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/100-Days-Of-ML-Code
100 Days of ML Coding
Mastermindpk/5G-beamforming-project
Simulation of Beamforming and DOA
Mastermindpk/5gmm-wavemimo-data
Datasets and code for machine learning in 5G mmWave MIMO systems involving mobility (5GMdata)
Mastermindpk/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! 😀)
Mastermindpk/ChannelPrediction_MATLAB-ML
This project is to simulation in the paper "An Adaptive and Parameter-Free Recurrent Neural Structure for Wireless Channel Prediction"
Mastermindpk/CrackingMachineLearningInterview
A repository to prepare you for your machine learning interview, involving most of the questions asked by all the tech giants and local companies. Do this to Ace your Machine Learning Engineer Interviews
Mastermindpk/Data-Analysis-with-Python
This is a course of Data Analysis using Python.
Mastermindpk/Data-Analyst-with-Python
Complete Data analysis with Python and Pandas
Mastermindpk/deep-learning-channel-estimation
Simulation code for “Channel Estimation in Massive MIMO under Hardware Non-Linearities: Bayesian Methods versus Deep Learning,” by Özlem Tugfe Demir, Emil Björnson, IEEE Open Journal of the Communications Society, To appear.
Mastermindpk/deep-q-learning
Minimal Deep Q Learning (DQN & DDQN) implementations in Keras
Mastermindpk/Deep-Reinforcement-Learning-for-Dynamic-Spectrum-Access
Using multi-agent Deep Q Learning with LSTM cells (DRQN) to train multiple users in cognitive radio to learn to share scarce resource (channels) equally without communication
Mastermindpk/DeepLearningZerotoHero
A repository for Deep Learning projects, which includes complete preparation from Novice to Expert
Mastermindpk/DRLOptimizationofSEandEEBasedonDRL
Optimization of SE and EE based on DRL
Mastermindpk/EE-Opt-Pwr-Cont
Source code for "A Globally Optimal Energy-Efficient Power Control Framework and its Efficient Implementation in Wireless Interference Networks" by Bho Matthiesen, Alessio Zappone, Karl-L. Besser, Eduard A. Jorswieck, and Merouane Debbah, accepted for publication in IEEE Transactions on Signal Processing.
Mastermindpk/FEDL-Wireless--Convegance-Analysis
FEDL-Federated Learning algorithm using TensorFlow (Transaction on Networking 2021)
Mastermindpk/Implemantation-of-5G-physical-layer--Multiple-Access
Power Allocation In NOMA
Mastermindpk/Learn_Data_Science_in_3_Months
This is the Curriculum for "Learn Data Science in 3 Months" By Siraj Raval on Youtube
Mastermindpk/learn_math_fast
This is the Curriculum for "How to Learn Mathematics Fast" By Siraj Raval on Youtube
Mastermindpk/Machine-Learning-Course
Repository for code of Machine Learning course taught by our lead Saad Hassan at DSC-UOL
Mastermindpk/Math-for-ML-AI
Mathematics for machine learning and artificial intelligence
Mastermindpk/MatlabMachineLearning
sklearn counterpart in matlab language to facilitate coding of machine learning.
Mastermindpk/ML-From-Scratch
Machine Learning From Scratch. Bare bones NumPy implementations of machine learning models and algorithms with a focus on accessibility. Aims to cover everything from linear regression to deep learning.
Mastermindpk/neural-network-and-deep-learning-with-MATLAB
Deeplearning using MATLAB
Mastermindpk/Probability-for-Data-Science-and-ML-AI
Probaility; finance, statistics for data science and ML/AI
Mastermindpk/Python-Basic-to-Advance
Python, complete course from basic to advance
Mastermindpk/radar-velocity-estimation
MS Thesis work - Matlab implementation of an ODR-based Doppler target radar velocity estimation algorithm
Mastermindpk/Resource-Allocation-using-deeprl
Deep Reinforcement Learning Based Dynamic Resource Allocation in 5G Ultra-Dense Networks
Mastermindpk/the-one
The Opportunistic Network Environment simulator
Mastermindpk/Udacity_Data_Scientist_Nanodegree
Udacity "Data Scientist" Nanodegree Course Materials and Projects. Python, Skicit-learn.
Mastermindpk/wnos
WNOS: Wireless Network Operating System