differentiation

There are 5 repositories under differentiation topic.

gorgonia
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
Language:Go 5356
mathnet / mathnet-numerics
Math.NET Numerics
math numerics linear-algebra fsharp matrix random mathnet csharp interpolation regression statistics integration fft differentiation
Language:C# 3398
autodiff / autodiff
automatic differentiation made easier for C++
automatic-differentiation auto-differentiation autodiff autodifferentiation differentiation derivatives numerical-derivation
Language:C++ 1536
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 hacktoberfest inequality integration jupyter latex math nuget parse parsing solver symbolic-manipulation symbolic-math
Language:C# 760
uncertainties
lmfit / uncertainties
Transparent calculations with uncertainties on the quantities involved (aka "error propagation"); calculation of derivatives.
autodiff autodifferentiation differentiation error-propagation uncertainties
Language:Python 540
jiggzson / nerdamer
a symbolic math expression evaluator for javascript
solve-equations symbolic math javascript equation expressions integration differentiation algebra solver latex substitutions calculus fractions fraction
Language:JavaScript 506
vgvassilev / clad
clad -- automatic differentiation for C/C++
clang-compiler differentiation gradient derivative-functions llvm
Language:C++ 251
dpeerlab / Palantir
Single cell trajectory detection
scrna-seq scrna-seq-analysis manifold-learning dimensionality-reduction diffusion-maps markov-chain differentiation single-cell-genomics trajectory-generation cell-fate-transitions
Language:Jupyter Notebook 195
joaoleal / CppADCodeGen
Source Code Generation for Automatic Differentiation using Operator Overloading
differentiation c-plus-plus algorithmic-differentation mathml dae latex automatic-differentiation jit
Language:C++ 153
MKL.NET
MKL-NET / MKL.NET
A simple cross platform .NET API for Intel MKL
mkl cross-platform matrix linear-algebra differentiation integration math root-finding optimization minimum
Language:C# 150
DeepMLNet / DeepNet
Deep.Net machine learning framework for F#
cuda deep-learning differentiation dotnet fsharp gpu gpu-acceleration gpu-computing machine-learning ndarray symbolic-computation symbolic-execution-engine tensor
Language:F# 102
gdalle / DifferentiationInterface.jl
An interface to various automatic differentiation backends in Julia.
ad autodiff automatic-differentiation differentiation julia machine-learning
Language:Julia 96
JamesYang007 / FastAD
FastAD is a C++ implementation of automatic differentiation both forward and reverse mode.
linux cpp17 automatic-differentiation macos derivatives auto-differentiation differentiation autodiff autodifferentiation math
Language:C++ 91
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
Language:C# 66
NumDiff
jacobwilliams / NumDiff
Modern Fortran Numerical Differentiation Library
differentiation numerical-methods optimization sparsity-optimization graph-coloring finite-differences numerical-differentiation
Language:Fortran 62
imurray / chol-rev
Backpropagate derivatives through the Cholesky decomposition
automatic-differentiation backpropagation cholesky cholesky-decomposition differentiation
Language:Fortran 56
andgoldschmidt / derivative
Optimal numerical differentiation of noisy time series data in python.
differentiation experimental-data numerical-differentiation
Language:Python 51
xFunc
sys27 / xFunc
xFunc provides a powerful parser and analyzer for mathematical expressions. It excels at calculating derivatives, simplifying expressions, and achieving high performance.
lexer parse c-sharp math mathematics logic analyzer derivative differentiation complex-numbers parser simplification expression dotnet units units-of-measure math-parser evaluate-expressions
Language:C# 49
BartJongejan / Bracmat
Programming language for symbolic computation with unusual combination of pattern matching features: Tree patterns, associative patterns and expressions embedded in patterns.
pattern-matching semi-structured-data programming-language xml json symbolic-computation language-technology natural-language-processing high-level-language rosettacode html computer-algebra differentiation structured-data unstructured-data tree-structure bignumbers epoc gcc expression-evaluator
Language:C 47
HDembinski / jacobi
Numerical derivatives for Python
differentiation error-propagation uncertainties
Language:Jupyter Notebook 41
sehyoun / MATLABAutoDiff
Automatic Differentiation Package for MATLAB
matlab automatic differentiation
Language:MATLAB 41
jimfleming / differentiation
Implementing (parts of) TensorFlow (almost) from Scratch
differentiation numpy tensorflow
Language:Python 31
rakeshvar / Zygote-Mutating-Arrays-WorkAround.jl
A tutorial on how to work around ‘Mutating arrays is not supported’ error while performing automatic differentiation (AD) using the Julia package Zygote.
automatic-differentiation ctc-loss differentiation julia mutating-arrays zygote
Language:Jupyter Notebook 29
SciFracX / FractionalCalculus.jl
FractionalCalculus.jl: A Julia package for high performance, comprehensive and high precision numerical fractional calculus computing.
julia fractional-calculus riemann-liouville grunwald-letnikov numerical caputo differintegral algorithms differentiation integration matrix-discrete
Language:Julia 29
dfdx / XDiff.jl
eXpression differentiation in Julia
tensor einstein-notation derivative differentiation
Language:Julia 28
rpopplewell / calculus
The original Golang library for single variable differentiation and integration.
calculus differentiation go golang-library
Language:Go 27
ssmit1986 / DualNumbers
Implementation of dual numbers for automatic differentiation of programs
dual-numbers mathematica differentiation dual-arrays
Language:Mathematica 22
ujjwalkhandelwal / Dual-numbers-and-automatic-differentiation-using-Python
Implemented the forward mode of automatic differentiation with the help of dual numbers using Python.
automatic-differentiation differentiation dual-numbers functions python
Language:Jupyter Notebook 17
WPZgithub / CEFCON
Deciphering driver regulators of cell fate decisions from single-cell RNA-seq data
attention-mechanism cell-fate graph-neural-networks single-cell-analysis driver-regulators differentiation gene-regulatory-networks network-control deep-learning
Language:Jupyter Notebook 15
arthurits / SignalAnalysis
Signal analysis tool featuring FFT (fast Fourier transform), fractal dimension, entropy, and numerical differentiation and integration
entropy entropy-bits fft fft-analysis fractal fractal-algorithms shannon-entropy signal signal-analysis signal-processing hacktoberfest derivative differentiation numerical-differentiation numerical-methods numerical-integration
Language:C# 14
horchler / sgolayfilt
Savitzky-Golay differentiation filters
matlab differentiation-filters derivative differentiation smoothing signal-processing filter
Language:MATLAB 13
HyperJet
oberbichler / HyperJet
Algorithmic differentiation with hyper-dual numbers in C++ and Python
automatic-differentiation auto-differentiation autodiff autodifferentiation differentiation derivatives numerical-derivation gradient hessian dual-numbers algorithmic-differentiation hyper-dual-numbers
Language:C++ 13
Technologicat / python-wlsqm
Weighted least squares meshless interpolator and differentiator.
numerical interpolation differentiation curve-fitting least-squares meshless numpy cython python python2 python3 python27 python34
Language:Cython 13
triepels / cgraph
Computational Graphs in R
r computational graph automatic differentiation
Language:R 12
EasyKayzey / CASprzak
CASprzak is a Computer Algebra System by EasyKayzey (Erez Israeli Miller and Michael Kasprzak)
math cas parsing computer-algebra-system differentiation integration hacktoberfest
Language:Java 10
JuliaManifolds / ManifoldDiff.jl
Differentiation on manifolds
automatic-differentiation differentiation julia manifolds
Language:Julia 10