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100 Days of Code: The Complete Python Pro Bootcamp
MatLab implementation of the power optimization in 5G networks with Massive MIMO technique using the Dinkelbach algorithm and Water Filling, both uplink and downlink
Advanced actor-critic-based antenna selection for MIMO systems.
Ray tutorials from Anyscale
Modern wireless cellular networks use massive multiple-input multiple-output (MIMO) technology.
all things agria
Providing a summary of important algorithms and data structures along with their key characteristics and use cases. It can be used as a quick reference for solving programming problems or refreshing knowledge of foundational computer science concepts.
🧑🏫 50! Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠
Artificial Noise Assisted Secure Massive MIMO Transmission With Statistical CSI
new simulation codes
TWC: Channel Estimation for Reconfigurable Intelligent Surface Aided Multi-User mmWave MIMO Systems
Convolutional Neural Networks Assignments
My solution to Collaboration and Competition using MADDPG algorithm, Udacity 3rd project of Deep RL Nanodegree from the paper "Multi-Agent Actor-Critic for Mixed Cooperative-Competitive Environments"
A convex optimization course https://see.stanford.edu/Course/EE364A completed homework assignments
Spring 2017 Deep Reinforcement Learning Final Project
This is the COST2100 channel model, a MATLAB implementation of a spatially consistent radio channel model for MIMO and Massive MIMO communication. Originally developed within COST 2100 (http://www.cost2100.org/) and then further extended in COST IC 1004 (http://www.ic1004.org/) and COST CA15104 IRACON (http://www.iracon.org/)
The code for the paper Coupled Phase-Shift STAR-RISs: A General Optimization Framework
Codebook design to improve coverage, presented in VTC-2022-Spring.
Public facing notes page
A repository holding methods from data-driven-optimization used in data science and operations research including sample average approximations, bandit problems, robust optimization, stochastic optimization and reinforcement learning.
Joint Deep Reinforcement Learning and Unfolding: Beam Selection and Precoding for mmWave Multiuser MIMO With Lens Arrays
A framework to estimate the Channel State Information for a 5G communication
My solutions for Deep learning specialisation course on Coursera
This is the code package related to the follow scientific article: Luca Sanguinetti, Alessio Zappone, Merouane Debbah 'Deep-Learning-Power-Allocation-in-Massive-MIMO' presented at the Asilomar Conference on Signals, Systems, and Computers, 2018. http://www.asilomarsscconf.org
Repo for the Deep Reinforcement Learning Nanodegree program
Clean and robust implementations of Reinforcement Learning algorithms by Pytorch
This is deep reinforcement learning implementation of a research paper mainly based on the wireless communication
Collection of Deep Reinforcement Learning algorithms
Keras Implementation of popular Deep RL Algorithms (A3C, DDQN, DDPG, Dueling DDQN)
A declarative, efficient, and flexible JavaScript library for building user interfaces.
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
The Web framework for perfectionists with deadlines.
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
We are working to build community through open source technology. NB: members must have two-factor auth.
Open source projects and samples from Microsoft.
Google ❤️ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.