symbolic-differentiation

There are 2 repositories under symbolic-differentiation topic.

• gorgonia

  gorgonia / gorgonia

  Gorgonia is a library that helps facilitate machine learning in Go.

  machine-learningartificial-intelligenceneural-networkcomputation-graphdifferentiationgolanggogradient-descentgorgoniadeep-learningdeeplearningdeep-neural-networksautomatic-differentiationsymbolic-differentiationhacktoberfestgraph-computation
  Language:Go 5326

• sicmutils / sicmutils

  Computer Algebra, Physics and Differential Geometry in Clojure.

  symbolic-mathsymbolic-differentiationphysicsphysics-simulationsussmanhamiltonianlagrangianclojuredifferential-geometry
  Language:Clojure 759
• kotlingrad

  breandan / kotlingrad

  🧩 Shape-Safe Symbolic Differentiation with Algebraic Data Types

  automatic-differentiationdifferentiable-programmingcomputer-algebrakotlintypesshape-safetymulti-stage-programmingsymbolic-differentiationoptimizationgradient-descentalgebraic-data-typesarray-programmingmessage-passinglinear-algebrachinese
  Language:Kotlin 509

• eguidotti / calculus

  High Dimensional Numerical and Symbolic Calculus in R

  rr-packagecalculusgradientjacobianhessiandivergencecurllaplaciantaylorhermiteeinsteinfinite-differencenumerical-differentiationnumerical-derivationnumerical-derivativessymbolic-differentiationsymbolic-computationcoordinate-systems
  Language:R 43

• tomilov / insituc

  x86/x64 JIT compiler for math string expressions written in C++. Parser is Boost.Spirit X3. AST transformations: partial derivation, constant folding.

  jitjit-compilerc-plus-plusluaparserinterpreterx87math-string-expressionsboost-spiritboost-spirit-x3symbolic-mathsymbolic-differentiationintermediate-representation
  Language:C++ 43

• McMasterU / HashedExpression

  Type-safe modelling DSL, symbolic transformation, and code generation for solving optimization problems.

  optimizationoptimization-algorithmssymbolic-computationmachine-learningsymbolicsymbolic-differentiationsolverslbfgstype-safetyhaskelltype-level-programmingipoptlbfgs-bedsl
  Language:Haskell 42

• egladysh / metamath

  Meta mathematics. Symbolic functions and derivatives.

  metamathderivativemathdslsymbolic-computationsymbolic-differentiation
  Language:C++ 32

• maitag / formula

  to play with mathematical formulas at haxe-runtime

  haxemath-expressionsformuladerivationderivation-treemathematical-formulascross-platformmulti-platformsymbolic-differentiation
  Language:Haxe 18

• ZigaSajovic / javaCalculus

  Symbolic multivariate differentiation of arbitrary order and adaptive optimization.

  automatic-differentiationsymbolic-differentiationoptimizationanalytic-derivatives
  Language:Java 17

• joshuanianji / derivative

  Symbolic Differentiation with Elm

  derivativesmathquilllatexelmsymbolic-differentiation
  Language:Elm 14
• delta-dx

  MrRhuezzler / delta-dx

  A Symbolic Differentiator

  differentiationdifferential-equationssymbolic-derivativesymbolic-differentiationpythonsympysymbolic-executionsymbolic-python
  Language:Python 6

• ruijiefang / symbolist

  Simple symbolic differentiator in OCaml

  symbolic-differentiationocaml
  Language:OCaml 6

• thrunduil / sym_arrow

  C++ library for symbolic differentiation. Sym_arrow provides only basic algebraic capabilities but instead is concentraced on calculating symbolic derivatives of expressions as fast as possible.

  symbolic-differentiationsymbolic-expressionscalculating-symbolic-derivatives
  Language:C++ 5

• pdelong42 / SICM

  The Structure and Interpretation of Classical Mechanics

  lagrangian-dynamicshamiltonian-dynamicsphysicscalculus-of-variationssymbolic-differentiation
  Language:Scheme 4

• adamheins / lagrangian-mechanics-3-ways

  Lagrangian mechanics implemented 3 ways: manually, with auto-diff, and symbolically.

  auto-differentiationlagrangian-mechanicsroboticsrobotssymbolic-differentiation
  Language:Jupyter Notebook 3

• RafaelArutjunjan / DerivableFunctions.jl

  Backend-agnostic differentiation with symbolic pass-through in Julia.

  automatic-differentiationsymbolic-differentiationjulia-language
  Language:Julia 3

• leesharma / ex_deriv

  Symbolic differentiation in Elixir

  elixirsymbolic-mathsymbolic-differentiation
  Language:Elixir 2

• maitag / lyapunov-c

  command line tool that generates ppm images to visualize dynamic system functions

  fractallyapunovccommand-line-toolsymbolic-differentiation
  Language:C 2

• justinlubin / Jade

  Jade is a symbolic derivative calculator written in Haskell.

  derivativessymbolic-mathsymbolic-differentiation
  Language:Haskell 1

• Musseffect / electrical-power-systems

  csharpmodeling-languagepower-systems-analysisantlrwpfsymbolic-differentiationtransientsdifferential-algebraic-equationshybrid-systems
  Language:C# 1

• siquus / dac

  Distributed Algebraic Computations

  computational-graphsoptimizationsimulation-frameworknumerical-computationmachine-learningdifferentiationautomatic-differentiationsymbolic-differentiation
  Language:C++ 1

• akanok / Symdiff

  A simple C# library for symbolic differentiation of single-variable functions

  csharpdotnetsymbolic-differentiationlibrary
  Language:C# 0

• devvados / symbolic-calculations

  Символьные вычисления

  csharpsymbolic-differentiationmathintegrationpolynomialsrational-functionscomputer-algebra-systemmatrix-calculationslatex-pdfformula-parserantlrmodernui
  Language:C#

• fastrgv / AutomaticDifferentiation-C-Ada

  Ada Package and C++ Source Templates with examples.

  automatic-differentiationderivativesymbolic-differentiation
  Language:Ada

• gmcdevitt / wcu-csc345-project1

  Symbolic Differentiation

  differentiationlispsymbolic-differentiation
  Language:Common Lisp

• IVIosab / racket-symbolic-differentation

  An implementation of a Symbolic Differentatior in Racket.

  racketsymbolic-differentiation
  Language:Racket

• jacobusmmsmit / tacitdiff

  A library for differentiating tacit BQN expressions.

  autodiffsymbolic-differentiation

• kfl / simple-ad

  SML Implementation of Automatic Differentiation

  smlautomatic-differentiationsymbolic-differentiationsymbolic-manipulation
  Language:Standard ML

• kmolski / err-propagation

  Symbolic differentiation & propagation of error

  differentiationsymbolic-differentiationsymbolic-math
  Language:Scheme

• KuronoSangatsu7 / Symbolic_Differentiation

  An implementation of a Symbolic Differentiator in Racket.

  functional-programmingracketsymbolic-differentiation
  Language:Racket

• xlxs4 / sicp-symbolic-differentiation

  Basic Symbolic Differentiation in Scheme

  lispschemesicpsicp-solutionssymbolic-differentiation
  Language:Scheme