

2 x 2 matrix of ones

2 x 2 identity matrix

Diagonal matrix

Uniform random numbers

Normal random numbers

Sparse Matrices

Tridiagonal Matrices

Manipulating Vectors and Matrices¶

Operation

MATLAB

Python

Julia

Transpose

Complex conjugate transpose(Adjoint)

Concatenate horizontally

or

or

Concatenate vertically

or

or

Reshape (to 5 rows, 2 columns)

Convert matrix to vector

Flip left/right

Flip up/down

Repeat matrix (3 times in therow dimension, 4 times in thecolumn dimension)

Preallocating/Similar

N/A similar type

Broadcast a function over acollection/matrix/vector

Functions broadcast directly

Functions broadcast directly

Accessing Vector/Matrix Elements¶

Operation

MATLAB

Python

Julia

Access one element

Access specific rows

Access specific columns

Remove a row

Diagonals of matrix

Get dimensions of matrix

Mathematical Operations¶

Operation

MATLAB

Python

Julia

Dot product

Matrix multiplication

Inplace matrix multiplication

Not possible

Element-wise multiplication

Matrix to a power

Matrix to a power, elementwise

Inverse

or

or Adobe photoshop creative cloud for mac.

Determinant

Eigenvalues and eigenvectors

Euclidean norm

Solve linear system(Ax=b) (when (A)is square)

Solve least squares problem(Ax=b) (when (A)is rectangular)

Sum / max / min¶

Matlab Commands Cheat Sheet

Matlab Commands Pdf

Operation

MATLAB

Python

Julia

Sum / max / min ofeach column

Sum / max / min of each row

Sum / max / min ofentire matrix

Cumulative sum / max / minby row

Cumulative sum / max / minby column

Programming¶

Operation

MATLAB

Python

Julia

Comment one line

Comment block

For loop

While loop

If

If / else

Print text and variable

Function: anonymous

Function

Tuples

Can use cells but watch performance

Named Tuples/Anonymous Structures

Closures

Inplace Modification

No consistent or simple syntaxto achieve this

  • MATLAB–Python–Julia cheatsheet

Dependencies and Setup¶

In the Python code we assume that you have already run importnumpyasnp

In the Julia, we assume you are using v1.0.2 or later with Compat v1.3.0 or later and have run usingLinearAlgebra,Statistics,Compat

Creating Vectors¶

Operation

MATLAB

Python

Julia

Row vector: size (1, n)

Column vector: size (n, 1)

1d array: size (n, )

Not possible

or

Integers from j to n withstep size k

Linearly spaced vectorof k points

Creating Matrices¶

Operation

MATLAB

Python

Julia

Create a matrix

2 x 2 matrix of zeros

2 x 2 matrix of ones

2 x 2 identity matrix

Diagonal matrix

Uniform random numbers

Normal random numbers

Sparse Matrices

Tridiagonal Matrices

Manipulating Vectors and Matrices¶

Operation

MATLAB

Python

Julia

Transpose

Complex conjugate transpose(Adjoint)

Concatenate horizontally

or

or

Concatenate vertically

or

or

Reshape (to 5 rows, 2 columns)

Convert matrix to vector

Flip left/right

Flip up/down

Repeat matrix (3 times in therow dimension, 4 times in thecolumn dimension)

Preallocating/Similar

N/A similar type

Broadcast a function over acollection/matrix/vector

Functions broadcast directly

Functions broadcast directly

Accessing Vector/Matrix Elements¶

Operation

MATLAB

Python

Julia

Access one element

Access specific rows

Access specific columns

Remove a row

Diagonals of matrix

Get dimensions of matrix

Mathematical Operations¶

Operation

MATLAB

Python

Julia

Dot product

Matrix multiplication

Inplace matrix multiplication

Not possible

Element-wise multiplication

Matrix to a power

Matrix to a power, elementwise

Inverse

or

or

Determinant

Eigenvalues and eigenvectors

Euclidean norm Epson cx3700 drivers for mac os.

Solve linear system(Ax=b) (when (A)is square)

Solve least squares problem(Ax=b) (when (A)is rectangular)

Sum / max / min¶

Operation

MATLAB

Python

Julia

Sum / max / min ofeach column

Sum / max / min of each row

Sum / max / min ofentire matrix

Cumulative sum / max / minby row

Cumulative sum / max / minby column

Programming¶

Operation

MATLAB

Python

Julia

Comment one line

Comment block

For loop

While loop

If

If / else

Print text and variable

Function: anonymous

Function

Tuples

Can use cells but watch performance

Named Tuples/Anonymous Structures

Closures

Inplace Modification

No consistent or simple syntaxto achieve this