autodiff topic

List autodiff repositories

betty

324
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28
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Betty: an automatic differentiation library for generalized meta-learning and multilevel optimization

wyrm

173
Stars
13
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Autodifferentiation package in Rust.

autoptim

104
Stars
9
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Automatic differentiation + optimization

SmallPebble

114
Stars
14
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Minimal deep learning library written from scratch in Python, using NumPy/CuPy.

easytorch

76
Stars
4
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基于Python的numpy实现的简易深度学习框架,包括自动求导、优化器、layer等的实现。

Nabla.jl

67
Stars
5
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A operator overloading, tape-based, reverse-mode AD

FastAD

93
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4
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FastAD is a C++ implementation of automatic differentiation both forward and reverse mode.

sunode

98
Stars
10
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Solve ODEs fast, with support for PyMC

morphine

15
Stars
4
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poppy derivatives

MissionImpossible

20
Stars
2
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A concise C++17 implementation of automatic differentiation (operator overloading)