dlnf's repositories
AiLearning
AiLearning: 机器学习 - MachineLearning - ML、深度学习 - DeepLearning - DL、自然语言处理 NLP
array-communications-and-processing
Perform array signal detection and estimation.
awesome-rl
Reinforcement learning resources curated
beamforming
Matlab files for various types of beamforming
BF-design-with-DL
This is the simulation code for the paper "Beamforming Design for Large-Scale Antenna Arrays Using Deep Learning". Deep learning for 5G communication. Deep learning for beamforming. Beamforming design with deep learning.
caffe
Caffe: a fast open framework for deep learning.
CSRadar
Compressed Sensing for improved radar target classification
Deep-Reinforcement-Learning
Code of the book <Deep Reinforcement Learning: Principles and Practices>
deeplearning-models
A collection of various deep learning architectures, models, and tips
DeepRL
Deep Reinforcement Learning Lab, a platform designed to make DRL technology and fun for everyone
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.
introRL
Intro to Reinforcement Learning (强化学习纲要）
LearningX
Deep & Classical Reinforcement Learning + Machine Learning Examples in Python
Machine-Learning-Tutorial-Chinese
专门面向中文用户的机器学习相关的学习资料大集合
neural-network-genetic-algorithm
Evolving a neural network with a genetic algorithm.
nndl.github.io
《神经网络与深度学习》 Neural Network and Deep Learning
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
PARL
PARL A high-performance distributed training framework for Reinforcement Learning
radar_matlab
Matlab files for radar detection and phase noise
reinforcement-learning
Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.
Reinforcement-Learning-Implementation
Reinforcement Learning examples implementation and explanation
Reinforcement-learning-with-tensorflow
Simple Reinforcement learning tutorials
SJTU-Courses
上海交通大学课程资料分享
SMPyBandits
🔬 Research Framework for Single and Multi-Players 🎰 Multi-Arms Bandits (MAB) Algorithms, implementing all the state-of-the-art algorithms for single-player (UCB, KL-UCB, Thompson...) and multi-player (MusicalChair, MEGA, rhoRand, MCTop/RandTopM etc).. Available on PyPI: https://pypi.org/project/SMPyBandits/ and documentation on
zju-icicles
浙江大学课程攻略共享计划