High accuracy derivatives, estimated via numerical finite differences (formerly FDM.jl)
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Nov 18, 2024 - Julia
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numerical-differentiation
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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.
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Dec 5, 2024 - Python
Modern Fortran Numerical Differentiation Library
optimization numerical-methods finite-differences differentiation graph-coloring numerical-differentiation sparsity-optimization
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Feb 26, 2024 - Fortran
Optimal numerical differentiation of noisy time series data in python.
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Aug 27, 2024 - Python
High Dimensional Numerical and Symbolic Calculus in R
r calculus curl coordinate-systems gradient finite-difference r-package taylor jacobian hessian symbolic-computation einstein laplacian symbolic-differentiation divergence numerical-differentiation numerical-derivation hermite numerical-derivatives
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Mar 10, 2023 - R
Python library for numerical integration, interpolation, and differentiation on (molecular) grids.
python integration interpolation computational-chemistry quantum-chemistry partial-differential-equations quadrature clenshaw-curtis numerical-integration coordinate-transformation numerical-differentiation cubature quantum-chemistry-packages lebedev
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Nov 1, 2024 - Python
Multivariable calculus in pure rust
rust calculus scientific-computing numerical-integration vector-field numerical-differentiation rust-numeric-library
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Jul 6, 2024 - Rust
Teach numerical methods for interpolation, differentiation, integration, and solving ODEs and PDEs with MATLAB.
interpolation matlab courseware numerical-methods numerical-integration numerical-differentiation cwm numerical-differential-equations matlab-live-script
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Oct 31, 2024 - MATLAB
Numerical analysis methods implemented in Python.
regression numerical-methods jacobi lagrange numerical-integration numerical-analysis newton-raphson gauss-seidel simpson least-square-regression regula-falsi trapezoidal numerical-differentiation fixed-point-iteration bisection-method gauss-jordan-elimination secant-method euler-methods graph-method
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Mar 1, 2021 - Python
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.
python matlab numerical-methods numerical-differentiation orthogonal-polynomials fir-filters linear-filtering
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Nov 23, 2024 - Jupyter Notebook
Signal analysis tool featuring FFT (fast Fourier transform), fractal dimension, entropy, and numerical differentiation and integration
entropy signal-processing fractal derivative signal fft numerical-methods hacktoberfest signal-analysis numerical-integration differentiation fractal-algorithms entropy-bits numerical-differentiation shannon-entropy fft-analysis
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Dec 28, 2024 - C#
This is a Git repository containing code for a numerical analysis lab using Fortran and MATLAB
matlab linear-equations numerical-methods simpsons laplace-transform numerical-methods-implementation numerical-integration matlab-codes numerical-analysis fortran90 root-finding-methods numerical-differentiation fourier-transformation lagrange-polynomial-interpolation trapezoidal-method gauss-jordan-elimination gauss-legendre-quadrature lu-decomposition-method gauss-seidel-method weddle-s-rule
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Dec 15, 2023 - MATLAB
Numerical Methods (NM) for BE Electrical II Year / II Part, Email: [email protected]
interpolation partial-differential-equations ordinary-differential-equations linear-equations numerical-methods numerical-integration numerical-differentiation algebraic-equations non-linear-equation eigen-value eigen-vector
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Sep 1, 2018
Numerical techniques for optimization of artificial Intelligence
linear-algebra artificial-intelligence learn numerical-methods collaborate numerical-optimization numerical-integration interpolation-methods regression-algorithms root-finding-methods numerical-differentiation github-codespaces
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Mar 3, 2024 - Jupyter Notebook
Physically-informed model discovery of systems with nonlinear, rational terms using the SINDy-PI method. Contains functionality for spectral filtering/differentiation.
machine-learning model fft numerical-methods system-identification sparse-regression equations spectral-methods sparse-modeling coefficients sindy numerical-differentiation dynamical spectral-difference simulation-data model-discovery candidate-functions spectral-filtering
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Oct 26, 2021 - Python
A repository containing python codes for the numerical methods I studied in Numerical Analysis course during Spring 2022 semester
interpolation linear-regression regression ode learn non-linear numerical-methods fixed-point numerical-integration numerical-analysis gauss-seidel simpson-rule numerical-differentiation lagrange-interpolation gauss-quadrature divided-differences trapezoidal-rule
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Jul 19, 2022 - Python
Implementation of Numerical Analysis algorithms/methods in Python
python interpolation gradient nonlinear-equations numerical-methods finite-differences jacobian hessian numerical-methods-implementation numerical-analysis numerical-differentiation finite-difference-method boundary-value-problem jacobian-calculation complex-step-differentiation
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Oct 4, 2023 - Python
[WIP] Numerical methods implemented in Fortran.
algorithm statistics fortran simulation optimization monte-carlo scientific-computing applied-mathematics numerical-methods numerical-optimization mathematical-modelling numerical-integration numerical-simulations numerical-analysis numerical-computation numerical-algorithms numerical-differentiation numerical-simulation
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Nov 25, 2022 - Fortran
C++11 implementation of numerical algorithms described in Numerical Analysis by Richard L. Burden and J. Douglas Faires
mathematics curve-fitting cpp17 numerical-methods numerical-integration euler-method newton-method numerical-differentiation lagrange-interpolation taylor-method bisection-method secant-method divided-differences nonlinear-systems fixed-point-method modified-newton-method regula-falsi-method gauss-methods runga-kutta-method
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Sep 12, 2022 - C++
A simple C++ library for numerical differentiation
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Aug 11, 2019 - C++
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