Topic: numerical-methods Goto Github

👇 Here are 2159 public repositories matching this topic...

analysiscenter / pydens
numerical-methods,PyDEns is a framework for solving Ordinary and Partial Differential Equations (ODEs & PDEs) using neural networks
Organization: analysiscenter
deep-learning neural-networks partial-differential-equations numerical-methods differential-equations solving-pdes ode ode-solver pde-solver

cfgnunes / numerical-methods-python
numerical-methods,Numerical methods implementation in Python.
User: cfgnunes
numerical-methods runge-kutta differential-equations linear-systems newton taylor python numerical-analysis

chfenger / gonum
numerical-methods,开源Go语言数值算法库(An open numerical library purely based on Go programming language)
User: chfenger
go numerical matrix fitting integral interpolation linear-equations ode-solver pde-solver mathematics

clawpack / riemann_book
numerical-methods,An interactive book about the Riemann problem for hyperbolic PDEs, using Jupyter notebooks.
Organization: clawpack
riemann-solver python jupyter-notebook book hyperbolic-equations partial-differential-equations mathematics numerical-methods

czekster / markov
numerical-methods,Materials for book: "Markov Chains for programmers"
User: czekster
Home Page: https://czekster.github.io/markov/
markov-chain simulation numerical-methods programming-challenges

datahaskell / dh-core
numerical-methods,Functional data science
Organization: datahaskell
data-analysis data-mining data-science dataframes datahaskell datasets machine-learning numerical-methods

diffeqml / diffeqml-research
numerical-methods,This repository contains code released by DiffEqML Research
Organization: diffeqml
deep-learning neural-differential-equations dynamical-systems numerical-methods control research

diffeqml / torchdyn
numerical-methods,A PyTorch library entirely dedicated to neural differential equations, implicit models and related numerical methods
Organization: diffeqml
Home Page: https://torchdyn.org
deep-learning neural-network neural-differential-equations pytorch dynamical-systems deep-equilibrium-models implicit-models control-theory neural-ode numerical-methods

dingran / quant-notes
numerical-methods,Quantitative Interview Preparation Guide, updated version here ==>
User: dingran
Home Page: https://www.dingran.me/quantitative-interview-preparation-guide/
quantitative-finance interview-questions calculus linear-algebra probability statistics coding-interviews numerical-methods optimization finance

ergenekonyigit / numerical-analysis-examples
numerical-methods,Numerical Analysis Implementations in Various Languages
User: ergenekonyigit
numerical-methods numerical-analysis examples

fortran-foss-programmers / foodie
numerical-methods,Fortran Object-Oriented Differential-equations Integration Environment, FOODIE
Organization: fortran-foss-programmers
differential-equations fortran integration numerical-methods ode oop runge-kutta-formulas

fortran-lang / stdlib
numerical-methods,Fortran Standard Library
Organization: fortran-lang
Home Page: https://stdlib.fortran-lang.org
fortran stdlib fortran-stdlib fortran-library strings hash numpy quadrature rng sorting

gagolews / deepr
numerical-methods,Deep R Programming (Open-Access Textbook)
User: gagolews
Home Page: https://deepr.gagolewski.com/
cran data-frame data-science evaluation functional-programming graphics matrix-calculations numerical-methods numerical-simulations r scientific-computing scientific-visualization statistics statistics-for-data-science statistics-for-engineering tensor vector vectorization

gonum / lapack
numerical-methods,A LAPACK implementation for Go [DEPRECATED]
Organization: gonum
go lapack openblas native-go blas cgo linear-algebra numerical-methods

google / tf-quant-finance
numerical-methods,High-performance TensorFlow library for quantitative finance.
Organization: google
tensorflow quantitative-finance python finance numerical-methods numerical-optimization numerical-integration high-performance high-performance-computing gpu

gopherdata / gophernotes
numerical-methods,The Go kernel for Jupyter notebooks and nteract.
Organization: gopherdata
go golang jupyter jupyter-notebook kernel gophernotes zeromq nteract data-science machine-learning

gridap / gridap.jl
numerical-methods,Grid-based approximation of partial differential equations in Julia
Organization: gridap
julia pdes partial-differential-equations finite-elements numerical-methods gridap

herbie-fp / herbie
numerical-methods,Optimize floating-point expressions for accuracy
Organization: herbie-fp
Home Page: https://herbie.uwplse.org
herbie racket floating-point numerical-methods developer-tools synthesis

hpddm / hpddm
numerical-methods,A framework for high-performance domain decomposition methods.
Organization: hpddm
c c-plus-plus domain-decomposition fortran freefem linear-algebra numerical-methods petsc preconditioners python

iheartla / iheartla
numerical-methods,compilable markdown for linear algebra
Organization: iheartla
Home Page: https://iheartla.github.io/
compiler dsl python cpp latex matlab numerical-methods scientific-computing

jambo6 / neuralrdes
numerical-methods,Code for: "Neural Rough Differential Equations for Long Time Series", (ICML 2021)
User: jambo6
time-series time-series-analysis machine-learning pytorch deep-learning signatures neural-cdes controlled-differential-equations numerical-methods rough-paths

kaleidicassociates / lubeck
numerical-methods,High level linear algebra library for Dlang
Organization: kaleidicassociates
Home Page: http://lubeck.libmir.org/
dlang linear-algebra ndslice numerical-methods matlab octave quantitative-finance big-data numpy native-code

kratosmultiphysics / kratos
numerical-methods,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.
Organization: kratosmultiphysics
Home Page: https://kratosmultiphysics.github.io/Kratos/
kratos fem dem parallel-computing openmp numerical-methods c-plus-plus python multi-platform bsd-license multiphysics mpi kratos-multiphysics

kthohr / stats
numerical-methods,A C++ header-only library of statistical distribution functions.
User: kthohr
Home Page: https://statslib.readthedocs.io/en/latest/
stats cpp constexpr numerical-methods probability distributions statistics armadillo cpp11 armadillo-library

lecopivo / scilean
numerical-methods,Scientific computing in Lean 4
User: lecopivo
lean4 scientific-computing numerical-methods symbolic-computation

luping-liu / pndm
numerical-methods,The official implementation for Pseudo Numerical Methods for Diffusion Models on Manifolds (PNDM, PLMS | ICLR2022)
User: luping-liu
Home Page: https://arxiv.org/abs/2202.09778
diffusion-models numerical-methods generative-models pytorch

maroba / findiff
numerical-methods,Python package for numerical derivatives and partial differential equations in any number of dimensions.
User: maroba
scientific-computing numerical-methods derivative finite-difference-coefficients finite-difference finite-differences pde partial-differential-equations

matmechlab / asfem
numerical-methods,Advanced Simulation kit based on Finite Element Method (AsFem)
Organization: matmechlab
Home Page: https://matmechlab.github.io/AsFem
finite-elements finite-element-analysis numerical-methods mechanics beginner-code newton-raphson nonlinear sparse-matrix phasefield cahnhilliard

mpmath / mpmath
numerical-methods,Python library for arbitrary-precision floating-point arithmetic
Organization: mpmath
Home Page: http://mpmath.org
python arbitrary-precision multiprecision floating-point special-functions numerical-integration numerical-methods plotting complex-numbers ordinary-differential-equations

narimiran / double_pendulum
numerical-methods,Animations of random double pendulums
User: narimiran
Home Page: https://twitter.com/pendulum_bot
numpy matplotlib animation numerics numerical-methods differential-equations twitter twitter-bot python

numericalalgorithmsgroup / pybobyqa
numerical-methods,Python-based Derivative-Free Optimization with Bound Constraints
Organization: numericalalgorithmsgroup
Home Page: https://numericalalgorithmsgroup.github.io/pybobyqa/
optimization optimization-algorithms nonlinear-optimization python scientific-computing numerical-methods numerical-analysis numerical-optimization

ocramz / sparse-linear-algebra
numerical-methods,Numerical computation in native Haskell
User: ocramz
linear-algebra sparse-linear-systems sparse-data matrix sparse-systems numerical-methods iterative-methods linear-systems numerical-calculations matrix-transpose

parsiad / mlinterp
numerical-methods,Fast arbitrary dimension linear interpolation in C++
User: parsiad
Home Page: https://parsiad.ca/mlinterp
numerical-methods numerical-analysis interpolation cpp c-plus-plus

patrick-kidger / fasterneuraldiffeq
numerical-methods,Code for "'Hey, that's not an ODE:' Faster ODE Adjoints via Seminorms" (ICML 2021)
User: patrick-kidger
deep-neural-networks deep-learning pytorch dynamical-systems differential-equations ordinary-differential-equations controlled-differential-equations neural-differential-equations numerical-methods numerical-analysis

petrkryslucsd / finetools.jl
numerical-methods,Finite Element tools in Julia
User: petrkryslucsd
Home Page: https://petrkryslucsd.github.io/FinEtools.jl/latest
julia finite-elements numerical-methods partial-differential-equations finite-element-methods

phelps-sg / python-bigdata
numerical-methods,Data science and Big Data with Python
User: phelps-sg
data-science python hbase numpy numerical-methods notebook-jupyter spark map-reduce

planelles20 / numerical-methods-fortran
numerical-methods,Solving linear, nonlinear equations, ordinary differential equations, ... using numerical methods in fortran
User: planelles20
ordinary-differential-equations linear-equations fortran integral ode nonlinear-equations numerical-methods sde stochastic-differential-equations plot-fortran

polymathorg / polymath
numerical-methods,Scientific Computing with Pharo
Organization: polymathorg
mathematics numerical-methods pharo pharo-smalltalk smalltalk

probabilistic-numerics / probnum
numerical-methods,Probabilistic Numerics in Python.
Organization: probabilistic-numerics
Home Page: http://probnum.org
probabilistic-numerics machine-learning numerical-methods

proektsoftbg / calcpad
numerical-methods,Free and open source software for mathematical and engineering calculations.
User: proektsoftbg
Home Page: https://calcpad.eu
mathematics engineering structural numerical-methods units-of-measurement calculations programming-language interpreter

reamat / calculonumerico
numerical-methods,Escrita colaborativa de recursos educacionais abertos sobre cálculo numérico.
Organization: reamat
Home Page: https://www.ufrgs.br/reamat/CalculoNumerico
book numerical-analysis numerical-calculus numerical-methods oer open-educational-resources

rwpenney / spfpm
numerical-methods,Package for performing fixed-point, arbitrary-precision arithmetic in Python.
User: rwpenney
python numerical-methods fixed-point arithmetic

scifracx / fractionaldiffeq.jl
numerical-methods,Solve Fractional Differential Equations using high performance numerical methods
Organization: scifracx
Home Page: https://scifracx.github.io/FractionalDiffEq.jl/dev/
fractional-differential-equations julia numerical caputo riemann-liouville fractional-calculus fractional-differencing matrix-discrete fde ode pde numerical-methods differential-equations fdde distributed-order scientific-machine-learning

sciml / scimlbook
numerical-methods,Parallel Computing and Scientific Machine Learning (SciML): Methods and Applications (MIT 18.337J/6.338J)
Organization: sciml
Home Page: https://book.sciml.ai/
differential-equations scientific-machine-learning neural-networks numerical-methods gpu-computing stiff-equations lecture-notes performance-engineering parallelism scientific-simulators

scinim / numericalnim
numerical-methods,A collection of numerical methods written in Nim
Organization: scinim
Home Page: https://scinim.github.io/numericalnim/
nim nim-lang ode ode-solver integration integral numerical-methods numerical-integration numerical-computation ode-integrators

shiqinhuo / numerical-optimization-books
numerical-methods,Collected study materials in Numerical Optimization ANU@MATH3514(HPC)
User: shiqinhuo
electronic-books numerical-optimization convex-optimization numerical-methods boyd convex-optimisation

sigma-py / accupy
numerical-methods,:dart: Accurate sums and dot products for Python.
Organization: sigma-py
mathematics numerical-methods engineering accuracy numpy python pypi

stephenhky / pytda
numerical-methods,Topological Data Analysis in Python
User: stephenhky
Home Page: https://github.com/stephenhky/MoguTDA
topological-data-analysis tda topology demo-codes python numerical-methods

sthavishtha / turbulence-codes
numerical-methods,Curated list of some open-source codes for turbulent flow simulations, including turbulent multiphase, turbulent reacting flows, turbulent convection and turbulent atmospheric physics.
User: sthavishtha
open-source turbulence turbulence-models compressible-flows low-mach cfd navier-stokes hpc fluid-dynamics computational-fluid-dynamics

zichaolong / pde-net
numerical-methods,PDE-Net: Learning PDEs from Data
User: zichaolong
machine-learning applied-mathematics inverse-problems data-driven-model data-assimilation system-identification partial-differential-equations numerical-methods