Aamir Latif's repositories
Data-driven-Methods-for-the-Reduction-of-Energy-Consumption-in-Warehouses-Use-Case
This is the repository that includes the code of the use case in the paper titled "Data-driven Methods for the Reduction of Energy Consumption in Warehouses: Use-Case Driven Analysis"
deep-learning-v2-pytorch
Projects and exercises for the latest Deep Learning ND program https://www.udacity.com/course/deep-learning-nanodegree--nd101
deep-rl-class_Thomas-Simonini
This repo contains the syllabus of the Hugging Face Deep Reinforcement Learning Course.
Gymnasium_OPENAIGYM
A standard API for single-agent reinforcement learning environments, with popular reference environments and related utilities (formerly Gym)
handcalcs-maths
Python library for converting Python calculations into rendered latex.
hands-on-rl_COURSE
Free course that takes you from zero to Reinforcement Learning PRO 🦸🏻🦸🏽
Hyperparameter-Optimization-of-Machine-Learning-Algorithms
Implementation of hyperparameter optimization/tuning methods for machine learning & deep learning models (easy&clear)
introtodeeplearning_mit
Lab Materials for MIT 6.S191: Introduction to Deep Learning
Lux-Design-Reinforcement-Learning
Repository for the Lux AI Challenge, season 2
MARL-Papers
Paper list of multi-agent reinforcement learning (MARL)
Math_Model-_MATLAB
数学建模、美赛、美国大学生数学建模竞赛、全国大学生数学建模竞赛、华为杯研究生数学建模、国赛LaTeX模板、美赛LaTeX模板、mathorcup、电工杯、华中赛、APMCM、深圳杯、中青杯、华东杯、数维杯、东三省数学建模、认证杯、数学建模书籍、常用matlab算法、国赛评阅要点、软件模型算法汇总、智能算法、优化算法、现代的算法
MECbasedtask-offloading
MATLAB code for the simulation of our paper entitled "Energy-Efficient Task Offloading Under E2E Latency Constraints"
ML-For-Beginners
12 weeks, 26 lessons, 52 quizzes, classic Machine Learning for all
ml-for-resource-allocation
Machine Learning for Dynamic Resource Allocation in Network Function Virtualization
NOMA-MAT_DATA
NOMA FYP essential MATLAB codes
NOMA_UAV
Numerical Simulation of an UAV-NOMA System.
ns3-mmwave_SIMULATOR
ns-3 module for simulating mmWave-based cellular systems. See https://ieeexplore.ieee.org/document/8344116/ (open access) as a reference.
ns3_wireless-ai_deeplearning
ns3-gym - The Playground for Reinforcement Learning in Networking Research
oaic_ORAN_Testing
Core software for Open AI Cellular
OMNetimplementaiton
OMNeT++ V2X simulation framework for ETSI ITS-G5
Position-Beam-Prediction_wireless
Repository for the code user in the paper...
Resources-Allocation-in-The-Edge-Computing-Environment-Using-Reinforcement-Learning
Simulated the scenario between edge servers and users with a clear graphic interface. Also, implemented the continuous control with Deep Deterministic Policy Gradient (DDPG) to determine the resources allocation (offload targets, computational resources, migration bandwidth) in the edge servers
ric-app-hw-python
Mirror of the ric-app-hw-python repo
scikit-learn_learning
scikit-learn: machine learning in Python
stable-baselines3
PyTorch version of Stable Baselines, reliable implementations of reinforcement learning algorithms.