numerical-differentiation

There are 0 repository under numerical-differentiation topic.

• JuliaDiff / FiniteDifferences.jl

  High accuracy derivatives, estimated via numerical finite differences (formerly FDM.jl)

  juliafinite-differencesnumerical-differentiation
  Language:Julia 296

• OpenSourceEconomics / optimagic

  optimagic is a Python package for numerical optimization. It is a unified interface to optimizers from SciPy, NlOpt and other packages. optimagic's minimize function works just like SciPy's, so you don't have to adjust your code. You simply get more optimizers for free. On top you get diagnostic tools, parallel numerical derivatives and more.

  numerical-differentiationnumerical-optimizationparallel-computingpython
  Language:Python 249
• NumDiff

  jacobwilliams / NumDiff

  Modern Fortran Numerical Differentiation Library

  differentiationnumerical-methodsoptimizationsparsity-optimizationgraph-coloringfinite-differencesnumerical-differentiation
  Language:Fortran 65

• andgoldschmidt / derivative

  Optimal numerical differentiation of noisy time series data in python.

  differentiationnumerical-differentiationexperimental-data
  Language:Python 54

• eguidotti / calculus

  High Dimensional Numerical and Symbolic Calculus in R

  rr-packagecalculusgradientjacobianhessiandivergencecurllaplaciantaylorhermiteeinsteinfinite-differencenumerical-differentiationnumerical-derivationnumerical-derivativessymbolic-differentiationsymbolic-computationcoordinate-systems
  Language:R 46

• kmolan / multicalc-rust

  Multivariable calculus in pure rust

  calculusnumerical-differentiationnumerical-integrationrustrust-numeric-libraryscientific-computingvector-field
  Language:Rust 42

• MathWorks-Teaching-Resources / Numerical-Methods-with-Applications

  Teach numerical methods for interpolation, differentiation, integration, and solving ODEs and PDEs with MATLAB.

  numerical-methodsnumerical-integrationnumerical-differentiationnumerical-differential-equationsinterpolationmatlabmatlab-live-script
  Language:MATLAB 27

• ramesaliyev / numerica

  Numerical analysis methods implemented in Python.

  numerical-analysisnumerical-methodsnumerical-integrationnumerical-differentiationgauss-jordan-eliminationnewton-raphsonbisection-methodregula-falsigraph-methodfixed-point-iterationsecant-methodjacobigauss-seideleuler-methodstrapezoidalsimpsonlagrangeregressionleast-square-regression
  Language:Python 22

• aothmane-control / Algebraic-differentiators

  AlgDiff is a Python class implementing all necessary tools for the design, analysis, and discretization of algebraic differentiators. An interface to Matlab is also provided.

  numerical-differentiationnumerical-methodspythonmatlaborthogonal-polynomialslinear-filteringfir-filters
  Language:Jupyter Notebook 16

• arthurits / SignalAnalysis

  Signal analysis tool featuring FFT (fast Fourier transform), fractal dimension, entropy, and numerical differentiation and integration

  entropyentropy-bitsfftfft-analysisfractalfractal-algorithmsshannon-entropysignalsignal-analysissignal-processinghacktoberfestderivativedifferentiationnumerical-differentiationnumerical-methodsnumerical-integration
  Language:C# 14

• KhCE / NM

  Numerical Methods (NM) for BE Electrical II Year / II Part, Email: nm.khwopa@gmail.com

  numerical-methodslinear-equationsnon-linear-equationalgebraic-equationsinterpolationnumerical-differentiationnumerical-integrationordinary-differential-equationspartial-differential-equationseigen-valueeigen-vector
  13

• perpendicooler / Code-for-Numerical-Analysis-Executed-in-FORTRAN-and-MATLAB

  This is a Git repository containing code for a numerical analysis lab using Fortran and MATLAB

  fortran90numerical-analysisnumerical-methodsnumerical-methods-implementationlagrange-polynomial-interpolationlinear-equationsroot-finding-methodsgauss-jordan-eliminationgauss-seidel-methodnumerical-differentiationnumerical-integrationsimpsonstrapezoidal-methodweddle-s-rulelu-decomposition-methodmatlabfourier-transformationgauss-legendre-quadraturelaplace-transformmatlab-codes
  Language:MATLAB 12

• PyNumAl / Python-Numerical-Analysis

  Implementation of Numerical Analysis algorithms/methods in Python

  interpolationnonlinear-equationsnumerical-analysisnumerical-differentiationnumerical-methodspythonboundary-value-problemfinite-difference-methodfinite-differencescomplex-step-differentiationgradienthessianjacobianjacobian-calculationnumerical-methods-implementation
  Language:Python 9

• BystrickyK / SINDy

  Physically-informed model discovery of systems with nonlinear, rational terms using the SINDy-PI method. Contains functionality for spectral filtering/differentiation.

  sindydynamicalequationscandidate-functionscoefficientsfftmodelmodel-discoverysystem-identificationnumerical-methodsnumerical-differentiationspectral-methodsspectral-filteringspectral-differencemachine-learningsparse-regressionsparse-modelingsimulation-data
  Language:Python 8

• michaelehab / Numerical-Methods

  A repository containing python codes for the numerical methods I studied in Numerical Analysis course during Spring 2022 semester

  interpolationlagrange-interpolationnon-linearnumerical-analysisnumerical-differentiationnumerical-integrationnumerical-methodsoderegressiongauss-quadraturesimpson-ruletrapezoidal-rulefixed-pointlinear-regressiondivided-differencesgauss-seidellearn
  Language:Python 8

• saeedahmadicp / numerical_optimization_of_ai

  Numerical techniques for optimization of artificial Intelligence

  artificial-intelligenceinterpolation-methodslinear-algebranumerical-differentiationnumerical-integrationnumerical-methodsnumerical-optimizationregression-algorithmsroot-finding-methodscollaborategithub-codespaceslearn
  Language:Jupyter Notebook 8

• mrtkp9993 / Numerical-Methods-in-Fortran

  [WIP] Numerical methods implemented in Fortran.

  fortrannumerical-analysisalgorithmnumerical-methodsnumerical-computationscientific-computingmathematical-modellingstatisticsapplied-mathematicsoptimizationmonte-carlosimulationnumerical-simulationnumerical-differentiationnumerical-integrationnumerical-algorithmsnumerical-simulationsnumerical-optimization
  Language:Fortran 5

• natbprice / tvdiff

  :package: An R package for numerical differentiation of noisy, nonsmooth data

  numerical-methodsnumerical-differentiation
  Language:R 4

• SanketSarmalkar / Numerical_Methods

  C++11 implementation of numerical algorithms described in Numerical Analysis by Richard L. Burden and J. Douglas Faires

  cpp17mathematicsnonlinear-systemsnumerical-methodsbisection-methodfixed-point-methodnewton-methodsecant-methodmodified-newton-methodcurve-fittingdivided-differenceseuler-methodlagrange-interpolationnumerical-differentiationnumerical-integrationgauss-methodsregula-falsi-methodtaylor-methodrunga-kutta-method
  Language:C++ 4

• xiaohongchen1991 / numcalc

  A simple C++ library for numerical differentiation

  c-plus-plusnumerical-differentiationfinite-difference-method
  Language:C++ 4

• auralius / velocity_estimation

  MATLAB codes for several popular velocity estimation methods from available position measurements.

  velocity-estimationnumerical-differentiation
  Language:MATLAB 3

• mstrand1 / numerical-analysis

  Numerical analysis algorithms

  adaptivecubic-splinesdivided-differencesfixed-pointhermite-interpolationinterpolationlagrange-interpolationlagrange-polynomial-interpolationlinear-system-solvernumerical-analysisnumerical-differentiationnumerical-integrationnumerical-methodsroot-finding
  Language:Python 3

• thtang / Introduction-to-Numerical-Analysis

  Introduction to Numerical Analysis (Phys 4009) in NTU

  numerical-analysisnumerical-integrationnumerical-differentiation
  Language:Jupyter Notebook 3

• zaman13 / Matrix-Differentiation-Operators

  Finite difference matrix operators for performing numerical differentiation in python.

  matrix-operatorsdifferentiationderivativepythonfinite-differencenumerical-differentiationnumerical-methodsdifferential-equations
  Language:Python 3

• Ziezi / Introduction-to-MATLAB-Octave-and-Numerical-Methods-for-Engineers

  Solutions to the Exercises from "An Introduction to MATLAB and Numerical Methods for Engineers." by Timmy Siauw and Alexandre M. Bayen

  matlaboctaveexercise-solutionsnumerical-methodsfinite-difference-schemesnewton-raphsonmatrixlinear-equationsinterpolationbisectionnumerical-integrationnumerical-differentiationextrapolationdifferential-equationsrecursionrecurrence-relationnumerical-methods-implementation
  Language:MATLAB 3

• adriandecola / phys_computational_physics

  This course covered computational techniques for situations that often arise in Physics, Mathematics, and Engineering.

  advection-diffusionchaosclimate-modelsfourier-transformlogistic-mapsmonte-carlonumber-representationnumerical-differentiationnumerical-integrationordinary-differential-equationsrocket-simulation
  Language:Jupyter Notebook 2

• alokchoudhary05 / Numerical-Methods-with-MATLAB

  This repository contains MATLAB programs and algorithms covering various numerical methods. These scripts are designed to help understand and implement fundamental numerical techniques commonly used in scientific computing.

  data-sciencematlab-codematlab-codesnumerical-analysisnumerical-differentiationnumerical-integrationnumerical-linear-algebranumerical-methodsnumerical-method-of-data-sciencematlabmatlab-functions
  Language:MATLAB 2

• coherent17 / 2020-Spring-NCTU-Computational-Physics

  2020 Spring NCTU Computational Physics

  pdedatavisualizationodelinear-algebranumerical-integrationnumerical-differentiationmatrix-calculations
  Language:Python 2

• DhruvJ22 / Numerical-Methods

  Numerical Methods

  numerical-methodsnumerical-integrationnumerical-differentiationnumerical-continuationlinear-equation-solverinterpolation-methodsroot-finding-algorithms
  Language:Jupyter Notebook 2

• jacobwilliams / diff

  Numerical Differentiation of a User Defined Function

  differentiationnumerical-differentiation
  Language:Fortran 2

• mohammaduzair9 / Numerical-Analysis-using-Matlab

  Numerical Analysis Code in Matlab

  numerical-analysismatlablinear-algebracurve-fittingnumerical-integrationnumerical-differentiationroot-finding
  Language:MATLAB 2

• rafiulgits / Numerical-Analysis

  Numerical methods and solutions

  root-finding-methodslinear-system-solvernumerical-differentiation
  Language:Jupyter Notebook 2

• Smile040501 / ComputationalMethodsAndApplications

  My python implementation of different Computational Methods and Applications.

  computational-applicationscomputational-methodsfinding-zerosinterpolation-methodsleast-squares-approximationlinear-systemsmonte-carlo-methodsnetworksnumerical-differentiationnumerical-integrationnumerical-methodsordinary-differential-equationspartial-differential-equationspercolationrandom-graphs
  Language:Python 2

• famura / ndc

  Numerical differentiation leveraging convolutions based on PyTorch

  convolutionnumerical-differentiationpytorchfinite-differencessignal-processing
  Language:Python 1

• kiranmukesh7 / Computational-Astrophysics

  Semi-automated root finding, Interpolation, Gauss Elimination method, LU Decomposition, Linear Algebra, Numerical Analysis - integration, differentiation, Newton cotes, Monte Carlo, Ordinary Differential Equation (ODE) solver, Curve Fitting, Signal Processing, Convolution, Correlation, Fourier Transform, Search Methods and many more

  root-finding-methodsinterpolation-mgauss-elimination-methodlu-decompositionsolution-to-set-of-linear-equationslinear-algebranumerical-integrationnumerical-differentiationmonte-carlo-methodsordinary-differential-equationscurve-fittingconvolutioncorrelationfourier-transformgradient-search-methodgrid-search-methodhistogram
  Language:Jupyter Notebook 1

• michaelbennett99 / NumericalMethods.jl

  Provides custom pure-julia numerical methods for the differentiation, interpolation, minimisation and root finding of univariate and multivariate functions.

  interpolationjulianumerical-differentiationnumerical-methodsnumerical-optimizationroot-finding
  Language:Julia 1