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Top 23 Python Math Projects
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manim
A community-maintained Python framework for creating mathematical animations. (by ManimCommunity)
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InfluxDB
Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.
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mathgenerator
A math problem generator, created for the purpose of giving self-studying students and teaching organizations the means to easily get access to high-quality, generated math problems to suit their needs.
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GAS
Generative Art Synthesizer - a python program that generates python programs that generates generative art
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Ultimate-Calculator
This is an incredibly powerful calculator and converter that is capable of many useful day-to-day functions that typical calculators cannot perform.
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NEAT-Car-Racing
NeuroEvolution of Augmenting Topologies meets Car Racing. Alternative description: AI go nyoom
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Project mention: AutoCodeRover resolves 22% of real-world GitHub in SWE-bench lite | news.ycombinator.com | 2024-04-09Thank you for your interest. There are some interesting examples in the SWE-bench-lite benchmark which are resolved by AutoCodeRover:
- From sympy: https://github.com/sympy/sympy/issues/13643. AutoCodeRover's patch for it: https://github.com/nus-apr/auto-code-rover/blob/main/results...
- Another one from scikit-learn: https://github.com/scikit-learn/scikit-learn/issues/13070. AutoCodeRover's patch (https://github.com/nus-apr/auto-code-rover/blob/main/results...) modified a few lines below (compared to the developer patch) and wrote a different comment.
There are more examples in the results directory (https://github.com/nus-apr/auto-code-rover/tree/main/results).
I use a serif typeface; Libertinus is a particularly nice-looking and legible font.
Project mention: Jr high/HS tutor looking for an infinte problem generator for specific cases, including simple 'sub' skills of operations (ID the slope or Y intercept, negative exponent conversion, etc). | /r/learnmath | 2023-07-01Are you familiar with https://github.com/lukew3/mathgenerator
numpy-quaternion is a neat little C extension for Python that adds support for quaternions to NumPy. I haven't seen it use SIMD or GPGPU in a quick look through its source.
I would also recommend only really using the nVim setup from your links if you really like Vim. IMO VSCode is much easier and feature-rich for LaTeX, not to mention the deep language support for everything else. Here is a setup in VSCode that contains some other tools that you may not need, but it works very well for the needs of myself and some of my collaborators.
Project mention: PyRGG 1.4 Released: A Random Graph Generator in Python | /r/SideProject | 2023-07-07
Python Math related posts
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A Rigorous Derivation of the Bubble Sort Curve
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3Blue1Brown: Visualizing Attention, a Transformer's Heart
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AutoCodeRover resolves 22% of real-world GitHub in SWE-bench lite
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This Week In Python
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RustQuant: A Library for Quantitative Finance
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Matrix Cookbook examples using SymPy
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I'm new to try manim and it met some questions TypeError: __init__() got an unexpected keyword argument 'line_join'
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A note from our sponsor - SaaSHub
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Index
What are some of the best open-source Math projects in Python? This list will help you:
Project | Stars | |
---|---|---|
1 | manim | 18,854 |
2 | SymPy | 12,384 |
3 | mlcourse.ai | 9,400 |
4 | libertinus | 896 |
5 | math | 713 |
6 | mathgenerator | 669 |
7 | quaternion | 591 |
8 | VSCode-LaTeX-Inkscape | 282 |
9 | pyrgg | 202 |
10 | IKBT | 168 |
11 | Blender_ParadoxToolkit | 162 |
12 | libmaths | 75 |
13 | GAS | 52 |
14 | Ultimate-Calculator | 44 |
15 | manim-projects | 34 |
16 | isosurfaces | 25 |
17 | intro-manim | 10 |
18 | dragon-curve | 9 |
19 | Particle-life | 9 |
20 | NEAT-Car-Racing | 7 |
21 | misc | 7 |
22 | Brian-Beckman-phors-Implementation | 6 |
23 | UltimateMathFlashCards | 6 |
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