automatic-differentiation topic

List automatic-differentiation repositories

nadl

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A small framework that can perform automatic differentiation.

autodiff

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A .NET library that provides fast, accurate and automatic differentiation (computes derivative / gradient) of mathematical functions.

Grassmann.jl

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⟨Grassmann-Clifford-Hodge⟩ multilinear differential geometric algebra

backprop

177
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Heterogeneous automatic differentiation ("backpropagation") in Haskell

Zygote-Mutating-Arrays-WorkAround.jl

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A tutorial on how to work around ‘Mutating arrays is not supported’ error while performing automatic differentiation (AD) using the Julia package Zygote.

Arraymancer

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95
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A fast, ergonomic and portable tensor library in Nim with a deep learning focus for CPU, GPU and embedded devices via OpenMP, Cuda and OpenCL backends

optim

779
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OptimLib: a lightweight C++ library of numerical optimization methods for nonlinear functions

spago

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86
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Self-contained Machine Learning and Natural Language Processing library in Go

Shadowrocket-ADBlock-Rules

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提供多款 Shadowrocket 规则,带广告过滤功能。用于 iOS 未越狱设备选择性地自动翻墙。