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asch

Asch is an efficient, flexible, safe and decentralized application platform, which was initially designed to lower the barrier to entry for developers.The services provided by the Asch platform include a public chain and a set of application SDKs.

convdiclearntensorfactor

Tensor methods have emerged as a powerful paradigm for consistent learning of many latent variable models such as topic models, independent component analysis and dictionary learning. Model parameters are estimated via CP decomposition of the observed higher order input moments. However, in many domains, additional invariances such as shift invariances exist, enforced via models such as convolutional dictionary learning. In this paper, we develop novel tensor decomposition algorithms for parameter estimation of convolutional models. Our algorithm is based on the popular alternating least squares method, but with efficient projections onto the space of stacked circulant matrices. Our method is embarrassingly parallel and consists of simple operations such as fast Fourier transforms and matrix multiplications. Our algorithm converges to the dictionary much faster and more accurately compared to the alternating minimization over filters and activation maps.

d-amp_toolbox

This package contains the code to run Learned D-AMP, D-AMP, D-VAMP, D-prGAMP, and DnCNN algorithms. It also includes code to train Learned D-AMP, DnCNN, and Deep Image Prior U-net using the SURE loss.

deep-ee-opt

Source code for "A Globally Optimal Energy-Efficient Power Control Framework and its Efficient Implementation in Wireless Interference Networks" by Bho Matthiesen, Alessio Zappone, Karl-L. Besser, Eduard A. Jorswieck, and Merouane Debbah, accepted for publication in IEEE Transactions on Signal Processing.

deep-reinforcement-learning-hands-on-second-edition

Deep-Reinforcement-Learning-Hands-On-Second-Edition, published by Packt

deeplearning.ai

deeplearning.ai , By Andrew Ng, All slide and notebook + code and some material.

dlcv_for_beginners

《深度学习与计算机视觉》配套代码

download

🔴蓝灯最新版本下载 https://github.com/getlantern/download 🔴 Lantern Latest Download https://github.com/getlantern/lantern/releases/tag/latest 🔴

dqn

Lua/Torch implementation of DQN (Nature, 2015)

dqn-tensorflow

Tensorflow implementation of Human-Level Control through Deep Reinforcement Learning

dqn_pytorch

Vanilla DQN, Double DQN, and Dueling DQN implemented in PyTorch

dqn_zoo

DQN Zoo is a collection of reference implementations of reinforcement learning agents developed at DeepMind based on the Deep Q-Network (DQN) agent.

flaml

A fast library for AutoML and tuning.

ggnn

Gated Graph Sequence Neural Networks

ggnn.pytorch

A PyTorch Implementation of Gated Graph Sequence Neural Networks (GGNN) and Residual Gated Graph ConvNets (RGGC) for FYP

github-chinese-top-charts

:cn: GitHub中文排行榜，各语言分设「软件 | 资料」榜单，精准定位中文好项目。各取所需，高效学习。

gnn-communication-networks

This is the repository for the collection of Graph-based Deep Learning for Communication Networks.

gnn-resource-management

gnn4com

ide2-net

jsonprase

ldamp_based-channel-estimation

This code is for the following paper: H. He, C. Wen, S. Jin, and G. Y. Li, “Deep learning-based channel estimation for beamspace mmwave massive MIMO systems,” IEEE Wireless Commun. Lett., vol. 7, no. 5, pp. 852–855, Oct. 2018.

lightgbm

A fast, distributed, high performance gradient boosting (GBT, GBDT, GBRT, GBM or MART) framework based on decision tree algorithms, used for ranking, classification and many other machine learning tasks.

matlab

D2D

memcached

memcached development tree

nash-equillibrium-tool

Lemke Howson simplex implementation to evaluate Nash Equillibrium

numerical-computation

This repository contains programs for several approximation algorithms. 1- fixed point iteration. 2- Bisection method. 3- False position method. 4- Newton raphson method. 5- The secant method. Interpolation algorithms like 1- Langrange Interpolation. 2- Newton Dividend Difference. 3- Newton Forward Difference. 4- Newton Backward Difference 5- Spline Interpolation. are also available

oamp-net

pdtoolbox_matlab

Matlab implementation of some evolutionary dynamics from game theory, such as: replicator dynamics, smith dynamics, logit dynamics, and Brown-von Neumann-Nash.

radioconda

Software radio distribution and installer for conda