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集合主题趋势排行榜
#

autodiff

Website
Wikipedia
https://static.github-zh.com/github_avatars/tracel-ai?size=40
tracel-ai / burn

#计算机科学#burn 是一个Rust的深度学习框架

autodiff深度学习机器学习Rustscientific-computingndarraytensor神经网络PyTorchcross-platformkernel-fusiononnxWebAssemblywebgpuCUDAmetalrocmvulkan
Rust 12.41 k
33 分钟前
https://static.github-zh.com/github_avatars/google?size=40
google / tangent

#计算机科学#Source-to-Source Debuggable Derivatives in Pure Python

autodiffautomatic-differentiation机器学习深度学习
Python 2.32 k
3 年前
https://static.github-zh.com/github_avatars/coreylowman?size=40
coreylowman / dfdx

#计算机科学#Deep learning in Rust, with shape checked tensors and neural networks

Rustautogradautodiff机器学习神经网络backpropagationtensor深度学习深度神经网络CUDAcuda-kernelsgpugpu-accelerationgpu-computingcudnn
Rust 1.83 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++ 1.82 k
6 个月前
https://static.github-zh.com/github_avatars/microsoft?size=40
microsoft / Trace

#大语言模型#End-to-end Generative Optimization for AI Agents

agentsautodiffoptimizationlarge-language-modelsprompt-optimizationagentic-agiagentic-workflowend-to-end大语言模型人工智能机器学习optimizerPython
Python 631
1 个月前
https://static.github-zh.com/github_avatars/lmfit?size=40
lmfit / uncertainties

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

differentiationautodiff
Python 623
18 天前
https://static.github-zh.com/github_avatars/DiffSharp?size=40
DiffSharp / DiffSharp

#计算机科学#DiffSharp: Differentiable Functional Programming

机器学习tensor.NETautodiffgpu深度学习神经网络
F# 600
1 年前
https://static.github-zh.com/github_avatars/cpfiffer?size=40
cpfiffer / julia-bootcamp-2022

autodiffbayesian-statisticseconometricsJulia 语言numerical-optimization统计
Jupyter Notebook 479
2 年前
https://static.github-zh.com/github_avatars/dlsys-course?size=40
dlsys-course / assignment1-2018

Assignment 1: automatic differentiation

autodiffcomputation-graph
Python 474
6 年前
https://static.github-zh.com/github_avatars/google?size=40
google / autobound

AutoBound automatically computes upper and lower bounds on functions.

autodiffinterval-arithmeticjax
Python 359
1 年前
https://static.github-zh.com/github_avatars/leopard-ai?size=40
leopard-ai / betty

#计算机科学#Betty: an automatic differentiation library for generalized meta-learning and multilevel optimization

autodiffautomatic-differentiationmeta-learninghyperparameter-optimizationneural-architecture-searchreinforcement-learning人工智能机器学习深度学习implicit-differentiationPyTorch
Python 342
1 年前
https://static.github-zh.com/github_avatars/JuliaDiff?size=40
JuliaDiff / DifferentiationInterface.jl

#计算机科学#An interface to various automatic differentiation backends in Julia.

autodiffJulia 语言automatic-differentiationdifferentiation机器学习
Julia 268
16 天前
https://static.github-zh.com/github_avatars/rsokl?size=40
rsokl / MyGrad

#计算机科学#Drop-in autodiff for NumPy.

NumPyautograd深度学习autodiff
Python 212
7 个月前
https://static.github-zh.com/github_avatars/maciejkula?size=40
maciejkula / wyrm

#计算机科学#Autodifferentiation package in Rust.

机器学习人工智能neural-networksautodiffRust
Rust 176
7 年前
https://static.github-zh.com/github_avatars/PennyLaneAI?size=40
PennyLaneAI / catalyst

A JIT compiler for hybrid quantum programs in PennyLane

jitmlirautodiffautomatic-differentiationjaxLLVMPythonQuantum Computing
Python 174
5 天前
https://static.github-zh.com/github_avatars/hikettei?size=40
hikettei / cl-waffe2

[Experimental] Graph and Tensor Abstraction for Deep Learning all in Common Lisp

人工智能autodiffCommon Lisp数学
Common Lisp 147
8 个月前
https://static.github-zh.com/github_avatars/JuliaDecisionFocusedLearning?size=40
JuliaDecisionFocusedLearning / ImplicitDifferentiation.jl

#计算机科学#Automatic differentiation of implicit functions

Julia 语言automatic-differentiation机器学习autodiffimplicitoptimization
Julia 132
8 天前
https://static.github-zh.com/github_avatars/sradc?size=40
sradc / SmallPebble

#计算机科学#Small deep learning library written from scratch in Python, using NumPy/CuPy.

autodiffNumPycupy深度学习神经网络Python机器学习
Python 125
3 年前
https://static.github-zh.com/github_avatars/TilliFe?size=40
TilliFe / Infermo

#计算机科学#Tensors and dynamic Neural Networks in Mojo

autodiffautomatic-differentiation机器学习modularmojotraining神经网络autograd人工智能深度学习mlpmnisttransformer
Mojo 125
1 年前
https://static.github-zh.com/github_avatars/can-lehmann?size=40
can-lehmann / exprgrad

#计算机科学#An experimental deep learning framework for Nim based on a differentiable array programming language

Nim机器学习深度学习automatic-differentiationgradient编译器dsltensorautodiffLLVM神经网络opencl
Nim 121
3 年前
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