1.1 Introduction to SymPy
SymPy is the python library support for Symbolic Mathematics. https://www.sympy.org/ is the official page of SymPy. Main objective of the SymPy is to provide support for Algebric Compuation in Python…...
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Solving Mathematical Problems in Python with SymPy
I was working through Advent of Code problems, and came across a problem that I was really struggling to solve. The objective was to determine the initial coordinates and velocity of a rock which woul...
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SymPy: Symbolic Computation in Python
Have you ever wished to solve a math equation in Python? Wouldn’t it be nice if we could solve an algebraic equation like below in one line of code The real power of SymPy is its ability to work with…...
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Converting Python To LaTeX Has Possibly Never Been So Simple
If you want to display python code and its output as LaTeX, try latexify_py. With this, you can print python code as a LaTeX expression and make your code more interpretable. What’s more, it can also ...
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This article was written on Jupyter Notebook
For the longest time, I’ve kept notes locally on Apple Pages. To that end, I have no complaints. Pages is an amazing piece of software that allows you to quickly produce high quality documents (with…
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Ready to Brush Up on Your Python Skills?
Python — a 30-year-old programming language — remains one of data science’s greatest common denominators. Judging by the number of tutorials and deep dives we publish daily on its functions, quirks…
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Python 101: Episode #20 - The sys module
In this screencast, you will learn the basics of Python's sys module from the standard library. You can also read the chapter this screencast is based on here or on Leanpub Check out the entire Python...
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Introducing PyDicom, its Classes, Methods, and Attributes.
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Automated Web Scraping using BeautifulSoup for Dummies (FREE Python Code)
After struggling a bit by myself, I decided to create a tutorial for dummies like me, with complete Python code in Jupyter Notebook. Any Jupyter Notebook fan here? 👐 This tutorial was inspired by…
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Minimization With Constraints Using Python’s SymPy
This is part 2 of my “replacing pencil & paper calculations by Python” series, where I try to solve typical (college) math homework problems using Python packages like SymPy. Today, I will apply…
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SciPy and NumPy
SciPy is an umbrella project for many open source data analysis libraries such as NumPy, pandas and Matplotlib.
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A Quick Guide to Symbolic Mathematics with SymPy
Whether you are a student in university or working in data science, there is no way around mathematics. One might even say that data science is (simplistically put) a form of applied…
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Python Numpy Library for Data Analysis
Section 1: Introduction to NumPy 1.1 What is NumPy? NumPy, short for Numerical Python, is an open-source library that facilitates numerical operations on large, multi-dimensional arrays and matrices. ...
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Python Virtual Environment
A Comprehensive Guide Continue reading on Python in Plain English
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Web Scraping with Python? Easy!
Unlocking the Power of Python for Web Scraping: A Beginner’s Guide Web scraping is the process of automatically extracting data from websites. It is a powerful tool that allows you to extract large a...
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Sourcery: A Free Tool for Better Python Code!
Image to accompany the article. An image of an expression grand wizard and witch making computer code. Python is a popular programming language for its simplicity and versatility. However, even experi...
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JupyterLab 2.0
A few days ago, I wrote a story Are you still using JupyterLab? and I got an amazing response. Readers pointed me to various new IDEs that are being developed for Data Science, but one of them stood…
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Python Numpy Library: A Comprehensive Guide for Data Analysis
Section 1: Introduction to NumPy 1.1 What is NumPy? NumPy, short for Numerical Python, is an open-source library that facilitates numerical operations on large, multi-dimensional arrays and matrices. ...
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Get Involved With SciPy!
You might have looked through some of the technical documentation and user guides. You might even have an opinion of the documentation… But have you given any thought to actually getting involved and…...
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CGI Programming with Python
CGI stands for common gateway interface, which is used to communicate between the backend program and the frontend. Mainly the CGI scripts are invoked by an HTML form. cgi.FieldStorage is used to…
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Web Scraping with Python Made Easy
Beautiful Soup is a Python library that facilitate scraping information from a website. In this post, I would like to show you some of the basics for you to start scraping website by your own. We…
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Which Python Web Scraping Package Is The Best?
2022, another year, another side hustle. Why not code your own this time? Continue reading on Towards AI
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Don't do it in Python
Hey, it’s so ridiculously obvious, like a band called The Band that sings, ‘Don’t do it! All signal is to you. Stop this bad code. Continue reading on Python in Plain English
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