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Search results for gradient mini
gradient
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mini
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13 search results found
Supervised Reptile
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950
Code for the paper "On First-Order Meta-Learning Algorithms"
Deep Learning
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107
personal practice(个人练习,实现了深度学习中的一些算法,包括:四种初始化方法(zero initialize, random initialize, xavier initialize, he initialize),深度神经网络,正则化,dropout, 三种梯度下降方法(BGD, SGD, mini-batch),六种优化算法(momentum、nesterov momentum、Adagrad、Adadelta、RMSprop、Adam),梯度检验、batch normalization)、RNN
Sib_meta_learn
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37
Code of Empirical Bayes Transductive Meta-Learning with Synthetic Gradients
Nice_button
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28
Deepops
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21
a mini Deep Learning framework supporting GPU accelerations written with CUDA
Minineuralnets
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19
A framework for mini neural networks (perceptrons), written from scratch in python. The goal of the project is to demystify the workings of a neural network and various training algorithms by providing code written from scratch for the simplest neural network one could have.
Inversionson
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16
Full-Waveform Inversion workflow manager which automates the inversion process.
Nodeneuralnetwork
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13
Nodejs implementation of Neural Network. It uses compute cluster for map reduce and implements stochastic/step/batch gradient descent for finding of global minimum of cost function.
Digit Recognizer
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8
A project I made to practice my newfound Neural Network knowledge - I used Python and Numpy to train a network to recognize MNIST images. Adam and mini-batch gradient descent implemented
Simple Gradient Boosting
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8
Very simple and short implementation of gradient boosting in 18 lines of code
Svrg Pytorch
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7
Implementation of an efficient variant of SVRG that relies on mini-batching implemented in Pytorch
Cifar10 Handson
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6
Hands-on prepared for one of my presentations that took place on Computer Vision's mini-course at student's orgranization called "Gradient" (Gdańsk University of Technology)
Gradient Descent Variants
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6
My implementation of Batch, Stochastic & Mini-Batch Gradient Descent Algorithm using Python
Fully Connected Nn
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5
Fully Connected Neural Network
Gradientdecent
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5
gradient decent(Batch、SGD、Mini-batch) implementation from scrach
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