Projects in Awesome Lists tagged with differentiation
A curated list of projects in awesome lists tagged with differentiation .
https://github.com/gorgonia/gorgonia
Gorgonia is a library that helps facilitate machine learning in Go.
artificial-intelligence automatic-differentiation computation-graph deep-learning deep-neural-networks deeplearning differentiation go golang gorgonia gradient-descent graph-computation hacktoberfest machine-learning neural-network symbolic-differentiation
Last synced: 09 Apr 2025
https://github.com/mathnet/mathnet-numerics
Math.NET Numerics
csharp differentiation fft fsharp integration interpolation linear-algebra math mathnet matrix numerics random regression statistics
Last synced: 04 Oct 2025
https://github.com/autodiff/autodiff
automatic differentiation made easier for C++
auto-differentiation autodiff autodifferentiation automatic-differentiation derivatives differentiation numerical-derivation
Last synced: 14 May 2025
https://github.com/asc-community/angourimath
New open-source cross-platform symbolic algebra library for C# and F#. Can be used for both production and research purposes.
algebra arbitrary-precision calculus computer-algebra csharp differentiation equations fsharp inequality integration jupyter latex math nuget parse parsing solver symbolic-manipulation symbolic-math
Last synced: 08 Jan 2026
https://github.com/asc-community/AngouriMath
New open-source cross-platform symbolic algebra library for C# and F#. Can be used for both production and research purposes.
algebra arbitrary-precision calculus computer-algebra csharp differentiation equations fsharp inequality integration jupyter latex math nuget parse parsing solver symbolic-manipulation symbolic-math
Last synced: 15 Mar 2025
https://github.com/lmfit/uncertainties
Transparent calculations with uncertainties on the quantities involved (aka "error propagation"); calculation of derivatives.
autodiff autodifferentiation differentiation error-propagation uncertainties
Last synced: 14 May 2025
https://github.com/jiggzson/nerdamer
a symbolic math expression evaluator for javascript
algebra calculus differentiation equation expressions fraction fractions integration javascript latex math solve-equations solver substitutions symbolic
Last synced: 14 May 2025
https://github.com/vgvassilev/clad
clad -- automatic differentiation for C/C++
clang-compiler derivative-functions differentiation gradient llvm
Last synced: 04 Apr 2025
https://github.com/juliadiff/differentiationinterface.jl
An interface to various automatic differentiation backends in Julia.
autodiff automatic-differentiation differentiation julia machine-learning
Last synced: 15 May 2025
https://github.com/joaoleal/cppadcodegen
Source Code Generation for Automatic Differentiation using Operator Overloading
algorithmic-differentation automatic-differentiation c-plus-plus dae differentiation jit latex mathml
Last synced: 21 Oct 2025
https://github.com/jamesyang007/fastad
FastAD is a C++ implementation of automatic differentiation both forward and reverse mode.
auto-differentiation autodiff autodifferentiation automatic-differentiation cpp17 derivatives differentiation linux macos math
Last synced: 13 Jul 2025
https://github.com/JuliaDiff/DifferentiationInterface.jl
An interface to various automatic differentiation backends in Julia.
ad autodiff automatic-differentiation differentiation julia machine-learning
Last synced: 15 Mar 2025
https://github.com/kvanttt/mathexpressions.net
:heavy_division_sign: Library for parsing math expressions with rational numbers, finding their derivatives and compiling an optimal IL code
c-sharp calculations derivative differentiation il il-optimizations optimization parsing parsing-math-expressions rational-numbers simplification
Last synced: 04 Oct 2025
https://github.com/jacobwilliams/numdiff
Modern Fortran Numerical Differentiation Library
differentiation finite-differences graph-coloring numerical-differentiation numerical-methods optimization sparsity-optimization
Last synced: 01 Feb 2026
https://github.com/sys27/xfunc
xFunc provides a powerful parser and analyzer for mathematical expressions. It excels at calculating derivatives, simplifying expressions, and achieving high performance.
analyzer c-sharp complex-numbers derivative differentiation dotnet evaluate-expressions expression lexer logic math math-parser mathematics parse parser simplification units units-of-measure
Last synced: 04 Apr 2025
https://github.com/BartJongejan/Bracmat
Programming language for symbolic computation with unusual combination of pattern matching features: Tree patterns, associative patterns and expressions embedded in patterns.
bignumbers computer-algebra differentiation epoc expression-evaluator gcc high-level-language html json language-technology natural-language-processing pattern-matching programming-language rosettacode semi-structured-data structured-data symbolic-computation tree-structure unstructured-data xml
Last synced: 10 May 2025
https://github.com/hdembinski/jacobi
Numerical derivatives for Python
differentiation error-propagation uncertainties
Last synced: 05 Apr 2025
https://github.com/scifracx/fractionalcalculus.jl
FractionalCalculus.jl: A Julia package for high performance, comprehensive and high precision numerical fractional calculus computing.
algorithms caputo differentiation differintegral fractional-calculus grunwald-letnikov integration julia matrix-discrete numerical riemann-liouville
Last synced: 30 Jul 2025
https://github.com/SciFracX/FractionalCalculus.jl
FractionalCalculus.jl: A Julia package for high performance, comprehensive and high precision numerical fractional calculus computing.
algorithms caputo differentiation differintegral fractional-calculus grunwald-letnikov integration julia matrix-discrete numerical riemann-liouville
Last synced: 04 May 2025
https://github.com/dfdx/xdiff.jl
eXpression differentiation in Julia
derivative differentiation einstein-notation tensor
Last synced: 01 Jan 2026
https://github.com/nedtaylor/diffstruc
Fortran library providing automatic differentiation
automatic-differentiation backpropagation differentiation fortran forward-mode library partial-differentiation reverse-mode
Last synced: 07 Mar 2026
https://github.com/technologicat/python-wlsqm
Weighted least squares meshless interpolator and differentiator.
curve-fitting cython differentiation interpolation least-squares meshless numerical numpy python python2 python27 python3 python34
Last synced: 15 Apr 2026
https://github.com/symcalc/symcalc-ruby
Symbolic mathematics and calculus in Ruby
calculus differentiation mathematics maths ruby symcalc
Last synced: 05 Oct 2025
https://github.com/juliamanifolds/manifolddiff.jl
Differentiation on manifolds
automatic-differentiation differentiation julia manifolds
Last synced: 02 May 2025
https://github.com/symcalc/symcalc-cpp
Symbolic mathematics and calculus in C++.
calculus cpp differentiation mathematics maths symcalc
Last synced: 26 Jul 2025
https://github.com/ulf1/numpy-fracdiff
Fractional differentiation as numpy function
differences differentiation fractional fractional-differencing numpy
Last synced: 28 Oct 2025
https://github.com/s-baumann/multivariatefunctions.jl
A framework for multivariate functions together with constructors for schumaker splines, OLS, Chebyshev, MARS splines for approximation.
algebra differentiation integration interpolation julia-language newtons-method
Last synced: 27 Oct 2025
https://github.com/jasmcaus/hazel
A Tensor Library written in C++.
artificial-intelligence autodiff autograd automatic-differentiation computing cpp cuda deep-learning differentiation gpu hazel-lang ml neural neural-network python pytorch scientific-computing tensor tensor-library
Last synced: 26 Apr 2025
https://github.com/gha3mi/fordiff
ForDiff - A Fortran library for numerical differentiation
complex-step-differentiation derivative differentiation finite-difference fortran fortran-package-manager
Last synced: 01 Mar 2026
https://github.com/davxy/numeric
Numerical Analysis algorithms in Python and Octave
differentiation factorization integration interpolation linear-algebra matlab numerical-analysis numerical-methods octave python
Last synced: 11 May 2026
https://github.com/shanto268/sas_math_software
A python based GUI software to do most common STEM math operations
2d calculus derivative differentiation graphs gui integral math plotter
Last synced: 08 Sep 2025
https://github.com/jacobwilliams/diff
Numerical Differentiation of a User Defined Function
differentiation numerical-differentiation
Last synced: 19 Mar 2026
https://github.com/derivkit/derivkit-demos
Example scripts and notebooks showcasing how to use DerivKit’s tools for analysis, differentiation, and forecasting.
demos derivatives derivkit differentiation examples forecasting inference notebooks-jupyter numerical-analysis python scientific-computing statistics
Last synced: 15 May 2026
https://github.com/ryukinix/symbolic-deriv
Symbolic Differentiation written in Racket
calculus derivatives differentiation racket sicp symbolic
Last synced: 22 Jan 2026
https://github.com/rajatdiptabiswas/coursera-single-variable-calculus
∫ Single Variable Calculus course by University of Pennsylvania on Coursera
calculus differentiation functions integration
Last synced: 19 Mar 2026
https://github.com/aleximmer/vind
Variational Inference with Numerical Derivatives: variance reduction through coupling
couplings differentiation variational-inference
Last synced: 26 May 2026
https://github.com/sudipto3331/differentiation-using-forward-backward-and-centered-methods-implementation-in-python
This repository contains a Python implementation of numerical differentiation using Forward, Backward, and Centered methods with nth order derivatives. The code allows users to select the differentiation point, step size, method of differentiation, and the accuracy of the result.
differentiation numerical-analysis numerical-methods python3
Last synced: 12 Jun 2026
https://github.com/johnkou97/numericalrecipes
bash differentiation fft fitting integration latex matrix-decompositions minimization neural-network numerical-analysis numerical-methods ode polynomial-regression python random-generation scipy shell sorting-algorithms statistics tex
Last synced: 11 Apr 2026
https://github.com/dglaeser/xpress
C++ library to define and manipulate (e.g. differentiate) mathematical expressions at compile-time
cpp23 differentiation expressions math
Last synced: 21 Feb 2026
https://github.com/dav0dea/pyautodiff
A very small (<90 LOC) pure python library capable of computing gradients of basic arithmetic functions
automatic-differentiation differentiation gradient python
Last synced: 27 May 2026
https://github.com/mobakour/deriver
A website with a command line interface that solves basic deriving and integrating problems.
calculus derivative derivatives differentiation integrals intergation
Last synced: 18 Jun 2026
https://github.com/sbplat/tangent-equation-calculator
A simple web app that calculates the equation of a tangent line of a function at a given point.
calculator derivative differentiation equation exterior-point solver tangent
Last synced: 18 Jul 2025
https://github.com/lisechemistry/numerical_methods_master_projects
Numerical projects using Fortran and Python: interpolation/extrapolation of molecular potentials (O₂, C₂H₅), integration and differentiation (average value, VO₂(R)), and model fitting of a spectroscopic Hamiltonian.
differentiation extrapolation fortran integration interpolation-methods numerical-methods python sobol-sequence
Last synced: 27 Jan 2026
https://github.com/mizcausevic-dev/rfp-response-assembler
Executive response-assembly surface for RFP coverage, differentiation, evidence reuse, and submission readiness.
differentiation executive-intelligence procurement response-library rfp submission-readiness typescript
Last synced: 01 Jun 2026
https://github.com/ripples-sci/ripples
Ripples is a scientific computation library that aims to provide a unified, numerically accurate, with good performance and easy to use framework for multi-discipline numerical work.
differentiation optimization python ripples scientific-computing
Last synced: 01 Jun 2026
https://github.com/wmartinmimi/recursive-differentiation-python
Inefficient recursive differentiation using python
differentiation python3 unlicense
Last synced: 27 Mar 2025
https://github.com/konyogony/dailychalk
Daily math problems for you liking and difficulty.
9231 9709 a-level challange daily differentiation game integral learning math mathematics
Last synced: 25 Feb 2026