differentiation 开源项目推荐（177 个）

HIPS /autograd

Efficiently computes derivatives of NumPy code.

gorgonia /gorgonia

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

mathnet /mathnet-numerics

Math.NET数字学

autodiff /autodiff

C++更容易自动区分

ASC-Community /AngouriMath

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

lmfit /uncertainties

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

jiggzson /nerdamer

a symbolic math expression evaluator for javascript

vgvassilev /clad

clad -- automatic differentiation for C/C++

dpeerlab /Palantir

Single cell trajectory detection

JuliaDiff /DifferentiationInterface.jl

An interface to various automatic differentiation backends in Julia.

joaoleal /CppADCodeGen

Source Code Generation for Automatic Differentiation using Operator Overloading

MKL-NET /MKL.NET

A simple cross platform .NET API for Intel MKL

JamesYang007 /FastAD

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

DeepMLNet /DeepNet

Deep.Net machine learning framework for F#

jacobwilliams /NumDiff

Modern Fortran Numerical Differentiation Library

KvanTTT /MathExpressions.NET

➗ Library for parsing math expressions with rational numbers, finding their derivatives and compiling an optimal IL code

andgoldschmidt /derivative

Optimal numerical differentiation of noisy time series data in python.

sys27 /xFunc

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

imurray /chol-rev

Backpropagate derivatives through the Cholesky decomposition

HDembinski /jacobi

Numerical derivatives for Python