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集合主题趋势排行榜
#

backpropagation

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

simple neural network library in ANSI C

backpropagationgenetic-algorithmartificial-neural-networksannneuronshidden-layers神经网络neural-networksneuralansiCtiny
C 2.15 k
1 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 1.82 k
1 年前
https://static.github-zh.com/github_avatars/Ewenwan?size=40
Ewenwan / Mathematics

数学知识点滴积累 矩阵 数值优化 神经网络反向传播 图优化 概率论 随机过程 卡尔曼滤波 粒子滤波 数学函数拟合

Matrixnumerical-optimizationprobabilitybackpropagationgraph-theorykalman-filterparticle-filter
MATLAB 719
5 年前
https://static.github-zh.com/github_avatars/patrikeh?size=40
patrikeh / go-deep

#计算机科学#Artificial Neural Network

神经网络深度学习classificationregressionbackpropagationGo
Go 549
1 年前
https://static.github-zh.com/github_avatars/lijqhs?size=40
lijqhs / deeplearning-notes

#博客#Notes for Deep Learning Specialization Courses led by Andrew Ng.

深度学习数据科学机器学习算法Coursera统计神经网络cnnTensorflowandrew-ngbackpropagationsequence-models数据分析noteshyperparameter-optimizationsummary
486
3 年前
https://static.github-zh.com/github_avatars/ahmedbesbes?size=40
ahmedbesbes / Neural-Network-from-scratch

Ever wondered how to code your Neural Network using NumPy, with no frameworks involved?

neural-networksbackpropagationNumPy教程Pythonloss
Jupyter Notebook 263
6 年前
https://static.github-zh.com/github_avatars/emilwallner?size=40
emilwallner / Deep-Learning-From-Scratch

#计算机科学#Six snippets of code that made deep learning what it is today.

深度学习linear-regressionmnistleast-squaresgradient-descentbackpropagation
Jupyter Notebook 261
6 年前
https://static.github-zh.com/github_avatars/Jasonnor?size=40
Jasonnor / Backpropagation

#计算机科学#Implementing multilayer neural networks through backpropagation using Java.

backpropagationSwingJava机器学习神经网络
Java 246
8 年前
https://static.github-zh.com/github_avatars/sidroopdaska?size=40
sidroopdaska / SelfDrivingCar

#计算机科学#A collection of all projects pertaining to different layers in the SDC software stack

self-driving-car深度学习深度神经网络OpenCV机器视觉lane-lines-detectioncomputational-graphsbackpropagationdeep-learning-libraryKerasTensorflowclassificationPythonscikit-learnscikit-image
Jupyter Notebook 230
7 年前
https://static.github-zh.com/github_avatars/snrazavi?size=40
snrazavi / Machine_Learning_2018

#计算机科学#Codes and Project for Machine Learning Course, Fall 2018, University of Tabriz

机器学习regressionclassificationlogistic-regressionneural-networkssupport-vector-machinesclusteringdimensionality-reductionpcarecommender-systemanomaly-detectionPythonlinear-regressionsupervised-learninggradient-descentbackpropagation
Jupyter Notebook 216
4 年前
https://static.github-zh.com/github_avatars/mstksg?size=40
mstksg / backprop

#计算机科学#Heterogeneous automatic differentiation ("backpropagation") in Haskell

graphbackpropagation深度学习神经网络gradient-descentautomatic-differentiation
Haskell 187
11 天前
https://static.github-zh.com/github_avatars/MorvanZhou?size=40
MorvanZhou / npnet

Build neural networks based only on Numpy

NumPy神经网络simplelayerbackpropagation
Python 168
2 年前
https://static.github-zh.com/github_avatars/Somnibyte?size=40
Somnibyte / MLKit

#计算机科学#A simple machine learning framework written in Swift 🤖

regressionSwift机器学习人工智能linear-regressionmlkit神经网络feedforward-neural-networkbackpropagationkmeansgenetic-algorithm
Swift 152
7 年前
https://static.github-zh.com/github_avatars/ADGEfficiency?size=40
ADGEfficiency / teaching-monolith

Data science teaching materials

teaching-materialsTest-driven developmentbackpropagationBashGitNumPy统计Python
Jupyter Notebook 149
4 个月前
https://static.github-zh.com/github_avatars/differential-machine-learning?size=40
differential-machine-learning / notebooks

#计算机科学#Implement, demonstrate, reproduce and extend the results of the Risk articles 'Differential Machine Learning' (2020) and 'PCA with a Difference' (2021) by Huge and Savine, and cover implementation det...

quantitative-financederivativesrisk-managementpricing机器学习深度学习automatic-differentiationaadTensorflownotebooksregression-modelsbackpropagation
Jupyter Notebook 144
3 年前
https://static.github-zh.com/github_avatars/DataForScience?size=40
DataForScience / DeepLearning

#计算机科学#Deep Learning From Scratch

深度学习教程机器学习linear-regressionlogistic-regressionmnistbackpropagation
Jupyter Notebook 139
2 年前
https://static.github-zh.com/github_avatars/fotisk07?size=40
fotisk07 / Deep-Learning-Coursera

#计算机科学#Projects from the Deep Learning Specialization from deeplearning.ai provided by Coursera

神经网络人工智能matplotlibnumpy-tutorial深度学习深度神经网络backpropagationgradient-descentdeeplearning-aiJupyter NotebookrnnKeraskeras-neural-networksTensorflowcnn-classificationpoetry-generatormusic-generation
Jupyter Notebook 136
7 年前
https://static.github-zh.com/github_avatars/Ameobea?size=40
Ameobea / neural-network-from-scratch

A neural network library written from scratch in Rust along with a web-based application for building + training neural networks + visualizing their outputs

神经网络RustWebAssemblygradient-descentbackpropagationneural-networkswasm-bindgensimd数据可视化
Rust 133
8 个月前
https://static.github-zh.com/github_avatars/olivia-ai?size=40
olivia-ai / the-math-behind-a-neural-network

#计算机科学#Mathematics paper recapitulating the calculus behind a neural network and its back propagation

数学神经网络backpropagation机器学习guide深度学习
TeX 133
5 年前
https://static.github-zh.com/github_avatars/saschagrunert?size=40
saschagrunert / nn

#计算机科学#A tiny neural network 🧠

Haskellbackpropagation机器学习神经网络neural-networks
Haskell 127
7 年前
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