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Search results for network optimization
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75 search results found
Vega
⭐
790
AutoML tools chain
Awesome Deep Neural Network Compression
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475
Summary, Code for Deep Neural Network Quantization
Powermodels.jl
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357
A Julia/JuMP Package for Power Network Optimization
Optnet
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321
OptNet: Differentiable Optimization as a Layer in Neural Networks
Chinese Ufldl Tutorial
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282
[UNMAINTAINED] 非监督特征学习与深度学习中文教程,该版本翻译自新版 UFLDL Tutorial 。建议新人们去学习斯坦福的CS231n课程,该门课程在网易云课堂上也有一个配有中文字幕的版本。
Np Hard Deep Reinforcement Learning
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231
pytorch neural combinatorial optimization
Neuralverification.jl
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215
Methods to soundly verify deep neural networks
Neuralgenetic
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201
Building and training artificial neural networks (regression or classification) using the genetic algorithm.
Quantum Neural Networks
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156
This repository contains the source code used to produce the results presented in the paper "Continuous-variable quantum neural networks". Due to subsequent interface upgrades, these scripts will work only with Strawberry Fields version <= 0.10.0.
Powermodelsdistribution.jl
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133
A Julia/JuMP Package for Unbalanced Power Network Optimization
Post Tweaks
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124
A post-installation batch script for Windows
Neural_style
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121
neural style transfer with mxnet
Pynets
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111
A Reproducible Workflow for Structural and Functional Connectome Ensemble Learning
Deep Learning Specialization Coursera
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92
Deep Learning Specialization courses by Andrew Ng, deeplearning.ai
Pybnn
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85
Bayesian neural network package
Net2plan
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84
Net2Plan is a free and open-source Java tool devoted to the planning, optimization and evaluation of communication networks. It has been originally thought as a tool to assist the teaching of communication networks courses. Eventually it has converted into a powerful network optimization and planning tool for the academia and industry, together with a growing repository of network planning resources.
Ista Net
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75
ISTA-Net: Interpretable Optimization-Inspired Deep Network for Image Compressive Sensing, CVPR20108 (Tensorflow Code)
Watermodels.jl
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67
A Julia/JuMP Package for Water Distribution Network Optimization
Awesome Nn Optimization
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65
Awesome list for Neural Network Optimization methods.
Gasmodels.jl
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62
A Julia/JuMP Package for Gas Network Optimization
Hessianfree
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53
Hessian-free optimization for deep networks
Diffgrad
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51
diffGrad: An Optimization Method for Convolutional Neural Networks
Nn4topopt
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50
Code for "Neural Networks for Topology Optimization"
Network Distributed Algorithm
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48
Experiments for distributed optimization algorithms
Cvxpower
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42
Power Network Optimization and Simulation.
Resources
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41
A public bookmark bar. Resources for computation, operations research, academia, and more.
Hydropowermodels.jl
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40
A Julia/JuMP Package for Hydrothermal economic dispatch Optimization
Caffe Moon
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39
This repo is re-implement "MOON: A Mixed Objective Optimization Network for the Recognition of Facial Attributes"
Hyperopt Nnet
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37
Hyperparameter optimization for neural networks
Rethinking Bnn Optimization
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37
Implementation for the paper "Latent Weights Do Not Exist: Rethinking Binarized Neural Network Optimization"
Deep Learning Specialization Coursera
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36
Deep Learning Specialization Course by Coursera. Neural Networks, Deep Learning, Hyper Tuning, Regularization, Optimization, Data Processing, Convolutional NN, Sequence Models are including this Course.
Infrastructuremodels.jl
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35
Shared functionalities for multiple infrastructure network optimization packages
Widis Lstm Tools
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28
Tools for working with Long Short-Term Memory (LSTM) networks and sequences in Pytorch
Dopt
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26
A numerical optimisation and deep learning framework for D.
Structural Imbalance
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26
Demo for analyzing the structural imbalance on a signed social network.
Binpacker
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22
CLI tool for packing multiple files into a single binary, as an alternative to spritesheets, in order to save network requests in the browser.
Neural Architecture Search
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21
This repo is about NAS
Efficient Deep Learning For Point Clouds
⭐
21
Sol
⭐
19
SOL: SDN optimization layer. A framework for writing network optimization problems more easily.
Neurips 2019 Papers By Category
⭐
19
mo papers mo problems
Calvin
⭐
19
reservoir network optimization
Convnet.torch
⭐
19
Convolutional network training using Torch
Dumbnet
⭐
18
a no_std neural network
Powermodelsannex.jl
⭐
18
A PowerModels.jl Extension Package for Exploratory Work
Open Dsopf
⭐
17
An Open-Source Optimal Power Flow Formulation: Integrating Pyomo & OpenDSS in Python
Cliquepercolationmethod R
⭐
15
Clique Percolation Method to extract communities for a graph network. [R implementation]
Powermodelsanalytics.jl
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13
Tools for the analysis and visualization of PowerModels data and results
Fpovi
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13
Code for "Function Space Particle Optimization for Bayesian Neural Networks"
Curriculum Dropout
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13
Code for the paper "Curriculum Dropout", ICCV 2017
Quantum Backpropagation
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12
Simple demo showcasing baseline logic for BaQProp to learn "quantum data" [outdated]
Autone
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12
The Implementation of "AutoNE: Hyperparameter Optimization for Massive Network Embedding"(KDD 2019)
Porthamiltoniannn
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11
Port-Hamiltonian Approach to Neural Network Training
Particle_swarm_intelligence
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11
Project: An efficient approach to find the optimal network route using Swarm Intelligence.
Vs Net
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11
Variable splitting network for accelerated parallel MRI reconstruction
Hypernomad
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10
A library for the hyperparameter optimization of deep neural networks
Library
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9
Paper reading list
L0 Arm
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9
Code for L0-ARM: Network Sparsification via Stochastic Binary Optimization
Community Detection In Social Networks
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9
Community Detection in social networks using modularity measure optimization
Neuralnetwork
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9
Neural Network implementation in Numpy and Keras. Batch Normalization, Dropout, L2 Regularization and Optimizers
B Jointsp
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9
Joint placement and scaling of bidirectional network services with stateful virtual or physical network functions
Neural Combinatorial Optimization Rl
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8
Coursera Deep Learning Specialization
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8
Andrew Ng(吴恩达)
Self Organised Admission Control For Multi Tenant 5g Networks
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8
Fuzzy Q-learning algorithm
Deep Learning Specialization
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8
This repository contains the programming assignments and slides from the deep learning course from coursera offered by deeplearning.ai
Simpledeepnettoolbox
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7
Simple MATLAB toolbox for deep learning network: Version 1.0.3
Neural Network Hyperparameter Search Papers
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7
This repository will give papers related to techniques for neural network configuration search like evolution strategies, genetic algorithms, bayesian optimization and re-enforcement learning
Geonet
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6
layout and design of flow networks
Chameleon
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6
Chameleon: Adaptive Code Optimization for Expedited Deep Neural Network Compilation
Powerwatermodels.jl
⭐
6
A Julia/JuMP Package for Joint Optimization of Power and Water Distribution Networks
C Attl3
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6
A C++ deep learning library for the construction and optimization of neural networks ranging from simple feedforward architectures to state-of-the-art convolutional ResNets and LSTMs.
Evolving Cnns Using Ga
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6
Evolving Architectures for Convolutional Neural Networks using the Genetic Algorithm
Path Sgd
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5
Path-SGD: Path-Normalized Optimization in Deep Neural Networks
Fe Notes
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5
[2020] Front-End Notebook
Deploy Time Cnn Optimization
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5
A tool box for deploy time structure optimization for some modern CNN structures
Byrd Saga
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5
code for paper "Byzantine-Resilient Distributed Finite-Sum Optimization over Networks"
Norgs
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5
Agents in an environment learning to sense rewards. Neural Networks are trained with Particle Swarm Optimization
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