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集合主题趋势排行榜
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gradient-descent

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

#计算机科学#Gorgonia is a library that helps facilitate machine learning in Go.

机器学习人工智能神经网络computation-graphdifferentiationGogradient-descentgorgonia深度学习深度神经网络automatic-differentiationHacktoberfestgraph-computation
Go 5.78 k
10 个月前
https://static.github-zh.com/github_avatars/google?size=40
google / neural-tangents

Fast and Easy Infinite Neural Networks in Python

neural-networksgaussian-processesjaxKerneldeep-networksgradient-descentbayesian-networksbayesian-inference
Jupyter Notebook 2.34 k
1 年前
https://static.github-zh.com/github_avatars/kthohr?size=40
kthohr / optim

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

evolutionary-algorithmsparticle-swarm-optimizationbfgsC++optimizationoptimization-algorithmsopenmpgradient-descentautomatic-differentiation
C++ 856
1 年前
https://static.github-zh.com/github_avatars/Sergio0694?size=40
Sergio0694 / NeuralNetwork.NET

#计算机科学#A TensorFlow-inspired neural network library built from scratch in C# 7.3 for .NET Standard 2.0, with GPU support through cuDNN

神经网络convolutional-neural-networksgradient-descent机器学习cnnsupervised-learning人工智能CUDAgpu-accelerationC#netstandardnet-frameworkVisual Studio
C# 559
3 年前
https://static.github-zh.com/github_avatars/Ryota-Kawamura?size=40
Ryota-Kawamura / Mathematics-for-Machine-Learning-and-Data-Science-Specialization

#计算机科学#Master the Toolkit of AI and Machine Learning. Mathematics for Machine Learning and Data Science is a beginner-friendly Specialization where you’ll learn the fundamental mathematics toolkit of machine...

gradient-descentbayesian-statisticscalculuslinear-algebralinear-regression机器学习mathematical-optimization数学probability
Jupyter Notebook 539
2 年前
https://static.github-zh.com/github_avatars/breandan?size=40
breandan / kotlingrad

🧩 Shape-Safe Symbolic Differentiation with Algebraic Data Types

automatic-differentiationdifferentiable-programmingComputer algebraKotlintypesoptimizationgradient-descentalgebraic-data-typesarray-programmingmessage-passinglinear-algebra中文
Kotlin 537
6 个月前
https://static.github-zh.com/github_avatars/volotat?size=40
volotat / DiffMorph

Image morphing without reference points by applying warp maps and optimizing over them.

warp-mapimage-morphingwarp-operationgradient-descentmorphmorphingwarp
Python 483
3 年前
https://static.github-zh.com/github_avatars/gokadin?size=40
gokadin / ai-simplest-network

#计算机科学#The simplest form of an artificial neural network explained and demonstrated.

artificial-neural-networks人工智能机器学习教程gradient-descentGo
Go 400
5 年前
https://static.github-zh.com/github_avatars/shreyans29?size=40
shreyans29 / thesemicolon

#计算机科学#This repository contains Ipython notebooks and datasets for the data analytics youtube tutorials on The Semicolon.

神经网络pandas-tutorialgradient-descentKerasscikit-learnmatplotlibNumPy机器学习深度学习convolutional-neural-networkscnn-kerassentiment-analysis数据科学lstmrnn教程
Jupyter Notebook 392
5 年前
https://static.github-zh.com/github_avatars/cvanaret?size=40
cvanaret / Uno

A next-gen SQP & barrier solver for nonlinearly constrained optimization

optimization-algorithmsoptimizationnonlinear-optimizationnonlinear-programminggradient-descentnumerical-optimizationinterior-point-methodquadratic-programmingconstrained-optimizationmathematical-optimizationC++
C++ 335
2 天前
https://static.github-zh.com/github_avatars/hiroyuki-kasai?size=40
hiroyuki-kasai / NMFLibrary

NMFLibrary: Non-negative Matrix Factorization (NMF) Library: Version 2.1

nmfoptimization-algorithmsmatrix-factorization数据分析constrained-optimizationgradient-descentonline-learning
MATLAB 325
2 年前
https://static.github-zh.com/github_avatars/gy910210?size=40
gy910210 / neural-network-from-scratch

Implementing Multiple Layer Neural Network from Scratch

神经网络computation-graphgradient-descent
Python 321
9 年前
https://static.github-zh.com/github_avatars/ikostrikov?size=40
ikostrikov / pytorch-meta-optimizer

#计算机科学#A PyTorch implementation of Learning to learn by gradient descent by gradient descent

PyTorch深度学习gradient-descent
Python 314
7 年前
https://static.github-zh.com/github_avatars/Suji04?size=40
Suji04 / ML_from_Scratch

Implementation of basic ML algorithms from scratch in python...

YouTubeknn-algorithmlinear-regressionlogistic-regressiongradient-descentPythondecision-tree-classifier
Jupyter Notebook 300
4 年前
https://static.github-zh.com/github_avatars/xie-lab-ml?size=40
xie-lab-ml / deep-learning-dynamics-paper-list

#计算机科学#This is a list of peer-reviewed representative papers on deep learning dynamics (optimization dynamics of neural networks). The success of deep learning attributes to both network architecture and sto...

深度学习gradient-descent机器学习optimization
277
1 年前
https://static.github-zh.com/github_avatars/tsycnh?size=40
tsycnh / mlbasic

深度学习常用优化方法详解

gradient-descentmomentum
Python 268
8 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/YiranJing?size=40
YiranJing / Coronavirus-Epidemic-COVID-19

👩🏻‍⚕️Covid-19 estimation and forecast using statistical model; 新型冠状病毒肺炎统计模型预测 (Jan 2020)

statistical-models可视化Pythoncoronavirusepidemic-modelCOVID-19gradient-descent
Jupyter Notebook 243
2 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/krishnakumarsekar?size=40
krishnakumarsekar / awesome-machine-learning-deep-learning-mathematics

#算法刷题#A curated list of mathematics documents ,Concepts, Study Materials , Algorithms and Codes available across the internet for machine learning and deep learning

深度学习机器学习算法数学linear-algebrastatic-analysisprobabilitygradient-descentapproximation-algorithms
215
8 年前
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