numerical-analysis

There are 27 repositories under numerical-analysis topic.

dpilger26 / NumCpp
C++ implementation of the Python Numpy library
algorithms c-plus-plus cpp data-structures mathematical-functions numerical-analysis numpy python scientific-computing
Language:C++ 3780
DataFrame
hosseinmoein / DataFrame
C++ DataFrame for statistical, financial, and ML analysis in modern C++
numerical-analysis dataframe data-analysis multidimensional-data cpp large-data heterogeneous-data statistical-analysis financial-data-analysis financial-engineering trading-strategies trading-algorithms statistical machine-learning data-science tensor tensorboard ai pandas polars
Language:C++ 2806
markrogoyski / math-php
Powerful modern math library for PHP: Features descriptive statistics and regressions; Continuous and discrete probability distributions; Linear algebra with matrices and vectors, Numerical analysis; special mathematical functions; Algebra
math mathematics linear-algebra statistics matrix probability distributions regression numerical-analysis information-theory number-theory vector finance combinatorics algebra php php-library
Language:PHP 2385
nschloe / awesome-scientific-computing
:sunglasses: Curated list of awesome software for numerical analysis and scientific computing
awesome awesome-list engineering mathematics numerical-analysis physics scientific-computing
Language:Python 1454
tirthajyoti / Stats-Maths-with-Python
General statistics, mathematical programming, and numerical/scientific computing scripts and notebooks in Python
statistics python numpy pandas numerical-analysis analytics machine-learning bayesian-statistics inferential-statistics statsmodels probability mathematics mathematical-programming matplotlib scipy data-science normal-distribution hypothesis-testing anova clustering
Language:Jupyter Notebook 962
higham / what-is
Important concepts in numerical linear algebra and related areas
linear-algebra matrix-analysis numerical-analysis tutorial
776
Axect / Peroxide
Rust numeric library with high performance and friendly syntax
rust scientific-computing linear-algebra matrix statistics matlab interpolation spline determinant r peroxide jacobian simd-openblas rust-numeric-library regression optimization numerical-analysis dataframe numerical-integration ordinary-differential-equations
Language:Rust 650
DFTK.jl
JuliaMolSim / DFTK.jl
Density-functional toolkit
electronic-structure density-functional-theory kohn-sham toolkit mathematical-analysis julia plane-wave ab-initio numerical-analysis computational-chemistry materials-science
Language:Julia 490
ergenekonyigit / Numerical-Analysis-Examples
Numerical Analysis Implementations in Various Languages
numerical-methods numerical-analysis examples
Language:C++ 384
xad
auto-differentiation / xad
Powerful automatic differentiation in C++ and Python
automatic-differentiation risk-management derivatives biotechnology computer-graphics machine-learning meteorology numerical-analysis optimisation quant-finance robotics scientific-computing
Language:C++ 363
NerdsWithAttitudes / WarpFactory
WarpFactory is a numerical toolkit for analyzing warp drive spacetimes.
general-relativity gpu-computing matlab numerical-analysis warp-drives
Language:MATLAB 300
GregTJ / stable-fluids
A minimal Stable Fluids inspired fluid solver with Python and NumPy.
fluid-simulation fluid-dynamics numerical-analysis python3
Language:Python 207
JuliaReach / ReachabilityAnalysis.jl
Computing reachable states of dynamical systems in Julia
numerical-analysis hybrid-systems formal-verification cyber-physical-systems reachability-analysis rigorous-numerics differential-equations interval-arithmetic dynamical-systems control-systems verification ode julia automatic-control simulations set-propagation flowpipe
Language:Julia 200
AllAlgorithms / algorithms
The All ▲lgorithms documentation website.
algorithms allalgorithms greedy-algorithm selection-algorithm bit-manipulation sort game-theory numerical-analysis clustering sorting-algorithms java c cpp csharp javascript ruby python go swift hacktoberfest
Language:JavaScript 168
reamat / CalculoNumerico
Escrita colaborativa de recursos educacionais abertos sobre cálculo numérico.
book numerical-analysis numerical-calculus numerical-methods oer open-educational-resources
Language:TeX 151
Mojo-Numerics-and-Algorithms-group / NuMojo
NuMojo is a library for numerical computing in Mojo 🔥 similar to numpy in Python.
mathematics numerical-analysis
Language:Mojo 146
numerical-veliz
osveliz / numerical-veliz
Numerical Analysis code from the Oscar Veliz YouTube Channel
aberth-ehrlich bisection-method brent-dekker durand-kerner false-position-method fixed-point-iteration halley-s-method householder-s-method laguerre-s-method machin-like-forumla muller-s-method newton-fractal newtons-method numerical-analysis power-method root-finding secant-method steffensen-s-method taylor-series wegstein-s-method
Language:Python 146
bob-carpenter / ad-handbook
Automatic Differentiation Handbook
numerical-analysis
Language:C++ 145
Numerical-Analysis-Python
john-s-butler-dit / Numerical-Analysis-Python
Python notebooks for Numerical Analysis
numerical-analysis partial-differential-equations runge-kutta colab ordinary-differential-equations
Language:Jupyter Notebook 140
cjekel / Introduction-to-Python-Numerical-Analysis-for-Engineers-and-Scientist
Introduction to Python: Numerical Analysis for Engineers and Scientist. In 2017, Python became the world's most popular programming language. This course covers the basic syntax, linear algebra, plotting, and more to prepare students for solving numerical problems with Python.
python students numerical-analysis scientists engineer plotting linear-algebra anaconda jupyter-notebook introduction-to-python introduction-to-programming
Language:Jupyter Notebook 139
Tiger
hosseinmoein / Tiger
C++ Matrix -- High performance and accurate (e.g. edge cases) matrix math library with expression template arithmetic operators
cpp matrix matrix-factorization matrix-decompositions matrix-calculations metaprogramming numerical-analysis statistical-analysis single-value-decomposition eigenvectors qr-decomposition lu-decomposition tridiagonal hessenberg-reduction schur-decomposition determinant-calculation eigenvalues data-science matrix-math-library financial-engineering
Language:C++ 119
Fatou.jl
chakravala / Fatou.jl
Fatou sets in Julia (Fractals, Newton basins, Mandelbrot)
newton-fractals mandelbrot fractal-images fractals julia-sets complex-numbers recursion chaos nonlinear numerical-analysis newtons-method fractal-algorithms root-finding julia-set
Language:Julia 116
AFei19911012 / MatlabSamples
:monocle_face: Matlab Samples :alien: keep updating
matlab matlab-gui algorithm machine-learning image-processing appdesigner optimazation deep-learning numerical-analysis numerical-optimization app-designer lstm pso svm newton
110
dcwuser / metanumerics
Meta.Numerics is library for advanced numerical computing on the .NET platform. It offers an object-oriented API for statistical analysis, advanced functions, Fourier transforms, numerical integration and optimization, and matrix algebra.
math-library matrix statistics numerics numerical-optimization numerical-integration numerical-analysis statistical-analysis statistical-tests matrix-factorization matrix-multiplication matrix-library special-functions math scientific-computing data-analysis dotnet csharp-library matrix-algebra optimization
Language:C# 109
bsu
Drapegnik / bsu
🎓Repository for university labs on FAMCS, BSU
algorithms bsu cryptography data-mining famcs labs numerical-analysis science study unix
Language:Java 107
ProfJski / FloatCompMandelbrot
What impact does floating point precision have on Mandelbrot set calculations?
floating-point fractal mandelbrot-set numerical-analysis
Language:C++ 107
parsiad / mlinterp
Fast arbitrary dimension linear interpolation in C++
c-plus-plus cpp interpolation numerical-analysis numerical-methods
Language:C++ 105
numerical-methods-python
cfgnunes / numerical-methods-python
Numerical methods implementation in Python.
numerical-methods runge-kutta differential-equations linear-systems newton taylor python numerical-analysis
Language:Python 99
numericalalgorithmsgroup / pybobyqa
Python-based Derivative-Free Optimization with Bound Constraints
nonlinear-optimization numerical-analysis numerical-methods numerical-optimization optimization optimization-algorithms python scientific-computing
Language:Python 87
patrick-kidger / FasterNeuralDiffEq
Code for "'Hey, that's not an ODE:' Faster ODE Adjoints via Seminorms" (ICML 2021)
deep-neural-networks deep-learning pytorch dynamical-systems differential-equations ordinary-differential-equations controlled-differential-equations neural-differential-equations numerical-methods numerical-analysis machine-learning
Language:Python 87
verificarlo / verificarlo
A tool for debugging and assessing floating point precision and reproducibility.
montecarlo-arithmetic mpfr precision floating-point tool numerical-analysis llvm mixed-precision
Language:C 76
angelsolaorbaiceta / Mechanics
Learn how to solve complex engineering mechanics problems using Python 3 and the industry's best practices.
engineering mechanics mechanics-of-materials structural-engineering numerical-methods numerical-analysis python simulation
Language:Python 74
orion-orion / NumericalAnalysis-Python
🔨 用Python+Numpy+Pytorch实现《数值分析》(Timothy Sauer著) 的所有算法。
mathematics-for-machine-learning numerical-analysis numerical-computation
Language:Python 73
kevinzakka / learn-linalg
Learning some numerical linear algebra.
linear-algebra numerical-analysis numerical-linear-algebra python
Language:Python 71
emhayki / CFD-Fundamental
Implementation of the 12 steps approach to the Navier-Stokes equations, essential for simulating fluid dynamics.
cfd cfd-simulation fluid fluid-dynamics fluid-simulation numerical-analysis numerical-integration numerical-methods cavity-simulators fluid-mechanics laplace-equation poisson-equation navier-stokes navier-stokes-equations
Language:C++ 58
tirthajyoti / Julia-data-science
Data science and numerical computing with Julia
artificial-intelligence data-science dataframe deep-learning julia julia-language linear-algebra machine-learning numerical-analysis scientific-computing statistics
Language:Jupyter Notebook 58

numerical-analysis

dpilger26 / NumCpp

hosseinmoein / DataFrame

markrogoyski / math-php

nschloe / awesome-scientific-computing

tirthajyoti / Stats-Maths-with-Python

higham / what-is

Axect / Peroxide

JuliaMolSim / DFTK.jl

ergenekonyigit / Numerical-Analysis-Examples

auto-differentiation / xad

NerdsWithAttitudes / WarpFactory

GregTJ / stable-fluids

JuliaReach / ReachabilityAnalysis.jl

AllAlgorithms / algorithms

reamat / CalculoNumerico

Mojo-Numerics-and-Algorithms-group / NuMojo

osveliz / numerical-veliz

bob-carpenter / ad-handbook

john-s-butler-dit / Numerical-Analysis-Python

cjekel / Introduction-to-Python-Numerical-Analysis-for-Engineers-and-Scientist

hosseinmoein / Tiger

chakravala / Fatou.jl

AFei19911012 / MatlabSamples

dcwuser / metanumerics

Drapegnik / bsu

ProfJski / FloatCompMandelbrot

parsiad / mlinterp

cfgnunes / numerical-methods-python

numericalalgorithmsgroup / pybobyqa

patrick-kidger / FasterNeuralDiffEq

verificarlo / verificarlo

angelsolaorbaiceta / Mechanics

orion-orion / NumericalAnalysis-Python

kevinzakka / learn-linalg

emhayki / CFD-Fundamental

tirthajyoti / Julia-data-science