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430

5.5k

apache-2.0

191

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

go golang gorgonia deeplearning deep-learning hacktoberfest neural-network differentiation gradient-descent machine-learning computation-graph graph-computation deep-neural-networks artificial-intelligence symbolic-differentiation automatic-differentiation

Created 2016-09-14

896 commits to master branch, last one about a year ago

mathnet-numerics mathnet

897

3.5k

mit

209

Math.NET Numerics

fft math csharp fsharp matrix random mathnet numerics regression statistics integration interpolation linear-algebra differentiation

Created 2009-06-24

3,351 commits to master branch, last one 10 months ago

autodiff autodiff

172

1.7k

mit

43

automatic differentiation made easier for C++

autodiff derivatives differentiation autodifferentiation auto-differentiation numerical-derivation automatic-differentiation

Created 2018-07-19

594 commits to main branch, last one 13 days ago

AngouriMath asc-community

74

782

mit

29

New open-source cross-platform symbolic algebra library for C# and F#. Can be used for both production and research purposes.

math latex nuget parse csharp fsharp solver algebra jupyter parsing calculus equations inequality integration symbolic-math differentiation computer-algebra arbitrary-precision symbolic-manipulation

Created 2019-11-27

1,502 commits to master branch, last one 4 months ago

uncertainties lmfit

76

582

other

12

Transparent calculations with uncertainties on the quantities involved (aka "error propagation"); calculation of derivatives.

autodiff uncertainties differentiation error-propagation autodifferentiation

Created 2010-06-11

2,648 commits to master branch, last one about a month ago

clad vgvassilev

122

288

lgpl-3.0

17

clad -- automatic differentiation for C/C++

llvm gradient clang-compiler differentiation derivative-functions

Created 2014-02-21

1,244 commits to master branch, last one 3 days ago

Palantir dpeerlab

50

220

gpl-2.0

11

Single cell trajectory detection

scrna-seq markov-chain diffusion-maps differentiation manifold-learning scrna-seq-analysis single-cell-genomics cell-fate-transitions trajectory-generation dimensionality-reduction

Created 2017-11-22

267 commits to master branch, last one about a month ago

DifferentiationInterface.jl JuliaDiff

13

188

mit

7

An interface to various automatic differentiation backends in Julia.

ad julia autodiff differentiation machine-learning automatic-differentiation

Created 2024-01-09

385 commits to main branch, last one 13 hours ago

CppADCodeGen joaoleal

38

170

other

10

Source Code Generation for Automatic Differentiation using Operator Overloading

dae jit latex mathml c-plus-plus differentiation automatic-differentiation algorithmic-differentation

Created 2011-12-26

988 commits to master branch, last one 2 months ago

MKL.NET MKL-NET

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164

apache-2.0

14

A simple cross platform .NET API for Intel MKL

mkl math matrix minimum integration optimization root-finding cross-platform linear-algebra differentiation

Created 2020-08-27

656 commits to master branch, last one about a month ago

FastAD JamesYang007

3

103

mit

5

FastAD is a C++ implementation of automatic differentiation both forward and reverse mode.

math cpp17 linux macos autodiff derivatives differentiation autodifferentiation auto-differentiation automatic-differentiation

Created 2019-04-17

375 commits to master branch, last one about a year ago

DeepNet DeepMLNet

9

102

apache-2.0

21

Deep.Net machine learning framework for F#

gpu cuda dotnet fsharp tensor ndarray deep-learning gpu-computing differentiation gpu-acceleration machine-learning symbolic-computation symbolic-execution-engine

Created 2016-05-23

1,375 commits to master branch, last one 6 years ago

NumDiff jacobwilliams

7

65

other

8

Modern Fortran Numerical Differentiation Library

optimization graph-coloring differentiation numerical-methods finite-differences sparsity-optimization numerical-differentiation

Created 2016-10-31

98 commits to master branch, last one 8 months ago

xFunc sys27

6

57

mit

8

xFunc provides a powerful parser and analyzer for mathematical expressions. It excels at calculating derivatives, simplifying expressions, and achieving high performance.

math lexer logic parse units dotnet parser c-sharp analyzer derivative expression math-parser mathematics simplification complex-numbers differentiation units-of-measure evaluate-expressions

Created 2012-12-26

1,861 commits to dev branch, last one 8 days ago