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end-to-end-learning-of-communications-systems-without-a-channel-model

Implementation of research paper: End-to-End Learning of Communications Systems Without a Channel Model

exp-ran_france

eXP-RAN - an Emulator for Gaining Experience with Radio Access Networks, Edge Computing, and Slicing

federated-learning_alshidevat

Federated posterior averaging implemented in JAX

fedl-wireless--convegance-analysis

FEDL-Federated Learning algorithm using TensorFlow (Transaction on Networking 2021)

fldrl-in-wireless-communication

Apply Deep Reinforcement Learning aided by Federated Learning to Wireless Comunication

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)

implemantation-of-5g-physical-layer--multiple-access

Power Allocation In NOMA

introtodeeplearning_mit

Lab Materials for MIT 6.S191: Introduction to Deep Learning

learn_data_science_in_3_months

This is the Curriculum for "Learn Data Science in 3 Months" By Siraj Raval on Youtube

learn_deep_learning_in_6_weeks

This is the Curriculum for "Learn Deep Learning in 6 Weeks" by Siraj Raval on Youtube

learn_machine_learning_in_3_months

This is the code for "Learn Machine Learning in 3 Months" by Siraj Raval on Youtube

learn_machine_learning_in_5_months

This is the Curriculum to learn Machine Leaning from scratch to expert.

learn_math_fast

This is the Curriculum for "How to Learn Mathematics Fast" By Siraj Raval on Youtube

leetcode

Collection of LeetCode questions to ace the coding interview! -

logistic-regression-from-scratch

Logistic regression from scratch

logisticregression_vectorized_implementation

ltev2vsim

LTEV2Vsim V2X network simulator

lux-design-reinforcement-learning

Repository for the Lux AI Challenge, season 2

machine-learning-by-andrew-ng-in-python

Documenting my python implementation of Andrew Ng's Machine Learning course

machine-learning-course

Repository for code of Machine Learning course taught by our lead Saad Hassan at DSC-UOL

machine-learning-mlops-generativeai-nlp-cv-mlsystem-design

machine_learning_basics

This repository is inspired from coursera's and Udemy's tutorials and also includes some new innovations and knowledge (coded in MATLAB/Ocatve)

marl-papers

Paper list of multi-agent reinforcement learning (MARL)

math-for-ml-ai

Mathematics for machine learning and artificial intelligence

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

matlab-code-tcom-2018

Matlab code of the paper: T. N. Do, D. B. da Costa, T. Q. Duong, and B. An, “Improving the Performance of Cell-Edge Users in NOMA Systems Using Cooperative Relaying,” IEEE Transactions on Communications, vol. 66, no. 5, pp. 1883–1901, May 2018.

matlabmachinelearning

sklearn counterpart in matlab language to facilitate coding of machine learning.