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The Top 23 Numerical Methods Open Source Projects

Open source projects categorized as 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
Gophernotes ⭐ 3,766
The Go kernel for Jupyter notebooks and nteract.
dependent packages 1total releases 22most recent commit 6 months ago
Scimlbook ⭐ 1,722
Parallel Computing and Scientific Machine Learning (SciML): Methods and Applications (MIT 18.337J/6.338J)
most recent commit 5 months ago
Torchdyn ⭐ 1,187
A PyTorch library entirely dedicated to neural differential equations, implicit models and related numerical methods
dependent packages 1total releases 14most recent commit 4 months agopypi torchdyn} 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
Stdlib ⭐ 910
Fortran Standard Library
total releases 3most recent commit 4 months ago
Mpmath ⭐ 904
Python library for arbitrary-precision floating-point arithmetic
dependent packages 385total releases 23most recent commit a month agopypi mpmath} Downloads
Herbie ⭐ 719
Optimize floating-point expressions for accuracy
most recent commit a month ago
Gridap.jl ⭐ 618
Grid-based approximation of partial differential equations in Julia
most recent commit 4 months ago
Numerical Mooc ⭐ 603
A course in numerical methods with Python for engineers and scientists: currently 5 learning modules, with student assignments.
most recent commit 4 years ago
Stats ⭐ 441
A C++ header-only library of statistical distribution functions.
most recent commit a year ago
Probnum ⭐ 407
Probabilistic Numerics in Python.
dependent packages 1total releases 28most recent commit 5 months agopypi probnum} Downloads
Compecon2020 ⭐ 370
Computational Economics Course 2020 by Kenneth Judd
most recent commit 2 years ago
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
Numerical Analysis Examples ⭐ 350
Numerical Analysis Implementations in Various Languages
most recent commit a year ago
Calcpad ⭐ 252
Free and open source software for mathematical and engineering calculations.
most recent commit 4 months ago
Pndm ⭐ 244
The official implementation for Pseudo Numerical Methods for Diffusion Models on Manifolds (PNDM, PLMS | ICLR2022)
most recent commit a year ago
Pydens ⭐ 242
PyDEns is a framework for solving Ordinary and Partial Differential Equations (ODEs & PDEs) using neural networks
total releases 5most recent commit a year ago
Markov ⭐ 234
Materials for book: "Markov Chains for programmers"
most recent commit 2 years 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
Scilean ⭐ 179
Scientific computing in Lean 4
most recent commit 4 months ago
Polymath ⭐ 166
Scientific Computing with Pharo
most recent commit 4 months ago
The 10 Most Depended On 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 a month agopypi mpmath} Downloads
Lapack ⭐ 68
A LAPACK implementation for Go [DEPRECATED]
dependent packages 110total releases 1latest release November 23, 2018most recent commit 5 years 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 5 months agopypi findiff} Downloads
Rcppnumerical ⭐ 53
Rcpp Integration for Numerical Computing Libraries
dependent packages 10total releases 7latest release February 26, 2023most recent commit 8 months ago
Num Dual ⭐ 39
Generalized (hyper-) dual numbers in rust
dependent packages 8total releases 14latest release October 20, 2023most recent commit 7 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 5 months agopypi kanjize} Downloads
Mir Lapack ⭐ 11
NDSLICE wrapper for LAPACK
dependent packages 3total releases 31latest release November 28, 2023most recent commit 5 months agodub mir-lapack} 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
Lubeck ⭐ 62
High level linear algebra library for Dlang
dependent packages 3total releases 38latest release July 24, 2023most recent commit 9 months agodub lubeck} Downloads
The 10 Latest Releases In Numerical Methods Open Source Projects
Mir Lapack ⭐ 11
NDSLICE wrapper for LAPACK
dependent packages 3total releases 31latest release November 28, 2023most recent commit 5 months agodub mir-lapack} Downloads
Ngstrefftz ⭐ 14
Add-On to NGSolve for Trefftz methods
total releases 27latest release November 27, 2023most recent commit 3 months ago
Gomez ⭐ 34
Framework and implementation for mathematical optimization and solving non-linear systems of equations.
dependent packages 1total releases 10latest release November 22, 2023most recent commit 6 months agocargo gomez} Downloads
Num Dual ⭐ 39
Generalized (hyper-) dual numbers in rust
dependent packages 8total releases 14latest release October 20, 2023most recent commit 7 months agocargo num-dual} Downloads
Maja ⭐ 11
A slick numerics-oriented Mathematical library for Java
total releases 18latest release October 12, 2023most recent commit 4 months ago
Torchdyn ⭐ 1,187
A PyTorch library entirely dedicated to neural differential equations, implicit models and related numerical methods
dependent packages 1total releases 14latest release September 01, 2023most recent commit 4 months agopypi torchdyn} Downloads
Graphflow ⭐ 8
Algorithms for Graph Flow Analysis
total releases 18latest release August 18, 2023most recent commit 4 months ago
Kanjize ⭐ 51
Easy converter between Kanji-Number and Integer
dependent packages 7total releases 9latest release August 12, 2023most recent commit 5 months agopypi kanjize} Downloads
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