Pinned Repositories
100-Days-Of-ML-Code
100 Days of ML Coding
5G-air-simulator_Clanguage
An open-source system-level simulator modeling the 5G air interface
5G-beamforming-project
Simulation of Beamforming and DOA
5gmm-wavemimo-data
Datasets and code for machine learning in 5G mmWave MIMO systems involving mobility (5GMdata)
6-Months-Data-Science-Roadmap-
advisor
Open-source implementation of Google Vizier for hyper parameters tuning
applied-ml
📚 Papers & tech blogs by companies sharing their work on data science & machine learning in production.
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! 😀)
deep_resource_management
Resource Management with Deep Reinforcement Learning (HotNets '16)
DRLwithTL
Python code for Deep Reinforcement Learning with Transfer Learning in a Simulated Environment
Mastermindpk's Repositories
Mastermindpk/5G-air-simulator_Clanguage
An open-source system-level simulator modeling the 5G air interface
Mastermindpk/applied-ml
📚 Papers & tech blogs by companies sharing their work on data science & machine learning in production.
Mastermindpk/arxiv-sanity-preserver
Web interface for browsing, search and filtering recent arxiv submissions
Mastermindpk/Data-Science-Notes
Various resources on advanced analytics and beyond
Mastermindpk/data-science-predict-weather-events
Explore weather event data and use machine learning to predict the damage costs of storm events based on location, time of year, and type of event
Mastermindpk/DataAnalysis-icodeguru-Batch2
Data
Mastermindpk/DeepNOMA
DeepNOMA is a knowledge distilled DL architecture aiming to deliver fast, high performance multi-user detection in massive IoT (also known as massive Machine Type Communication) systems. Work in progress.
Mastermindpk/Dynamic-Request-Scheduling-Optimization-in-Mobile-Edge-Computing-for-IoT-Applications
This project is the implementation of the research paper titled "Dynamic Request Scheduling Optimization in Mobile Edge Computing for IoT Applications"
Mastermindpk/eXP-RAN_france
eXP-RAN - an Emulator for Gaining Experience with Radio Access Networks, Edge Computing, and Slicing
Mastermindpk/federated-learning_alshidevat
Federated posterior averaging implemented in JAX
Mastermindpk/FLDRL-in-Wireless-Communication
Apply Deep Reinforcement Learning aided by Federated Learning to Wireless Comunication
Mastermindpk/handcalcs-maths
Python library for converting Python calculations into rendered latex.
Mastermindpk/LeetCode
Collection of LeetCode questions to ace the coding interview! -
Mastermindpk/LogisticRegression_Vectorized_Implementation
Mastermindpk/LTEV2Vsim
LTEV2Vsim V2X network simulator
Mastermindpk/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.
Mastermindpk/MECbasedtask-offloading
MATLAB code for the simulation of our paper entitled "Energy-Efficient Task Offloading Under E2E Latency Constraints"
Mastermindpk/memorial-latex
LaTeX classes for use at Memorial University
Mastermindpk/mit-deep-learning
Tutorials, assignments, and competitions for MIT Deep Learning related courses.
Mastermindpk/mlspace
MLSpace: Hassle-free machine learning & deep learning development
Mastermindpk/Multi-Modal-Beam-Prediction_DeepSense
Mastermindpk/Online_Learning-Based_Defense_Against_Jamming_Attacks_in_Multi-Channel_Wireless_CPS
Mastermindpk/PA-in-NOMA
matlab code for development and test of algorithm during the development of the bachelor degree thesis
Mastermindpk/Predicting-Chronic-Kidney-Disease
Mastermindpk/qd-realization
A quasi-deterministic (Q-D) channel implementation in MATLAB software
Mastermindpk/Raymobtime
Scripts for reading Raymobtime dataset
Mastermindpk/reinforcement-learning-an-introduction
Python Implementation of Reinforcement Learning: An Introduction
Mastermindpk/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
Mastermindpk/stable-baselines3
PyTorch version of Stable Baselines, reliable implementations of reinforcement learning algorithms.
Mastermindpk/structured_access_CFmMIMO
Simulation code for “Structured Massive Access for Scalable Cell-Free Massive MIMO Systems” by Shuaifei Chen, Jiayi Zhang, Emil Björnson, Jing Zhang, and Bo Ai, IEEE Journal on Selected Areas in Communications, vol. 39, no. 4, pp. 1086-1100, April 2021.