seugit Goto Github PK

07959626_reliable

Reproducible research on the paper 'Reliable Beamspace Channel Estimation for Millimeter-Wave Massive MIMO Systems with Lens Antenna Array'

awesome-graph-neural-networks

Paper Lists for Graph Neural Networks

banditlib

Library of contextual bandits algorithms

beamforming

Matlab files for various types of beamforming

bf-design-with-dl

Beamforming design with deep learning.

deep-jscc-for-images-with-ofdm

Codes for "Deep Joint Source Channel Coding for Wireless Image Transmission with OFDM", accepted by ICC 2021

deep-reinforcement-learning-in-large-discrete-action-spaces

Implementation of the algorithm in Python 3, TensorFlow and OpenAI Gym

deeplearning-500-questions

深度学习500问，以问答形式对常用的概率知识、线性代数、机器学习、深度学习、计算机视觉等热点问题进行阐述，以帮助自己及有需要的读者。 全书分为18个章节，50余万字。由于水平有限，书中不妥之处恳请广大读者批评指正。 未完待续............ 如有意合作，联系[email protected] 版权所有，违权必究 Tan 2018.06

deepmimo-codes

DeepMIMO dataset and codes for various ray-tracing scenarios generated by RemCom Wireless InSite software.

deeprl

deep reinforcement learning for personal research

deeprl-1

Deep Reinforcement Learning Lab, a platform designed to make DRL technology and fun for everyone

du-usbcb

federated-learning

A PyTorch Implementation of Federated Learning http://doi.org/10.5281/zenodo.4321561

github-chinese-top-charts

:cn: GitHub中文排行榜，帮助你发现高分优秀中文项目、更高效地吸收国人的优秀经验成果；榜单每周更新一次，敬请关注！（最近更新于10月9日，上班快乐 :tada:）

graph_nets

Build Graph Nets in Tensorflow

hybrid-beamforming-for-millimeter-wave-systems-using-the-mmse-criterion

The Matlab Simulation codes for Hybrid Beamforming for Millimeter Wave Systems Using the MMSE Criterion.

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.

lstm-neural-network-for-time-series-prediction

LSTM built using Keras Python package to predict time series steps and sequences. Includes sin wave and stock market data

machine-learning-notes

My continuously updated Machine Learning, Probabilistic Models and Deep Learning notes and demos (1500+ slides) 我不间断更新的机器学习，概率模型和深度学习的讲义(1500+页)和视频链接

maddpg

Code for the MADDPG algorithm from the paper "Multi-Agent Actor-Critic for Mixed Cooperative-Competitive Environments"

marl-papers

Paper list of multi-agent reinforcement learning (MARL)

massive-mimo-precoding

Linear and Nonlinear precoding in downlink Multi-user Massive MIMO systems

mit-linear-algebra-notes

Notes for MIT-Linear-Algebra

modelrepo

reproduce some RL or Multi-Agent models

onebit_mimo

Source files for our recent published paper: Efficient Nonlinear Precoding for Massive MU-MIMO Downlink Systems with 1-Bit DACs; If you use our codes, please cite our paper.

optimal-beamforming

Simulation code for “Optimal Multiuser Transmit Beamforming: A Difficult Problem with a Simple Solution Structure” by Emil Björnson, Mats Bengtsson, and Björn Ottersten, IEEE Signal Processing Magazine, vol. 31, no. 4, pp. 142-148, July 2014.

paper-with-code-of-wireless-communication-based-on-dl

无线与深度学习结合的论文代码整理/Paper-with-Code-of-Wireless-communication-Based-on-DL

pointer-network-tensorflow

TensorFlow implementation of "Pointer Networks"

pointer-networks

Pointer Networks Implementation in Keras

ptrnets

Pointer Networks