artificial-intelligence-deep-learning-machine-learning-tutorials

A comprehensive list of Deep Learning / Artificial Intelligence and Machine Learning tutorials - rapidly expanding into areas of AI/Deep Learning / Machine Vision / NLP and industry specific areas such as Automotives, Retail, Pharma, Medicine, Healthcare by Tarry Singh until at-least 2020 until he finishes his Ph.D. (which might end up being inter-stellar cosmic networks! Who knows! 😀)

awesome-federated-unlearning

Awesome Federated Unlearning (FU) Papers (Continually Update)

ddlo

Distributed Deep Learning-based Offloading for Mobile Edge Computing Networks

deep-reinforcement-learning-hands-on

Hands-on Deep Reinforcement Learning, published by Packt

diffprivate_fedlearning

Simulate a federated setting and run differentially private federated learning.

droo

A Deep Reinforcement Learning Approach for Online Offloading in Wireless Powered Mobile Edge Computing Networks

energy-efficient-fl-wireless-powered-uav

federated-learning

federated-learning-2

Federated learning

federated-learning-3

fmtl

Federated Multi-Task Learning

hcfl-compression

machine-learning-tutorials

machine learning and deep learning tutorials, articles and other resources

machine-unlearning

A curated list of machine unlearning (MUL) documents, papers, and reproducible codes.

mcnet

MCNet: An Efficient CNN Architecture for Robust Automatic Modulation Classification

metarl-offloading

phamqv

phamqv.github.io

vietpq

pico-apps

pico-apps for CSU23021

proximity

Power allocation in a dense cellular network using Q-learning

pso-ann

Particle Swarm Optimization (PSO) to optimize Artificial Neural Network (ANN)

reinforcement-learning

Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.

rf-based-drone-surveillance-with-dl

tf2-rl

Reinforcement learning algorithms implemented for Tensorflow 2.0+ [DQN, DDPG, AE-DDPG, SAC, PPO, Primal-Dual DDPG]

uav-noma-visible-light-communications-swarm-intelligence

uav-sustainable-fl

woa_5g_communications

This repository includes the same codes for my paper "Whale Optimization Algorithm with Applications to Resource Allocation in Wireless Networks"

wpmec

Deep Neural Network for Computation Rate Maximization in Wireless Powered Mobile-Edge Computing System

wsr-maximization-for-ris-system

This repository contains the source codes for the paper ``Weighted Sum-Rate Maximization for Reconfigurable Intelligent Surface Aided Wireless Networks'' in IEEE Transactions on Wireless Communications.