numerical-analysis

There are 21 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++ 3377
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 2303
DataFrame
hosseinmoein / DataFrame
C++ DataFrame for statistical, Financial, and ML analysis -- in modern C++ using native types and contiguous memory storage
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++ 2267
nschloe / awesome-scientific-computing
:sunglasses: Curated list of awesome software for numerical analysis and scientific computing
awesome awesome-list mathematics numerical-analysis physics engineering scientific-computing
Language:Python 1224
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 786
higham / what-is
Important concepts in numerical linear algebra and related areas
linear-algebra matrix-analysis numerical-analysis tutorial
699
Axect / Peroxide
Rust numeric library with R, MATLAB & Python syntax
rust scientific-computing linear-algebra matrix lu-decomposition statistics matlab interpolation spline determinant r peroxide jacobian simd-openblas rust-numeric-library regression optimization numerical-analysis dataframe numerical-integration
Language:Rust 442
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 398
ergenekonyigit / Numerical-Analysis-Examples
Numerical Analysis Implementations in Various Languages
examples numerical-analysis numerical-methods
Language:C++ 375
xad
auto-differentiation / xad
Comprehensive automatic differentiation in C++
automatic-differentiation risk-management derivatives biotechnology computer-graphics machine-learning meteorology numerical-analysis optimisation quant-finance robotics scientific-computing
Language:C++ 214
GregTJ / stable-fluids
A minimal Stable Fluids inspired fluid solver with Python and NumPy.
fluid-simulation fluid-dynamics numerical-analysis python3
Language:Python 191
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 185
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 148
bob-carpenter / ad-handbook
Automatic Differentiation Handbook
numerical-analysis
Language:C++ 139
reamat / CalculoNumerico
Escrita colaborativa de recursos educacionais abertos sobre cálculo numérico.
numerical-analysis numerical-methods numerical-calculus book open-educational-resources oer
Language:TeX 133
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 129
numerical-veliz
osveliz / numerical-veliz
Numerical Analysis code from the Oscar Veliz YouTube Channel
numerical-analysis root-finding newtons-method fixed-point-iteration bisection-method false-position-method muller-s-method secant-method steffensen-s-method power-method wegstein-s-method newton-fractal durand-kerner brent-dekker aberth-ehrlich laguerre-s-method halley-s-method householder-s-method taylor-series machin-like-forumla
Language:Python 129
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 120
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 110
ProfJski / FloatCompMandelbrot
What impact does floating point precision have on Mandelbrot set calculations?
floating-point fractal mandelbrot-set numerical-analysis
Language:C++ 104
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++ 103
bsu
Drapegnik / bsu
🎓Repository for university labs on FAMCS, BSU
algorithms bsu cryptography data-mining famcs labs numerical-analysis science study unix
Language:Java 102
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# 96
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
93
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 92
parsiad / mlinterp
Fast arbitrary dimension linear interpolation in C++
c-plus-plus cpp interpolation numerical-analysis numerical-methods
Language:C++ 92
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 84
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 70
kevinzakka / learn-linalg
Learning some numerical linear algebra.
linear-algebra numerical-analysis numerical-linear-algebra python
Language:Python 69
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 61
tirthajyoti / Julia-data-science
Data science and numerical computing with Julia
julia data-science linear-algebra machine-learning dataframe julia-language statistics numerical-analysis artificial-intelligence deep-learning scientific-computing
Language:Jupyter Notebook 56
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 54
Data-Structures-and-Algorithms-Notebook
KhanShaheb34 / Data-Structures-and-Algorithms-Notebook
Open Source DSA notebooks
algorithm algorithms algorithms-notebook data-structures hacktoberfest hacktoberfest2022 numerical-analysis
Language:Python 48
iveevi / zhetapi
A C++ ML and numerical analysis API, with an accompanying scripting language.
machine-learning symbolic-computation numerical-analysis numerical-methods scripting-language
Language:C++ 47
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 44
inducer / numerics-notes
Slides/notes and Jupyter notebook demos for an introductory course of numerical analysis/scientific computing
interpolation jupyter-notebook linear-algebra notes numerical-analysis numerical-methods optimization org-mode quadrature root-finding scientific-computing teaching
Language:Jupyter Notebook 42

numerical-analysis

dpilger26 / NumCpp

markrogoyski / math-php

hosseinmoein / DataFrame

nschloe / awesome-scientific-computing

tirthajyoti / Stats-Maths-with-Python

higham / what-is

Axect / Peroxide

JuliaMolSim / DFTK.jl

ergenekonyigit / Numerical-Analysis-Examples

auto-differentiation / xad

GregTJ / stable-fluids

JuliaReach / ReachabilityAnalysis.jl

AllAlgorithms / algorithms

bob-carpenter / ad-handbook

reamat / CalculoNumerico

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

osveliz / numerical-veliz

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

chakravala / Fatou.jl

ProfJski / FloatCompMandelbrot

hosseinmoein / Tiger

Drapegnik / bsu

dcwuser / metanumerics

AFei19911012 / MatlabSamples

cfgnunes / numerical-methods-python

parsiad / mlinterp

patrick-kidger / FasterNeuralDiffEq

numericalalgorithmsgroup / pybobyqa

kevinzakka / learn-linalg

verificarlo / verificarlo

tirthajyoti / Julia-data-science

angelsolaorbaiceta / Mechanics

KhanShaheb34 / Data-Structures-and-Algorithms-Notebook

iveevi / zhetapi

orion-orion / NumericalAnalysis-Python

inducer / numerics-notes