SymPy VS NumPy

Compare SymPy vs NumPy and see what are their differences.

SymPy

A computer algebra system written in pure Python (by sympy)

NumPy

The fundamental package for scientific computing with Python. (by numpy)
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SymPy NumPy
33 272
12,008 26,083
1.7% 2.1%
10.0 10.0
about 9 hours ago 7 days ago
Python Python
GNU General Public License v3.0 or later GNU General Public License v3.0 or later
The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.

SymPy

Posts with mentions or reviews of SymPy. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2024-02-28.

NumPy

Posts with mentions or reviews of NumPy. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2024-03-20.

What are some alternatives?

When comparing SymPy and NumPy you can also consider the following projects:

SciPy - SciPy library main repository

Pandas - Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more

Numba - NumPy aware dynamic Python compiler using LLVM

NetworkX - Network Analysis in Python

blaze - NumPy and Pandas interface to Big Data

ti84-forth - A Forth implementation for the TI-84+ calculator.

Ndless - The TI-Nspire calculator extension for native applications

Nim - Nim is a statically typed compiled systems programming language. It combines successful concepts from mature languages like Python, Ada and Modula. Its design focuses on efficiency, expressiveness, and elegance (in that order of priority).

manim - Animation engine for explanatory math videos