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The Top 23 Python Numerical Methods Open Source Projects

Open source projects categorized as Python Numerical Methods
Categories > Mathematics > Numerical Methods
Tf Quant Finance ⭐ 4,031
High-performance TensorFlow library for quantitative finance.
dependent packages 2total releases 30most recent commit 7 months agopypi tf-quant-finance} Downloads
Kratos ⭐ 924
Kratos Multiphysics (A.K.A Kratos) is a framework for building parallel multi-disciplinary simulation software. Modularity, extensibility and HPC are the main objectives. Kratos has BSD license and is written in C++ with extensive Python interface.
dependent packages 34total releases 21most recent commit 3 months agopypi KratosMultiphysics} Downloads
Mpmath ⭐ 904
Python library for arbitrary-precision floating-point arithmetic
dependent packages 385total releases 23most recent commit 25 days agopypi mpmath} Downloads
Probnum ⭐ 407
Probabilistic Numerics in Python.
dependent packages 1total releases 28most recent commit 5 months agopypi probnum} Downloads
Findiff ⭐ 361
Python package for numerical derivatives and partial differential equations in any number of dimensions.
dependent packages 16total releases 33most recent commit 5 months agopypi findiff} Downloads
Pndm ⭐ 244
The official implementation for Pseudo Numerical Methods for Diffusion Models on Manifolds (PNDM, PLMS | ICLR2022)
most recent commit a year ago
Riemann_book ⭐ 215
An interactive book about the Riemann problem for hyperbolic PDEs, using Jupyter notebooks.
most recent commit a year ago
Iheartla ⭐ 192
compilable markdown for linear algebra
most recent commit 6 months ago
Pytda ⭐ 144
Topological Data Analysis in Python
most recent commit 5 years ago
Python Bigdata ⭐ 128
Data science and Big Data with Python
most recent commit 8 months ago
Hpddm ⭐ 123
A framework for high-performance domain decomposition methods.
most recent commit 3 months ago
Csmath 2019 ⭐ 111
This mathematics course is taught for the first year Ph.D. students of computer science and related areas @ZJU
most recent commit 5 years ago
Accupy ⭐ 99
🎯 Accurate sums and dot products for Python.
total releases 13most recent commit 3 years ago
Proteus ⭐ 81
A computational methods and simulation toolkit
total releases 3most recent commit 8 months ago
Numerical Methods Python ⭐ 72
Numerical methods implementation in Python.
most recent commit a year ago
Pybobyqa ⭐ 64
Python-based Derivative-Free Optimization with Bound Constraints
dependent packages 2total releases 8most recent commit a year agopypi Py-BOBYQA} Downloads
Gcmma Mma Python ⭐ 63
Python implementation of the Method of Moving Asymptotes (MMA)
most recent commit 5 months ago
Spfpm ⭐ 62
Package for performing fixed-point, arbitrary-precision arithmetic in Python.
total releases 4most recent commit 5 months ago
Fasterneuraldiffeq ⭐ 52
Code for "'Hey, that's not an ODE:' Faster ODE Adjoints via Seminorms" (ICML 2021)
most recent commit 3 years ago
Nagpythonexamples ⭐ 52
Examples and demos showing how to call functions from the NAG Library for Python
most recent commit 5 months ago
Kanjize ⭐ 51
Easy converter between Kanji-Number and Integer
dependent packages 7total releases 9most recent commit 4 months agopypi kanjize} Downloads
Double_pendulum ⭐ 49
Animations of random double pendulums
most recent commit 6 years ago
Diffgeoops ⭐ 47
Python implementation of the paper "Discrete Differential-Geometry Operators for Triangulated 2-Manifolds" by Meyer et. al. VisMath 2002
most recent commit 9 months ago
The 10 Most Depended On Python Numerical Methods Open Source Projects
Mpmath ⭐ 904
Python library for arbitrary-precision floating-point arithmetic
dependent packages 385total releases 23latest release March 07, 2023most recent commit 25 days agopypi mpmath} Downloads
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 5 months agopypi findiff} Downloads
Num Dual ⭐ 39
Generalized (hyper-) dual numbers in rust
dependent packages 8total releases 14latest release October 20, 2023most recent commit 6 months agocargo num-dual} Downloads
Kanjize ⭐ 51
Easy converter between Kanji-Number and Integer
dependent packages 7total releases 9latest release August 12, 2023most recent commit 4 months agopypi kanjize} Downloads
Dfols ⭐ 36
Python-based Derivative-Free Optimizer for Least-Squares
dependent packages 3total releases 10latest release November 08, 2021most recent commit 3 months agopypi DFO-LS} Downloads
Pybobyqa ⭐ 64
Python-based Derivative-Free Optimization with Bound Constraints
dependent packages 2total releases 8latest release April 14, 2021most recent commit a year agopypi Py-BOBYQA} Downloads
Tf Quant Finance ⭐ 4,031
High-performance TensorFlow library for quantitative finance.
dependent packages 2total releases 30latest release August 19, 2022most recent commit 7 months agopypi tf-quant-finance} Downloads
Qnm ⭐ 20
Python package for computing Kerr quasinormal mode frequencies, separation constants, and spherical-spheroidal mixing coefficients
dependent packages 2total releases 17latest release December 22, 2019most recent commit 2 years agopypi qnm} Downloads
Pyroots ⭐ 6
Pure python solvers for single-variable equations.
dependent packages 1total releases 5latest release June 17, 2020most recent commit 4 years agopypi pyroots} Downloads
The 10 Latest Releases In Python Numerical Methods Open Source Projects
Num Dual ⭐ 39
Generalized (hyper-) dual numbers in rust
dependent packages 8total releases 14latest release October 20, 2023most recent commit 6 months agocargo num-dual} Downloads
Graphflow ⭐ 8
Algorithms for Graph Flow Analysis
total releases 18latest release August 18, 2023most recent commit 3 months ago
Kanjize ⭐ 51
Easy converter between Kanji-Number and Integer
dependent packages 7total releases 9latest release August 12, 2023most recent commit 4 months agopypi kanjize} Downloads
Probnum ⭐ 407
Probabilistic Numerics in Python.
dependent packages 1total releases 28latest release April 03, 2023most recent commit 5 months agopypi probnum} Downloads
Mpmath ⭐ 904
Python library for arbitrary-precision floating-point arithmetic
dependent packages 385total releases 23latest release March 07, 2023most recent commit 25 days agopypi mpmath} Downloads
Pararealml ⭐ 19
A machine learning boosted parallel-in-time differential equation solver framework.
total releases 3latest release January 08, 2023most recent commit a year ago
Tf Quant Finance ⭐ 4,031
High-performance TensorFlow library for quantitative finance.
dependent packages 2total releases 30latest release August 19, 2022most recent commit 7 months agopypi tf-quant-finance} Downloads
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 5 months agopypi findiff} Downloads
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