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集合主题趋势排行榜
#

auto-differentiation

Website
Wikipedia
https://static.github-zh.com/github_avatars/NVIDIA?size=40
NVIDIA / MinkowskiEngine

#计算机科学#Minkowski Engine is an auto-diff neural network library for high-dimensional sparse tensors

神经网络机器视觉sparse-tensorsconvolutional-neural-networkssemantic-segmentationauto-differentiationspatio-temporal-analysisspace-time深度学习3d-convolutional-network3d-visionsparse-convolutionPyTorchCUDA
Python 2.71 k
1 年前
https://static.github-zh.com/github_avatars/autodiff?size=40
autodiff / autodiff

automatic differentiation made easier for C++

automatic-differentiationauto-differentiationautodiffdifferentiationderivatives
C++ 1.81 k
5 个月前
https://static.github-zh.com/github_avatars/anassinator?size=40
anassinator / ilqr

Iterative Linear Quadratic Regulator with auto-differentiatiable dynamics models

trajectory-optimizationdifferential-dynamic-programmingtheanoauto-differentiationmodel-predictive-controlcontrol-systemsmpcmpc-controloptimal-control
Python 411
3 年前
https://static.github-zh.com/github_avatars/c0dearm?size=40
c0dearm / mushin

#计算机科学#Computational graphs with reverse automatic differentation in the GPU

Rustauto-differentiation深度学习机器学习
Rust 392
3 年前
https://static.github-zh.com/github_avatars/abess-team?size=40
abess-team / skscope

skscope: Sparse-Constrained OPtimization via itErative-solvers

Pythonsparsity-optimizationscikit-learnnonlinear-optimizationauto-differentiationjax
Python 334
8 个月前
https://static.github-zh.com/github_avatars/JamesYang007?size=40
JamesYang007 / FastAD

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

LinuxC++automatic-differentiationmacOSderivativesauto-differentiationdifferentiationautodiff数学
C++ 108
2 年前
https://static.github-zh.com/github_avatars/EnzymeAD?size=40
EnzymeAD / oxide-enzyme

Enzyme integration into Rust. Experimental, do not use.

Rustauto-differentiationadenzymegradientderivative
Rust 101
2 年前
https://static.github-zh.com/github_avatars/thtrieu?size=40
thtrieu / essence

#计算机科学#AutoDiff DAG constructor, built on numpy and Cython. A Neural Turing Machine and DeepQ agent run on it. Clean code for educational purpose.

机器学习dropoutlstmmnistlenetquestion-answeringcomputational-graphsauto-differentiationconvolutional-neural-networksconvolutional-networksrecurrent-neural-networks深度学习deep-q-networkreinforcement-learning
Python 77
5 年前
https://static.github-zh.com/github_avatars/AkiRusProd?size=40
AkiRusProd / numpy-nn-model

#计算机科学#Сustom torch style machine learning framework with automatic differentiation implemented on numpy, allows build GANs, VAEs, etc.

神经网络Generative Adversarial Networkvae深度学习机器学习convolutional-neural-networkvariational-autoencoderautoencodermnistautogradautodiffautomatic-differentiationauto-differentiation
Python 74
3 个月前
https://static.github-zh.com/github_avatars/DENG-MIT?size=40
DENG-MIT / Arrhenius.jl

#计算机科学#Differentiable Reacting Flow Modeling Software

scimlJulia 语言机器学习深度学习auto-differentiationflameenergyChemistry神经网络Computational Fluid Dynamics (CFD)
Jupyter Notebook 60
2 年前
https://static.github-zh.com/github_avatars/GalacticDynamics?size=40
GalacticDynamics / unxt

Unitful Quantities in JAX

jaxquantitiesunitsarrayauto-differentiation
Python 42
7 天前
https://static.github-zh.com/github_avatars/metamath1?size=40
metamath1 / noviceml

#计算机科学#도서 머신러닝·딥러닝에 필요한 기초 수학 with 파이썬의 예제 코드와 그래프 그리는 코드 및 웹앱 저장소

深度学习linear-regressionderivativesauto-differentiationoptimizationfunctions
Jupyter Notebook 41
2 年前
https://static.github-zh.com/github_avatars/GalacticDynamics?size=40
GalacticDynamics / galax

Galactic and Gravitational Dynamics in Python (+ GPU and autodiff)

AstronomyAstrophysicsdynamicsgalaxyjaxdynamical-systemsauto-differentiationgpu-acceleration
Python 39
1 个月前
https://static.github-zh.com/github_avatars/supremacyfuture?size=40
supremacyfuture / VQC

variational quantum circuit simulator in Julia, under GPLv3

quantum-circuitauto-differentiation
Julia 32
5 年前
https://static.github-zh.com/github_avatars/anassinator?size=40
anassinator / gp

#计算机科学#Differentiable Gaussian Process implementation for PyTorch

PyTorchgaussian-processes人工智能机器学习auto-differentiation
Python 22
7 年前
https://static.github-zh.com/github_avatars/TensorBFS?size=40
TensorBFS / dTRG

tensor-networkauto-differentiationpytorch-implementation
Python 19
6 年前
https://static.github-zh.com/github_avatars/oberbichler?size=40
oberbichler / HyperJet

Algorithmic differentiation with hyper-dual numbers in C++ and Python

automatic-differentiationauto-differentiationautodiffdifferentiationderivativesgradienthessian
C++ 16
10 个月前
https://static.github-zh.com/github_avatars/coderonion?size=40
coderonion / ggml-zig

#大语言模型#[ ggml: Tensor library for machine learning ] written in zig.

ggmlllama机器学习Ziglarge-language-modelsaigc大语言模型wizardcoderchatglmChatGPTgpt4tensorgptauto-differentiation深度学习
Zig 15
2 年前
https://static.github-zh.com/github_avatars/sharan-dce?size=40
sharan-dce / autograd

Auto-differentiation library for C++

vectorgraphgradientautogradauto-differentiation
C++ 12
3 年前
https://static.github-zh.com/github_avatars/slimgroup?size=40
slimgroup / JutulDarcyRules.jl

JutulDarcyRules: ChainRules extension to Jutul and JutulDarcy

auto-differentiationJulia 语言scalable
Julia 11
4 个月前
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