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The Top 23 Network Optimization Open Source Projects

Open source projects categorized as Network Optimization
Categories > Networking > Network
Categories > Software Performance > Optimization
Vega ⭐ 790
AutoML tools chain
total releases 16most recent commit a year ago
Awesome Deep Neural Network Compression ⭐ 475
Summary, Code for Deep Neural Network Quantization
most recent commit 8 months ago
Powermodels.jl ⭐ 357
A Julia/JuMP Package for Power Network Optimization
most recent commit 4 months ago
Optnet ⭐ 321
OptNet: Differentiable Optimization as a Layer in Neural Networks
most recent commit 4 years ago
Chinese Ufldl Tutorial ⭐ 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。
most recent commit 6 years ago
Np Hard Deep Reinforcement Learning ⭐ 231
pytorch neural combinatorial optimization
most recent commit 6 years ago
Neuralverification.jl ⭐ 215
Methods to soundly verify deep neural networks
most recent commit 4 months ago
Neuralgenetic ⭐ 201
Building and training artificial neural networks (regression or classification) using the genetic algorithm.
most recent commit a year ago
Quantum Neural Networks ⭐ 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.
most recent commit 4 years ago
Powermodelsdistribution.jl ⭐ 133
A Julia/JuMP Package for Unbalanced Power Network Optimization
most recent commit 5 months ago
Post Tweaks ⭐ 124
A post-installation batch script for Windows
most recent commit 2 years ago
Neural_style ⭐ 121
neural style transfer with mxnet
most recent commit 7 years ago
Pynets ⭐ 111
A Reproducible Workflow for Structural and Functional Connectome Ensemble Learning
total releases 245most recent commit 2 years ago
Deep Learning Specialization Coursera ⭐ 92
Deep Learning Specialization courses by Andrew Ng, deeplearning.ai
most recent commit 6 years ago
Pybnn ⭐ 85
Bayesian neural network package
dependent packages 2total releases 3most recent commit 3 years agopypi pybnn} Downloads
Net2plan ⭐ 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.
most recent commit 6 months ago
Ista Net ⭐ 75
ISTA-Net: Interpretable Optimization-Inspired Deep Network for Image Compressive Sensing, CVPR20108 (Tensorflow Code)
most recent commit 4 years ago
Watermodels.jl ⭐ 67
A Julia/JuMP Package for Water Distribution Network Optimization
most recent commit 5 months ago
Awesome Nn Optimization ⭐ 65
Awesome list for Neural Network Optimization methods.
most recent commit 4 months ago
Gasmodels.jl ⭐ 62
A Julia/JuMP Package for Gas Network Optimization
most recent commit 5 months ago
Hessianfree ⭐ 53
Hessian-free optimization for deep networks
total releases 18most recent commit 6 years ago
Diffgrad ⭐ 51
diffGrad: An Optimization Method for Convolutional Neural Networks
most recent commit 2 years ago
Nn4topopt ⭐ 50
Code for "Neural Networks for Topology Optimization"
most recent commit 3 years ago
The 7 Latest Releases In Network Optimization Open Source Projects
Vega ⭐ 790
AutoML tools chain
total releases 16latest release September 29, 2022most recent commit a year ago
Pynets ⭐ 111
A Reproducible Workflow for Structural and Functional Connectome Ensemble Learning
total releases 245latest release April 05, 2022most recent commit 2 years ago
Cvxpower ⭐ 42
Power Network Optimization and Simulation.
total releases 1latest release March 05, 2020most recent commit 10 months ago
Dumbnet ⭐ 18
a no_std neural network
total releases 1latest release December 26, 2019most recent commit 4 years ago
Pybnn ⭐ 85
Bayesian neural network package
dependent packages 2total releases 3latest release February 08, 2019most recent commit 3 years agopypi pybnn} Downloads
Dopt ⭐ 26
A numerical optimisation and deep learning framework for D.
total releases 27latest release July 31, 2018most recent commit 6 years ago
Hessianfree ⭐ 53
Hessian-free optimization for deep networks
total releases 18latest release May 26, 2016most recent commit 6 years ago
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