hanshangya Goto Github PK

ai-powered-5g-openran-optimizer

This advanced and complex project implements an AI-powered optimization system for 5G Open RAN networks. Using machine learning and deep learning, the system optimizes network performance by detecting anomalies, predicting network traffic, and dynamically allocating resources.

algorithm-for-slice-handover-in-5g-networks

An Algorithm for making handoff decisions in a sliced 5G network

annotated_deep_learning_paper_implementations

🧑‍🏫 59 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, ... 🧠

decentralized_qlearning_resource_allocation_in_wns

deeplearning

deeplearning.ai-andrewng

deeplearning.ai , By Andrew Ng, All slide and notebook + data + solutions and video link

deepslice

DeepSlice: A Deep Learning Approach towards an Efficient and Reliable Network Slicing in 5G Networks

deepslicing

Source Codes for: DeepSlicing: Deep Reinforcement Learning Assisted Resource Allocation for Network Slicing

lhy_machine_learning

李宏毅2021春季机器学习课程课件及作业

lrpon-simulator

A python long reach passive optical network simulator.

mininet-wifi

Emulator for Software-Defined Wireless Networks

mobile-env

An open, minimalist Gym environment for autonomous coordination in wireless mobile networks.

net2plan

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 wit

networking-odl

Neutron drivers for OpenDaylight. Mirror of code maintained at opendev.org.

on-off-drl

Code for the paper On-Policy vs. Off-Policy Deep Reinforcement Learning for Resource Allocation in Open Radio Access Network

oopt-gnpy

Optical Route Planning Library, Based on a Gaussian Noise Model

optical-network-simulator

Python-oriented optical network simulator

orb_slam2

Real-Time SLAM for Monocular, Stereo and RGB-D Cameras, with Loop Detection and Relocalization Capabilities

public

Repository for publishing OpenConfig models, documentation, and other material for the community.

py5chesim

A 5G Multi-Slice Cell Capacity Simulator based on Python

pyang

An extensible YANG validator and converter in python

python

All Algorithms implemented in Python

reinforcement-learning-with-pytorch

Reinforcement learning with PyTorch, inspired by MorvanZhou, change the framework from Tensorflow to PyTorch

slicesim

5G Network Slicing Simulation

spyder-notebook

Jupyter notebook integration with Spyder

srsran_project

Open source O-RAN 5G CU/DU solution from Software Radio Systems (SRS) https://docs.srsran.com/projects/project

td3

Author's PyTorch implementation of TD3 for OpenAI gym tasks

test

wireless-network-simulator

4G/5G network simulation with UE handovers

wireless-network-simulator-v2

Wireless Network Simulator version 2.0