René's URL Explorer Experiment


Title: MATLAB vs Python: Why and How to Make the Switch – Real Python

Open Graph Title: MATLAB vs Python: Why and How to Make the Switch – Real Python

Description: In this step-by-step tutorial, you'll learn about MATLAB vs Python, why you should switch from MATLAB to Python, the packages you'll need to make a smooth transition, and the bumps you'll most likely encounter along the way.

Open Graph Description: In this step-by-step tutorial, you'll learn about MATLAB vs Python, why you should switch from MATLAB to Python, the packages you'll need to make a smooth transition, and the bumps you'll most likely encounter along the way.

Mail addresses
?subject=Python article for you&body=MATLAB vs Python: Why and How to Make the Switch on Real Python https://realpython.com/matlab-vs-python/

Opengraph URL: https://realpython.com/matlab-vs-python/

X: @realpython

direct link

Domain: realpython.com


Hey, it has json ld scripts:
{
  "@context": "http://schema.org",
  "@type": "Article",
  "headline": "MATLAB vs Python: Why and How to Make the Switch",
  "image": {
    "@type": "ImageObject",
    "url": "https://files.realpython.com/media/Matlab-vs-Python_Watermarked.78d19c0990ea.jpg",
    "width": 1920,
    "height": 1080
  },
  "mainEntityOfPage": {
    "@type": "WebPage",
    "@id": "https://realpython.com/matlab-vs-python/",
    "lastReviewed": "2023-12-01",
    "author": {
      "@type": "Person",
      "name": "Bryan Weber",
      "image": "https://realpython.com/cdn-cgi/image/width=1000,height=1000,fit=crop,gravity=auto,format=auto/https://files.realpython.com/media/BryanWeber-square.789781f1e92c.jpg",
      "url": "https://realpython.com/team/bweber/",
      "affiliation": {
        "@type": "Organization",
        "@id": "https://realpython.com/#organization",
        "name": "Real Python",
        "url": "https://realpython.com",
        "logo": "https://realpython.com/static/real-python-logo-square-512.157ae6bf64ed.png"
      }
    },
    "reviewedBy": [
      {
        "@type": "Person",
        "name": "Aldren Santos",
        "image": "https://realpython.com/cdn-cgi/image/width=500,height=500,fit=crop,gravity=auto,format=auto/https://files.realpython.com/media/Aldren_Santos_Real_Python.6b0861d8b841.png",
        "url": "https://realpython.com/team/asantos/",
        "affiliation": {
          "@type": "Organization",
          "@id": "https://realpython.com/#organization",
          "name": "Real Python",
          "url": "https://realpython.com",
          "logo": "https://realpython.com/static/real-python-logo-square-512.157ae6bf64ed.png"
        }
      },
      {
        "@type": "Person",
        "name": "Geir Arne Hjelle",
        "image": "https://realpython.com/cdn-cgi/image/width=800,height=800,fit=crop,gravity=auto,format=auto/https://files.realpython.com/media/gahjelle.470149ee709e.jpg",
        "url": "https://realpython.com/team/gahjelle/",
        "affiliation": {
          "@type": "Organization",
          "@id": "https://realpython.com/#organization",
          "name": "Real Python",
          "url": "https://realpython.com",
          "logo": "https://realpython.com/static/real-python-logo-square-512.157ae6bf64ed.png"
        }
      },
      {
        "@type": "Person",
        "name": "Joanna Jablonski",
        "image": "https://realpython.com/cdn-cgi/image/width=800,height=800,fit=crop,gravity=auto,format=auto/https://files.realpython.com/media/jjablonksi-avatar.e37c4f83308e.jpg",
        "url": "https://realpython.com/team/jjablonski/",
        "affiliation": {
          "@type": "Organization",
          "@id": "https://realpython.com/#organization",
          "name": "Real Python",
          "url": "https://realpython.com",
          "logo": "https://realpython.com/static/real-python-logo-square-512.157ae6bf64ed.png"
        }
      }
    ]
  },
  "datePublished": "2019-09-09T14:00:00+00:00",
  "dateModified": "2023-12-01T23:10:58.313523+00:00",
  "publisher": {
    "@type": "Organization",
    "@id": "https://realpython.com/#organization",
    "name": "Real Python",
    "url": "https://realpython.com",
    "logo": {
      "@type": "ImageObject",
      "url": "https://realpython.com/static/real-python-logo-square-512.157ae6bf64ed.png",
      "width": 512,
      "height": 512
    },
    "description": "Real Python is a leading provider of online Python education and one of the largest language-specific online communities for software developers. It publishes high-quality learning resources, such as tutorials, books, and courses to an audience of millions of developers, data scientists, and machine learning engineers each month.",
    "slogan": "Become a Python Expert",
    "email": "info@realpython.com",
    "sameAs": [
      "https://github.com/realpython",
      "https://www.youtube.com/realpython",
      "https://twitter.com/realpython",
      "https://x.com/realpython",
      "https://www.linkedin.com/company/realpython-com/",
      "https://www.facebook.com/learnrealpython",
      "https://www.instagram.com/realpython",
      "https://www.tiktok.com/@realpython.com"
    ]
  },
  "author": {
    "@type": "Person",
    "name": "Bryan Weber",
    "image": "https://realpython.com/cdn-cgi/image/width=1000,height=1000,fit=crop,gravity=auto,format=auto/https://files.realpython.com/media/BryanWeber-square.789781f1e92c.jpg",
    "url": "https://realpython.com/team/bweber/",
    "affiliation": {
      "@type": "Organization",
      "@id": "https://realpython.com/#organization",
      "name": "Real Python",
      "url": "https://realpython.com",
      "logo": "https://realpython.com/static/real-python-logo-square-512.157ae6bf64ed.png"
    }
  },
  "description": "In this step-by-step tutorial, you'll learn about MATLAB vs Python, why you should switch from MATLAB to Python, the packages you'll need to make a smooth transition, and the bumps you'll most likely encounter along the way."
}

authorReal Python
twitter:cardsummary_large_image
twitter:imagehttps://files.realpython.com/media/Matlab-vs-Python_Watermarked.78d19c0990ea.jpg
og:imagehttps://files.realpython.com/media/Matlab-vs-Python_Watermarked.78d19c0990ea.jpg
twitter:creator@realpython
og:typearticle

Links:

https://realpython.com/
Start Herehttps://realpython.com/start-here/
Learn Python https://realpython.com/matlab-vs-python/
Python Tutorials →In-depth articles and video courseshttps://realpython.com/search?kind=article&kind=course&order=newest
Learning Paths →Guided study plans for accelerated learninghttps://realpython.com/learning-paths/
Quizzes & Exercises →Check your learning progresshttps://realpython.com/quizzes/
Browse Topics →Focus on a specific area or skill levelhttps://realpython.com/tutorials/all/
Community Chat →Learn with other Pythonistashttps://realpython.com/community/
Office Hours →Live Q&A calls with Python expertshttps://realpython.com/office-hours/
Podcast →Hear what’s new in the world of Pythonhttps://realpython.com/podcasts/rpp/
Books →Round out your knowledge and learn offlinehttps://realpython.com/products/books/
Reference →Concise definitions for common Python termshttps://realpython.com/ref/
Code Mentor →BetaPersonalized code assistance & learning toolshttps://realpython.com/mentor/
Unlock All Content →https://realpython.com/account/join/
More https://realpython.com/matlab-vs-python/
Learner Storieshttps://realpython.com/learner-stories/
Python Newsletterhttps://realpython.com/newsletter/
Python Job Boardhttps://www.pythonjobshq.com
Meet the Teamhttps://realpython.com/team/
Become a Tutorial Writerhttps://realpython.com/write-for-us/
Become a Video Instructorhttps://realpython.com/become-an-instructor/
Searchhttps://realpython.com/search
https://realpython.com/search
Joinhttps://realpython.com/account/join/
Sign‑Inhttps://realpython.com/account/login/?next=%2Fmatlab-vs-python%2F
Browse Topicshttps://realpython.com/tutorials/all/
Guided Learning Pathshttps://realpython.com/learning-paths/
Basicshttps://realpython.com/search?level=basics
Intermediatehttps://realpython.com/search?level=intermediate
Advancedhttps://realpython.com/search?level=advanced
aihttps://realpython.com/tutorials/ai/
algorithmshttps://realpython.com/tutorials/algorithms/
apihttps://realpython.com/tutorials/api/
best-practiceshttps://realpython.com/tutorials/best-practices/
careerhttps://realpython.com/tutorials/career/
communityhttps://realpython.com/tutorials/community/
databaseshttps://realpython.com/tutorials/databases/
data-sciencehttps://realpython.com/tutorials/data-science/
data-structureshttps://realpython.com/tutorials/data-structures/
data-vizhttps://realpython.com/tutorials/data-viz/
devopshttps://realpython.com/tutorials/devops/
djangohttps://realpython.com/tutorials/django/
dockerhttps://realpython.com/tutorials/docker/
editorshttps://realpython.com/tutorials/editors/
flaskhttps://realpython.com/tutorials/flask/
front-endhttps://realpython.com/tutorials/front-end/
gamedevhttps://realpython.com/tutorials/gamedev/
guihttps://realpython.com/tutorials/gui/
machine-learninghttps://realpython.com/tutorials/machine-learning/
newshttps://realpython.com/tutorials/news/
numpyhttps://realpython.com/tutorials/numpy/
projectshttps://realpython.com/tutorials/projects/
pythonhttps://realpython.com/tutorials/python/
stdlibhttps://realpython.com/tutorials/stdlib/
testinghttps://realpython.com/tutorials/testing/
toolshttps://realpython.com/tutorials/tools/
web-devhttps://realpython.com/tutorials/web-dev/
web-scrapinghttps://realpython.com/tutorials/web-scraping/
Table of Contentshttps://realpython.com/matlab-vs-python/#toc
MATLAB vs Python: Comparing Features and Philosophyhttps://realpython.com/matlab-vs-python/#matlab-vs-python-comparing-features-and-philosophy
Setting Up Your Environment for Pythonhttps://realpython.com/matlab-vs-python/#setting-up-your-environment-for-python
Getting Python via Anacondahttps://realpython.com/matlab-vs-python/#getting-python-via-anaconda
Getting an Integrated Development Environmenthttps://realpython.com/matlab-vs-python/#getting-an-integrated-development-environment
Spyderhttps://realpython.com/matlab-vs-python/#spyder
JupyterLabhttps://realpython.com/matlab-vs-python/#jupyterlab
Learning About Python’s Mathematical Librarieshttps://realpython.com/matlab-vs-python/#learning-about-pythons-mathematical-libraries
NumPy (Numerical Python)https://realpython.com/matlab-vs-python/#numpy-numerical-python
SciPy (Scientific Python)https://realpython.com/matlab-vs-python/#scipy-scientific-python
Matplotlib (MATLAB-like Plotting Library)https://realpython.com/matlab-vs-python/#matplotlib-matlab-like-plotting-library
Other Important Python Librarieshttps://realpython.com/matlab-vs-python/#other-important-python-libraries
Syntax Differences Between MATLAB® and Pythonhttps://realpython.com/matlab-vs-python/#syntax-differences-between-matlab-and-python
You Will Probably See This Syntaxhttps://realpython.com/matlab-vs-python/#you-will-probably-see-this-syntax
You Will Probably See These, but You Can Learn Them When You Need Tohttps://realpython.com/matlab-vs-python/#you-will-probably-see-these-but-you-can-learn-them-when-you-need-to
You Will Only Need These in Specialized Situationshttps://realpython.com/matlab-vs-python/#you-will-only-need-these-in-specialized-situations
An Overview of Basic Array Operationshttps://realpython.com/matlab-vs-python/#an-overview-of-basic-array-operations
Basic Mathematical Operators Work Element-Wise in NumPyhttps://realpython.com/matlab-vs-python/#basic-mathematical-operators-work-element-wise-in-numpy
One-Dimensional Arrays Are Vectors in NumPyhttps://realpython.com/matlab-vs-python/#one-dimensional-arrays-are-vectors-in-numpy
Creating Arrays Is Very Flexible in NumPyhttps://realpython.com/matlab-vs-python/#creating-arrays-is-very-flexible-in-numpy
The Colon Operator Is Very Powerful in NumPyhttps://realpython.com/matlab-vs-python/#the-colon-operator-is-very-powerful-in-numpy
Array Slices Are Views of Arrays in NumPyhttps://realpython.com/matlab-vs-python/#array-slices-are-views-of-arrays-in-numpy
Tips and Tricks to Make Your Code Pythonichttps://realpython.com/matlab-vs-python/#tips-and-tricks-to-make-your-code-pythonic
You Should Not Use Semicolons to End Lines in Pythonhttps://realpython.com/matlab-vs-python/#you-should-not-use-semicolons-to-end-lines-in-python
You Should Not Import * From a Module in Pythonhttps://realpython.com/matlab-vs-python/#you-should-not-import-from-a-module-in-python
You Should Take Advantage of the Different Data Types in Pythonhttps://realpython.com/matlab-vs-python/#you-should-take-advantage-of-the-different-data-types-in-python
Exceptions Help You Control Program Flow in Pythonhttps://realpython.com/matlab-vs-python/#exceptions-help-you-control-program-flow-in-python
How to Handle Exceptions in Pythonhttps://realpython.com/matlab-vs-python/#how-to-handle-exceptions-in-python
There Is an Official Guide to Writing Good Code in Pythonhttps://realpython.com/matlab-vs-python/#there-is-an-official-guide-to-writing-good-code-in-python
Python Has a Fantastic and Supportive Communityhttps://realpython.com/matlab-vs-python/#python-has-a-fantastic-and-supportive-community
Areas Where You Should Still Use MATLAB®https://realpython.com/matlab-vs-python/#areas-where-you-should-still-use-matlab
Conclusionhttps://realpython.com/matlab-vs-python/#conclusion
Further Readinghttps://realpython.com/matlab-vs-python/#further-reading
https://realpython.com/feedback/survey/article/matlab-vs-python/liked/?from=article-sidebar
https://realpython.com/feedback/survey/article/matlab-vs-python/disliked/?from=article-sidebar
Bryan Weberhttps://realpython.com/matlab-vs-python/#author
https://realpython.com/matlab-vs-python/#reader-comments
basicshttps://realpython.com/tutorials/basics/
best-practiceshttps://realpython.com/tutorials/best-practices/
data-sciencehttps://realpython.com/tutorials/data-science/
numpyhttps://realpython.com/tutorials/numpy/
MATLAB vs Python: Comparing Features and Philosophyhttps://realpython.com/matlab-vs-python/#matlab-vs-python-comparing-features-and-philosophy
Setting Up Your Environment for Pythonhttps://realpython.com/matlab-vs-python/#setting-up-your-environment-for-python
Getting Python via Anacondahttps://realpython.com/matlab-vs-python/#getting-python-via-anaconda
Getting an Integrated Development Environmenthttps://realpython.com/matlab-vs-python/#getting-an-integrated-development-environment
Spyderhttps://realpython.com/matlab-vs-python/#spyder
JupyterLabhttps://realpython.com/matlab-vs-python/#jupyterlab
Learning About Python’s Mathematical Librarieshttps://realpython.com/matlab-vs-python/#learning-about-pythons-mathematical-libraries
NumPy (Numerical Python)https://realpython.com/matlab-vs-python/#numpy-numerical-python
SciPy (Scientific Python)https://realpython.com/matlab-vs-python/#scipy-scientific-python
Matplotlib (MATLAB-like Plotting Library)https://realpython.com/matlab-vs-python/#matplotlib-matlab-like-plotting-library
Other Important Python Librarieshttps://realpython.com/matlab-vs-python/#other-important-python-libraries
Syntax Differences Between MATLAB® and Pythonhttps://realpython.com/matlab-vs-python/#syntax-differences-between-matlab-and-python
You Will Probably See This Syntaxhttps://realpython.com/matlab-vs-python/#you-will-probably-see-this-syntax
You Will Probably See These, but You Can Learn Them When You Need Tohttps://realpython.com/matlab-vs-python/#you-will-probably-see-these-but-you-can-learn-them-when-you-need-to
You Will Only Need These in Specialized Situationshttps://realpython.com/matlab-vs-python/#you-will-only-need-these-in-specialized-situations
An Overview of Basic Array Operationshttps://realpython.com/matlab-vs-python/#an-overview-of-basic-array-operations
Basic Mathematical Operators Work Element-Wise in NumPyhttps://realpython.com/matlab-vs-python/#basic-mathematical-operators-work-element-wise-in-numpy
One-Dimensional Arrays Are Vectors in NumPyhttps://realpython.com/matlab-vs-python/#one-dimensional-arrays-are-vectors-in-numpy
Creating Arrays Is Very Flexible in NumPyhttps://realpython.com/matlab-vs-python/#creating-arrays-is-very-flexible-in-numpy
The Colon Operator Is Very Powerful in NumPyhttps://realpython.com/matlab-vs-python/#the-colon-operator-is-very-powerful-in-numpy
Array Slices Are Views of Arrays in NumPyhttps://realpython.com/matlab-vs-python/#array-slices-are-views-of-arrays-in-numpy
Tips and Tricks to Make Your Code Pythonichttps://realpython.com/matlab-vs-python/#tips-and-tricks-to-make-your-code-pythonic
You Should Not Use Semicolons to End Lines in Pythonhttps://realpython.com/matlab-vs-python/#you-should-not-use-semicolons-to-end-lines-in-python
You Should Not Import * From a Module in Pythonhttps://realpython.com/matlab-vs-python/#you-should-not-import-from-a-module-in-python
You Should Take Advantage of the Different Data Types in Pythonhttps://realpython.com/matlab-vs-python/#you-should-take-advantage-of-the-different-data-types-in-python
Exceptions Help You Control Program Flow in Pythonhttps://realpython.com/matlab-vs-python/#exceptions-help-you-control-program-flow-in-python
How to Handle Exceptions in Pythonhttps://realpython.com/matlab-vs-python/#how-to-handle-exceptions-in-python
There Is an Official Guide to Writing Good Code in Pythonhttps://realpython.com/matlab-vs-python/#there-is-an-official-guide-to-writing-good-code-in-python
Python Has a Fantastic and Supportive Communityhttps://realpython.com/matlab-vs-python/#python-has-a-fantastic-and-supportive-community
Areas Where You Should Still Use MATLAB®https://realpython.com/matlab-vs-python/#areas-where-you-should-still-use-matlab
Conclusionhttps://realpython.com/matlab-vs-python/#conclusion
Further Readinghttps://realpython.com/matlab-vs-python/#further-reading
Remove adshttps://realpython.com/account/join/
Click here to get access to a free NumPy Resources Guidehttps://realpython.com/bonus/numpy-learning-guide/
https://realpython.com/matlab-vs-python/#matlab-vs-python-comparing-features-and-philosophy
Reddithttps://redditblog.com/2005/12/05/on-lisp/
Dropboxhttps://anvilventures.com/blog/looking-inside-the-box.html
original Google algorithmhttps://stackoverflow.com/questions/2560310/heavy-usage-of-python-at-google/2561008#2561008
Instagramhttps://thenewstack.io/instagram-makes-smooth-move-python-3/
2019 photo of a black holehttps://www.sciencenews.org/article/black-hole-first-picture-event-horizon-telescope
processed in Pythonhttps://github.com/achael/eht-imaging
Netflix use Pythonhttps://medium.com/netflix-techblog/python-at-netflix-86b6028b3b3e
Paul Romerhttps://en.wikipedia.org/wiki/Paul_Romer
Jupyter, Mathematica, and the Future of the Research Paperhttps://paulromer.net/jupyter-mathematica-and-the-future-of-the-research-paper/
Introduction to Python 3https://realpython.com/python-introduction/
Basic Data Types in Pythonhttps://realpython.com/learning-paths/python3-introduction/
Python 3 Basics Learning Pathhttps://realpython.com/learning-paths/python3-introduction/
Arduinohttps://realpython.com/arduino-python/
GNU Octavehttps://www.gnu.org/software/octave/
Remove adshttps://realpython.com/account/join/
https://realpython.com/matlab-vs-python/#setting-up-your-environment-for-python
https://realpython.com/matlab-vs-python/#getting-python-via-anaconda
official Python websitehttps://python.org
Anaconda distributionhttps://anaconda.com
install Anacondahttps://anaconda.com/download
Python 3.8https://realpython.com/python38-new-features/
https://files.realpython.com/media/anaconda-navigator.bff710edb0a0.png
Setting Up Python for Machine Learning on Windowshttps://realpython.com/python-windows-machine-learning-setup/
What Is Pip? A Guide for New Pythonistashttps://realpython.com/what-is-pip/
https://realpython.com/matlab-vs-python/#getting-an-integrated-development-environment
variablehttps://realpython.com/python-variables/
https://realpython.com/matlab-vs-python/#spyder
https://realpython.com/matlab-vs-python/#changing-the-default-window-layout-in-spyder
https://files.realpython.com/media/spyder-default.0ad112e1eb06.png
https://files.realpython.com/media/spyder-matlab-view.c9e6fbfcffe4.png
IPythonhttps://realpython.com/ipython-interactive-python-shell/
https://realpython.com/matlab-vs-python/#running-statements-in-the-console-in-spyder
Zen of Pythonhttps://realpython.com/zen-of-python/
#353https://xkcd.com/353
https://files.realpython.com/media/spyder-variable-explorer.bed4ebb8ed14.png
listshttps://realpython.com/python-lists-tuples/
data structureshttps://realpython.com/python-data-structures/
https://realpython.com/matlab-vs-python/#running-code-in-files-in-spyder
docstringhttps://realpython.com/how-to-write-docstrings-in-python/
a later sectionhttps://realpython.com/matlab-vs-python/#comments-start-with-in-python
https://files.realpython.com/media/spyder-run-settings.784e177e3ab9.png
Python Debugging With pdbhttps://realpython.com/python-debugging-pdb/
https://realpython.com/matlab-vs-python/#summarizing-your-experience-in-spyder
Python Modules and Packages – An Introductionhttps://realpython.com/python-modules-packages/
How to Publish an Open-Source Python Package to PyPIhttps://realpython.com/pypi-publish-python-package/
How to Publish Your Own Python Package to PyPIhttps://realpython.com/courses/how-to-publish-your-own-python-package-pypi/
official documentationhttps://docs.spyder-ide.org/index.html
troubleshooting and FAQ guidehttps://github.com/spyder-ide/spyder/wiki/Troubleshooting-Guide-and-FAQ
Spyder wikihttps://github.com/spyder-ide/spyder/wiki
Remove adshttps://realpython.com/account/join/
https://realpython.com/matlab-vs-python/#jupyterlab
JupyterLabhttps://realpython.com/using-jupyterlab/
https://files.realpython.com/media/jupyterlab-main-window.d9420a33f736.png
blog post announcing the beta releasehttps://blog.jupyter.org/jupyterlab-is-ready-for-users-5a6f039b8906
JupyterLab documentationhttps://jupyterlab.readthedocs.io/en/stable/
Jupyter Notebook: An Introductionhttps://realpython.com/jupyter-notebook-introduction/
Using Jupyter Notebookshttps://realpython.com/courses/using-jupyter-notebooks/
https://realpython.com/matlab-vs-python/#learning-about-pythons-mathematical-libraries
functionshttps://realpython.com/defining-your-own-python-function/
install Pythonhttps://realpython.com/installing-python/
processing PDF fileshttps://realpython.com/creating-modifying-pdf/
optimizationhttps://realpython.com/linear-programming-python/
signal processinghttps://realpython.com/python-scipy-fft/
linear algebrahttps://realpython.com/python-scipy-linalg/
Pandashttps://realpython.com/pandas-python-explore-dataset/
https://realpython.com/matlab-vs-python/#numpy-numerical-python
NumPyhttp://www.numpy.org
SciPyhttps://realpython.com/python-scipy-cluster-optimize/
several articleshttps://realpython.com/tutorials/numpy/
Look Ma, No for Loops: Array Programming With NumPyhttps://realpython.com/numpy-array-programming/
NumPy arange(): How to Use np.arange()https://realpython.com/how-to-use-numpy-arange/
Python Histogram Plotting: NumPy, Matplotlib, Pandas & Seabornhttps://realpython.com/python-histograms/
Remove adshttps://realpython.com/account/join/
https://realpython.com/matlab-vs-python/#scipy-scientific-python
SciPyhttps://docs.scipy.org/doc/scipy/reference/
https://realpython.com/matlab-vs-python/#matplotlib-matlab-like-plotting-library
Matplotlibhttps://matplotlib.org
mplot3dhttps://matplotlib.org/3.1.0/api/toolkits/mplot3d.html
cartopyhttps://scitools.org.uk/cartopy/docs/latest/
Matplotlib documentationhttps://matplotlib.org/3.1.0/thirdpartypackages/index.html
Python Plotting With Matplotlib (Guide)https://realpython.com/python-matplotlib-guide/
Matplotlib Exampleshttps://matplotlib.org/tutorials/introductory/sample_plots.html
Matplotlib Galleryhttps://matplotlib.org/gallery/index.html
https://realpython.com/matlab-vs-python/#other-important-python-libraries
Pandashttps://pandas.pydata.org/
DataFramehttps://realpython.com/pandas-dataframe/
SymPyhttps://www.sympy.org/en/index.html
scikit-learnhttps://scikit-learn.org/stable/index.html
scikit-imagehttps://scikit-image.org/
Tensorflowhttps://www.tensorflow.org/
Kerashttps://keras.io/
multiprocessinghttps://docs.python.org/3/library/multiprocessing.html
Pinthttps://pint.readthedocs.io
PyTableshttp://www.pytables.org/
PyMC3http://docs.pymc.io/
https://realpython.com/matlab-vs-python/#syntax-differences-between-matlab-and-python
https://realpython.com/matlab-vs-python/#you-will-probably-see-this-syntax
https://realpython.com/matlab-vs-python/#comments-start-with-in-python
in a commenthttps://www.mathworks.com/help/matlab/matlab_prog/add-help-for-your-program.html
docstringshttps://www.python.org/dev/peps/pep-0257/
string literalshttps://docs.python.org/3/tutorial/introduction.html#strings
in a later sectionhttps://realpython.com/matlab-vs-python/#function-definitions-start-with-def-and-return-values-in-python
https://realpython.com/matlab-vs-python/#whitespace-at-the-beginning-of-a-line-is-significant-in-python
if statementshttps://realpython.com/python-conditional-statements/
forhttps://realpython.com/python-for-loop/
while loopshttps://realpython.com/python-while-loop/
in a later sectionhttps://realpython.com/matlab-vs-python/#console-output-is-shown-with-print-in-python
PEP 8https://realpython.com/matlab-vs-python/#there-is-an-official-guide-to-writing-good-code-in-python
https://realpython.com/matlab-vs-python/#conditional-statements-use-elif-in-python
conditional statementshttps://www.mathworks.com/help/matlab/ref/if.html
Python documentationhttps://docs.python.org/3/tutorial/controlflow.html#if-statements
https://realpython.com/matlab-vs-python/#calling-functions-and-indexing-sequences-use-different-brackets-in-python
Lists and Tuples in Pythonhttps://realpython.com/python-lists-tuples/
a later sectionhttps://realpython.com/matlab-vs-python/#an-overview-of-basic-array-operations
sum()https://realpython.com/python-sum-function/
https://realpython.com/matlab-vs-python/#the-first-index-in-a-sequence-is-0-in-python
https://realpython.com/matlab-vs-python/#the-last-element-of-a-sequence-has-index-1-in-python
endhttps://www.mathworks.com/help/matlab/ref/end.html
https://realpython.com/matlab-vs-python/#exponentiation-is-done-with-in-python
caret operatorhttps://www.mathworks.com/help/matlab/ref/mpower.html
https://realpython.com/matlab-vs-python/#the-length-of-a-sequence-is-found-with-len-in-python
length()https://www.mathworks.com/help/matlab/ref/length.html
https://realpython.com/matlab-vs-python/#console-output-is-shown-with-print-in-python
f-stringshttps://realpython.com/python-f-strings/
str.format()https://realpython.com/python-formatted-output/
new featurehttps://realpython.com/python38-new-features/#simpler-debugging-with-f-strings
The Ultimate Guide to Python Printhttps://realpython.com/python-print/
Remove adshttps://realpython.com/account/join/
https://realpython.com/matlab-vs-python/#you-will-probably-see-these-but-you-can-learn-them-when-you-need-to
https://realpython.com/matlab-vs-python/#function-definitions-start-with-def-and-return-values-in-python
define a functionhttps://www.mathworks.com/help/matlab/ref/function.html
return statementhttps://realpython.com/python-return-statement/
https://realpython.com/matlab-vs-python/#functions-accept-positional-and-keyword-arguments-in-python
special variable narginhttps://www.mathworks.com/help/matlab/ref/nargin.html
keywordhttps://docs.python.org/3/tutorial/controlflow.html#keyword-arguments
https://realpython.com/matlab-vs-python/#there-are-no-switchcase-blocks-in-python
switch/case blockshttps://www.mathworks.com/help/matlab/ref/switch.html
https://realpython.com/matlab-vs-python/#namespaces-are-one-honking-great-idea-in-python
defined search orderhttps://www.mathworks.com/help/matlab/matlab_prog/function-precedence-order.html
namespaceshttps://realpython.com/python-namespaces-scope/
square root functionhttps://realpython.com/python-square-root-function/
Python Modules and Packages – An Introductionhttps://realpython.com/python-modules-packages/
Python documentationhttps://docs.python.org/3/library/functions.html
https://realpython.com/matlab-vs-python/#the-most-recent-unassigned-result-is-available-as-_-in-python
anshttps://www.mathworks.com/help/matlab/ref/ans.html
underscore characterhttps://realpython.com/python-double-underscore/
a few sectionshttps://realpython.com/matlab-vs-python/#there-are-no-private-properties-or-methods-in-python
https://realpython.com/matlab-vs-python/#anonymous-functions-are-created-with-the-lambda-keyword-in-python
anonymous functionhttps://www.mathworks.com/help/matlab/matlab_prog/anonymous-functions.html
specifically disrecommendshttps://www.python.org/dev/peps/pep-0008/#programming-recommendations
quad() from scipy.integratehttps://docs.scipy.org/doc/scipy/reference/generated/scipy.integrate.quad.html#scipy.integrate.quad
How to Use Python lambda Functionshttps://realpython.com/python-lambda/
How to Use Python Lambda Functionshttps://realpython.com/courses/python-lambda-functions/
Remove adshttps://realpython.com/account/join/
https://realpython.com/matlab-vs-python/#you-will-only-need-these-in-specialized-situations
https://realpython.com/matlab-vs-python/#class-definitions-start-with-class-in-python
class definition in a single filehttps://www.mathworks.com/help/matlab/matlab_oop/create-a-simple-class.html
classdef keywordhttps://www.mathworks.com/help/matlab/ref/classdef.html
create a folder that starts with @https://www.mathworks.com/help/matlab/matlab_oop/methods-in-separate-files.html
classhttps://realpython.com/python-classes/
class keywordhttps://docs.python.org/3/tutorial/classes.html
https://realpython.com/matlab-vs-python/#there-are-no-private-properties-or-methods-in-python
Access optionshttps://www.mathworks.com/help/matlab/matlab_oop/method-attributes.html
class methodhttps://realpython.com/instance-class-and-static-methods-demystified/
using the underscore to retrieve values in the consolehttps://realpython.com/matlab-vs-python/#the-most-recent-unassigned-result-is-available-as-_-in-python
special methodshttps://realpython.com/python-classes/#special-methods-and-protocols
Enriching Your Python Classes With Dunder (Magic, Special) Methodshttps://dbader.org/blog/python-dunder-methods
Object-Oriented Programming in Python vs Javahttps://realpython.com/oop-in-python-vs-java/
https://realpython.com/matlab-vs-python/#a-class-refers-to-itself-as-self-in-python
ordinary methodhttps://www.mathworks.com/help/matlab/matlab_oop/ordinary-methods.html
static methodshttps://www.mathworks.com/help/matlab/matlab_oop/static-methods.html
Python’s Instance, Class, and Static Methods Demystifiedhttps://realpython.com/instance-class-and-static-methods-demystified/
https://realpython.com/matlab-vs-python/#there-is-one-string-type-in-python
Black code formatting libraryhttps://black.readthedocs.io/en/stable/the_black_code_style.html#strings
comments and docstringshttps://realpython.com/matlab-vs-python/#comments-start-with-in-python
Basic Data Types in Pythonhttps://realpython.com/python-data-types/#strings
Strings and Character Data in Pythonhttps://realpython.com/python-strings/
Unicodehttps://realpython.com/python-encodings-guide/
< means thathttps://docs.scipy.org/doc/numpy/reference/arrays.dtypes.html#index-6
little endianhttps://docs.scipy.org/doc/numpy/glossary.html#term-little-endian
of the Unicode typehttps://docs.scipy.org/doc/numpy/reference/arrays.dtypes.html#index-6
in a later sectionhttps://realpython.com/matlab-vs-python/#one-dimensional-arrays-are-vectors-in-numpy
https://realpython.com/matlab-vs-python/#libraries-are-not-automatically-reloaded-in-python
User Module Reloadinghttps://docs.spyder-ide.org/ipythonconsole.html#using-umr-to-reload-changed-modules
autoreloadhttps://ipython.readthedocs.io/en/stable/config/extensions/autoreload.html
Remove adshttps://realpython.com/account/join/
https://realpython.com/matlab-vs-python/#an-overview-of-basic-array-operations
strongly recommendshttps://docs.scipy.org/doc/numpy/user/numpy-for-matlab-users.html#array-or-matrix-which-should-i-use
Look Ma, No for Loops: Array Programming With NumPyhttps://realpython.com/numpy-array-programming/
https://realpython.com/matlab-vs-python/#basic-mathematical-operators-work-element-wise-in-numpy
Remove adshttps://realpython.com/account/join/
https://realpython.com/matlab-vs-python/#one-dimensional-arrays-are-vectors-in-numpy
Remove adshttps://realpython.com/account/join/
https://realpython.com/matlab-vs-python/#creating-arrays-is-very-flexible-in-numpy
equivalent functions between MATLAB and NumPyhttps://docs.scipy.org/doc/numpy/user/numpy-for-matlab-users.html#table-of-rough-matlab-numpy-equivalents
linspace()https://realpython.com/np-linspace-numpy/
logspace()https://docs.scipy.org/doc/numpy/reference/generated/numpy.logspace.html
ones()https://docs.scipy.org/doc/numpy/reference/generated/numpy.ones.html
zeros()https://docs.scipy.org/doc/numpy/reference/generated/numpy.zeros.html#numpy.zeros
in the official documentationhttps://docs.scipy.org/doc/numpy/reference/routines.array-creation.html
arange()https://realpython.com/how-to-use-numpy-arange/
colonhttps://www.mathworks.com/help/matlab/ref/colon.html
use keyword arguments in Pythonhttps://realpython.com/matlab-vs-python/#functions-accept-positional-and-keyword-arguments-in-python
Remove adshttps://realpython.com/account/join/
https://realpython.com/matlab-vs-python/#the-colon-operator-is-very-powerful-in-numpy
saw earlierhttps://realpython.com/matlab-vs-python/#the-last-element-of-a-sequence-has-index-1-in-python
Remove adshttps://realpython.com/account/join/
https://realpython.com/matlab-vs-python/#array-slices-are-views-of-arrays-in-numpy
Memory Management for Functions and Variableshttps://blogs.mathworks.com/loren/2006/05/10/memory-management-for-functions-and-variables/
Internal Matlab memory optimizationshttps://undocumentedmatlab.com/blog/internal-matlab-memory-optimizations
https://realpython.com/matlab-vs-python/#tips-and-tricks-to-make-your-code-pythonic
Write More Pythonic Codehttps://realpython.com/learning-paths/writing-pythonic-code/
https://realpython.com/matlab-vs-python/#you-should-not-use-semicolons-to-end-lines-in-python
https://realpython.com/matlab-vs-python/#you-should-not-import-from-a-module-in-python
previous sectionhttps://realpython.com/matlab-vs-python/#namespaces-are-one-honking-great-idea-in-python
https://realpython.com/matlab-vs-python/#you-should-take-advantage-of-the-different-data-types-in-python
listshttps://realpython.com/python-lists-tuples/
dictionarieshttps://realpython.com/python-dicts/
https://realpython.com/matlab-vs-python/#lists
for loophttps://realpython.com/courses/python-for-loop/
enumerate()https://realpython.com/python-enumerate/
off-by-onehttps://en.wikipedia.org/wiki/Off-by-one_error
fenceposthttps://en.wikipedia.org/wiki/Off-by-one_error#Fencepost_error
Lists and Tuples in Pythonhttps://realpython.com/python-lists-tuples
Python “for” Loops (Definite Iteration)https://realpython.com/python-for-loop
Using List Comprehensions Effectivelyhttps://realpython.com/courses/using-list-comprehensions-effectively
https://realpython.com/matlab-vs-python/#dictionaries
dictionaryhttps://realpython.com/python-dicts/
KeyErrorhttps://realpython.com/python-keyerror/
Dictionaries in Pythonhttps://realpython.com/python-dicts
Python KeyError Exceptions and How to Handle Themhttps://realpython.com/python-keyerror
How to Iterate Through a Dictionary in Pythonhttps://realpython.com/iterate-through-dictionary-python
https://realpython.com/matlab-vs-python/#exceptions-help-you-control-program-flow-in-python
Python Exceptions: An Introductionhttps://realpython.com/python-exceptions/
Understanding Python Tracebackshttps://realpython.com/python-traceback/
https://realpython.com/matlab-vs-python/#nameerror
https://realpython.com/matlab-vs-python/#syntaxerror
Invalid Syntax in Python: Common Reasons for SyntaxErrorhttps://realpython.com/invalid-syntax-python/
https://realpython.com/matlab-vs-python/#keyerror
.get()https://realpython.com/python-dicts/#dgetltkeygt-ltdefaultgt
Python KeyError Exceptions and How to Handle Themhttps://realpython.com/python-keyerror/
https://realpython.com/matlab-vs-python/#indexerror
https://realpython.com/matlab-vs-python/#importerrormodulenotfounderror
https://realpython.com/matlab-vs-python/#typeerrorvalueerror
https://realpython.com/matlab-vs-python/#attributeerror
https://realpython.com/matlab-vs-python/#how-to-handle-exceptions-in-python
MATLAB documentationhttps://www.mathworks.com/help/matlab/ref/try.html
The try and except Block: Handling Exceptionshttps://realpython.com/python-exceptions/#the-try-and-except-block-handling-exceptions
https://realpython.com/matlab-vs-python/#there-is-an-official-guide-to-writing-good-code-in-python
Python websitehttps://www.python.org/dev/peps/pep-0008/
How to Write Beautiful Python Code With PEP 8https://realpython.com/python-pep8/
Idiomatic Python 101https://realpython.com/courses/idiomatic-python-101
talk from PyCon 2015https://realpython.com/must-watch-pycon-talks/#2-beyond-pep-8-best-practices-for-beautiful-intelligible-code
Python packageshttps://realpython.com/python-modules-packages/
Flake8https://flake8.readthedocs.io
Blackhttps://black.readthedocs.io/en/stable/
yapfhttps://github.com/google/yapf
autopep8https://github.com/hhatto/autopep8
https://realpython.com/matlab-vs-python/#python-has-a-fantastic-and-supportive-community
How to Get the Most Out of PyConhttps://realpython.com/pycon-guide
StackOverflowhttps://stackoverflow.com/questions/tagged/python
how to ask a questionhttps://stackoverflow.com/help/how-to-ask
mailing listshttps://www.python.org/community/lists/
comp.lang.pythonhttps://mail.python.org/mailman/listinfo/python-list
python-devhttps://mail.python.org/mailman3/lists/python-dev.python.org/
Learning Pathshttps://realpython.com/learning-paths/
https://realpython.com/matlab-vs-python/#areas-where-you-should-still-use-matlab
https://realpython.com/matlab-vs-python/#conclusion
https://realpython.com/matlab-vs-python/#further-reading
Webinar: Python for MATLAB Users, What You Need to Know (Video)https://www.youtube.com/watch?v=YkCegjtoHFQ
MATLAB To Python Whitepaperhttps://www.enthought.com/wp-content/uploads/Enthought-MATLAB-to-Python-White-Paper.pdf
Matlab vs. Julia vs. Pythonhttps://tobydriscoll.net/blog/matlab-vs.-julia-vs.-python/
Eight Advantages of Python Over MATLABhttps://phillipmfeldman.org/Python/Advantages_of_Python_Over_Matlab.html
10 Reasons Python Rocks for Research (And a Few Reasons it Doesn’t)https://web.archive.org/web/20190403064043/https://www.stat.washington.edu/~hoytak/blog/whypython.html
https://realpython.com/feedback/survey/article/matlab-vs-python/liked/?from=article-footer
https://realpython.com/feedback/survey/article/matlab-vs-python/disliked/?from=article-footer
https://realpython.com/team/bweber/
» More about Bryanhttps://realpython.com/team/bweber/
https://realpython.com/team/asantos/
Aldrenhttps://realpython.com/team/asantos/
https://realpython.com/team/gahjelle/
Geir Arnehttps://realpython.com/team/gahjelle/
https://realpython.com/team/jjablonski/
Joannahttps://realpython.com/team/jjablonski/
Level Up Your Python Skills »https://realpython.com/account/join/?utm_source=rp_article_footer&utm_content=matlab-vs-python
Level Up Your Python Skills »https://realpython.com/account/join/?utm_source=rp_article_footer&utm_content=matlab-vs-python
https://realpython.com/feedback/survey/article/matlab-vs-python/liked/?from=article-comments
https://realpython.com/feedback/survey/article/matlab-vs-python/disliked/?from=article-comments
LinkedInhttps://www.linkedin.com/sharing/share-offsite/?url=https%3A%2F%2Frealpython.com%2Fmatlab-vs-python%2F
Twitterhttps://twitter.com/intent/tweet/?text=Interesting%20Python%20article%20on%20%40realpython%3A%20MATLAB%20vs%20Python%3A%20Why%20and%20How%20to%20Make%20the%20Switch&url=https%3A%2F%2Frealpython.com%2Fmatlab-vs-python%2F
Blueskyhttps://bsky.app/intent/compose?text=Interesting%20Python%20article%20on%20%40realpython.com%3A%20MATLAB%20vs%20Python%3A%20Why%20and%20How%20to%20Make%20the%20Switch%20https%3A%2F%2Frealpython.com%2Fmatlab-vs-python%2F
Facebookhttps://facebook.com/sharer/sharer.php?u=https%3A%2F%2Frealpython.com%2Fmatlab-vs-python%2F
Get tips for asking good questionshttps://realpython.com/python-beginner-tips/#tip-9-ask-good-questions
get answers to common questions in our support portalhttps://support.realpython.com
Real Python Community Chathttps://realpython.com/community/
“Office Hours” Live Q&A Sessionhttps://realpython.com/office-hours/
basicshttps://realpython.com/tutorials/basics/
best-practiceshttps://realpython.com/tutorials/best-practices/
data-sciencehttps://realpython.com/tutorials/data-science/
numpyhttps://realpython.com/tutorials/numpy/
https://realpython.com/account/signup/?intent=continue_reading&utm_source=rp&utm_medium=web&utm_campaign=rwn&utm_content=v1&next=%2Fmatlab-vs-python%2F
Continue »https://realpython.com/account/signup/?intent=continue_reading&utm_source=rp&utm_medium=web&utm_campaign=rwn&utm_content=v1&next=%2Fmatlab-vs-python%2F
Sign-Inhttps://realpython.com/account/login/?next=/matlab-vs-python/
Start Herehttps://realpython.com/start-here/
Learning Resourceshttps://realpython.com/search
Code Mentorhttps://realpython.com/mentor/
Python Referencehttps://realpython.com/ref/
Python Cheat Sheethttps://realpython.com/cheatsheets/python/
Support Centerhttps://support.realpython.com/
Learning Pathshttps://realpython.com/learning-paths/
Quizzes & Exerciseshttps://realpython.com/quizzes/
Browse Topicshttps://realpython.com/tutorials/all/
Live Courseshttps://realpython.com/live/
Bookshttps://realpython.com/books/
Podcasthttps://realpython.com/podcasts/rpp/
Newsletterhttps://realpython.com/newsletter/
Community Chathttps://realpython.com/community/
Office Hourshttps://realpython.com/office-hours/
Learner Storieshttps://realpython.com/learner-stories/
Plans & Pricinghttps://realpython.com/account/join/
Team Planshttps://realpython.com/account/join-team/
For Businesshttps://realpython.com/account/join-team/inquiry/
For Schoolshttps://realpython.com/account/join-team/education-inquiry/
Reviewshttps://realpython.com/learner-stories/
About Ushttps://realpython.com/about/
Teamhttps://realpython.com/team/
Mission & Valueshttps://realpython.com/mission/
Editorial Guidelineshttps://realpython.com/editorial-guidelines/
Sponsorshipshttps://realpython.com/sponsorships/
Careershttps://realpython.workable.com
Press Kithttps://realpython.com/media-kit/
Merchhttps://realpython.com/merch
https://www.youtube.com/realpython
https://x.com/realpython
https://www.linkedin.com/company/realpython-com
https://www.facebook.com/LearnRealPython
https://github.com/realpython/
Privacy Policyhttps://realpython.com/privacy-policy/
Terms of Usehttps://realpython.com/terms/
Securityhttps://realpython.com/security/
Contacthttps://realpython.com/contact/
https://realpython.com/

Viewport: width=device-width, initial-scale=1, shrink-to-fit=no, viewport-fit=cover

Robots: max-image-preview:large


URLs of crawlers that visited me.