The Top 23 Python Equation Open Source Projects

Open source projects categorized as Python Equation

Categories > Mathematics > Equation

Categories > Programming Languages > Python

Cfdpython ⭐ 2,866

A sequence of Jupyter notebooks featuring the "12 Steps to Navier-Stokes" http://lorenabarba.com/

most recent commit 9 months ago

Ml Glossary ⭐ 2,710

Machine learning glossary

most recent commit a year ago

Differentialequations.jl ⭐ 2,689

Multi-language suite for high-performance solvers of differential equations and scientific machine learning (SciML) components. Ordinary differential equations (ODEs), stochastic differential equations (SDEs), delay differential equations (DDEs), differential-algebraic equations (DAEs), and more in Julia.

most recent commit 3 months ago

Deepxde ⭐ 2,135

A library for scientific machine learning and physics-informed learning

dependent packages 3total releases 61most recent commit 3 months ago

Pysr ⭐ 1,580

High-Performance Symbolic Regression in Python and Julia

total releases 165most recent commit 3 months ago

Torchsde ⭐ 1,357

Differentiable SDE solvers with GPU support and efficient sensitivity analysis.

dependent packages 10total releases 2most recent commit 7 months ago

Geneticalgorithmswithpython ⭐ 1,028

source code from the book Genetic Algorithms with Python by Clinton Sheppard

most recent commit 2 years ago

Pypsa ⭐ 995

PyPSA: Python for Power System Analysis

dependent packages 14total releases 48most recent commit 3 months ago

Mathtranslate ⭐ 913

translate scientific papers in latex

total releases 50most recent commit 3 months ago

Readme2tex ⭐ 821

Renders TeXy Math for Github Readmes

dependent packages 1total releases 5most recent commit 3 years ago

Scimltutorials.jl ⭐ 698

Tutorials for doing scientific machine learning (SciML) and high-performance differential equation solving with open source software.

most recent commit 7 months ago

Sfepy ⭐ 655

Main SfePy repository

total releases 24most recent commit 3 months ago

Mealpy ⭐ 638

A Collection Of The State-of-the-art Metaheuristic Algorithms In Python (Metaheuristic/Optimizer/Nature-inspired/Biology)

dependent packages 10total releases 59most recent commit 3 months ago

Mathgenerator ⭐ 623

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.

dependent packages 2total releases 2most recent commit 3 months ago

Audiolazy ⭐ 604

Expressive Digital Signal Processing (DSP) package for Python

total releases 6most recent commit 2 years ago

Ai Feynman ⭐ 542

most recent commit 6 months ago

Symbolic_deep_learning ⭐ 520

Code for "Discovering Symbolic Models from Deep Learning with Inductive Biases"

most recent commit 2 years ago

Gekko ⭐ 514

GEKKO Python for Machine Learning and Dynamic Optimization

dependent packages 13total releases 64most recent commit 3 months ago

Chempy ⭐ 466

⚗ A package useful for chemistry written in Python

dependent packages 7total releases 55most recent commit 7 months ago

Diffeqpy ⭐ 456

Solving differential equations in Python using DifferentialEquations.jl and the SciML Scientific Machine Learning organization

dependent packages 2total releases 12most recent commit 4 months ago

Dedalus ⭐ 400

A flexible framework for solving PDEs with modern spectral methods.

most recent commit 3 months ago

Pinns ⭐ 387

Physics Informed Deep Learning: Data-driven Solutions and Discovery of Nonlinear Partial Differential Equations

most recent commit 4 years ago

Fdtd ⭐ 375

A 3D electromagnetic FDTD simulator written in Python with optional GPU support

dependent packages 1total releases 16most recent commit 4 months ago

The 10 Most Depended On Python Equation Open Source Projects

Gsw Python ⭐ 133

Python implementation of TEOS-10 GSW based on ufunc wrappers of GSW-C

dependent packages 30total releases 16latest release June 22, 2023most recent commit 3 months ago

Findiff ⭐ 361

Python package for numerical derivatives and partial differential equations in any number of dimensions.

dependent packages 16total releases 33latest release August 11, 2022most recent commit 4 months ago

Pypsa ⭐ 995

PyPSA: Python for Power System Analysis

dependent packages 14total releases 48latest release December 04, 2023most recent commit 3 months ago

Gekko ⭐ 514

GEKKO Python for Machine Learning and Dynamic Optimization

dependent packages 13total releases 64latest release January 24, 2023most recent commit 3 months ago

Mathparse ⭐ 36

A Python library for evaluating natural language mathematical equations

dependent packages 12total releases 3latest release September 22, 2018most recent commit 3 years ago

Mealpy ⭐ 638

A Collection Of The State-of-the-art Metaheuristic Algorithms In Python (Metaheuristic/Optimizer/Nature-inspired/Biology)

dependent packages 10total releases 59latest release November 05, 2023most recent commit 3 months ago

Torchsde ⭐ 1,357

Differentiable SDE solvers with GPU support and efficient sensitivity analysis.

dependent packages 10total releases 2latest release September 26, 2023most recent commit 7 months ago

Pandoc Xnos ⭐ 42

Library code for pandoc-fignos/eqnos/tablenos/secnos.

dependent packages 7total releases 43latest release November 10, 2020most recent commit 3 years ago

Chempy ⭐ 466

⚗ A package useful for chemistry written in Python

dependent packages 7total releases 55latest release September 18, 2021most recent commit 7 months ago

Jitcdde ⭐ 51

Just-in-time compilation for delay differential equations

dependent packages 5total releases 18latest release March 05, 2022most recent commit 8 months ago

The 10 Latest Releases In Python Equation Open Source Projects

Diffeqpy ⭐ 456

Solving differential equations in Python using DifferentialEquations.jl and the SciML Scientific Machine Learning organization

dependent packages 2total releases 12latest release December 10, 2023most recent commit 4 months ago

Fdtd ⭐ 375

A 3D electromagnetic FDTD simulator written in Python with optional GPU support

dependent packages 1total releases 16latest release December 07, 2023most recent commit 4 months ago

Rapidlatexocr ⭐ 162

Convert images of formula into LaTeX code based on ONNXRuntime.

total releases 4latest release December 07, 2023most recent commit 4 months ago

Pypsa ⭐ 995

PyPSA: Python for Power System Analysis

dependent packages 14total releases 48latest release December 04, 2023most recent commit 3 months ago

Opty ⭐ 78

A library for using direct collocation in the optimization of dynamic systems.

total releases 6latest release November 28, 2023most recent commit 5 months ago

Pyndl ⭐ 11

pyndl implements a Naive discriminative learning which is a learning and classification models based on the Rescorla-Wagner equations in python3.

dependent packages 1total releases 30latest release November 28, 2023most recent commit 5 months ago

Py Pde ⭐ 353

Python package for solving partial differential equations using finite differences.

dependent packages 2total releases 101latest release November 26, 2023most recent commit 3 months ago

Nestml ⭐ 41

A domain specific language for neuron and synapse models in spiking neural network simulation

dependent packages 1total releases 15latest release November 17, 2023most recent commit 4 months ago

Shenfun ⭐ 167

High performance computational platform in Python for the spectral Galerkin method

total releases 46latest release November 08, 2023most recent commit 5 months ago

Mealpy ⭐ 638

A Collection Of The State-of-the-art Metaheuristic Algorithms In Python (Metaheuristic/Optimizer/Nature-inspired/Biology)

dependent packages 10total releases 59latest release November 05, 2023most recent commit 3 months ago

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