Judithcodes
I am a self taught Front-end developer and Machine learning engineer, veraciously seeking to learn more
Nigeria
Pinned Repositories
amc-toolbox
MATLAB toolbox for automatic modulation classifier development
AugmentedAutoencoder
Official Code: Implicit 3D Orientation Learning for 6D Object Detection from RGB Images
Autoencoder_communication_system_WGAN_Channel-estimation
Master Thesis compairing Communicationsystems Baised on GAN and baised on MI
Autoencoder_communication_sytem_with_GAN_channel-estimation
Communication System with GAN based Channel estimation
autoencoder_for_physical_layer
This is my attempt to reproduce and extend the results in the paper "An Introduction to Deep Learning for the Physical Layer" by Tim O'Shea and Jakob Hoydis
DeepHybridBeamforming
% These MATLAB scripts are prepared by A.M.E for the following paper, % A. M. Elbir, "CNN-Based Precoder and Combiner Design in mmWave MIMO Systems," IEEE Communications Letters, vol. 23, no. 7, pp. 1240-1243, July 2019 % please cite the above work if you use this codes, % For any comments and questions please email: ahmetmelbir@gmail.com %
Paper-with-Code-of-Wireless-communication-Based-on-DL
无线与深度学习结合的论文代码整理/Paper-with-Code-of-Wireless-communication-Based-on-DL
Text-Emotion-Recognition
A repository for recognizing emotion in tweets
UAV-in-Cognitive-Radio-Network
Judithcodes's Repositories
Judithcodes/DeepHybridBeamforming
% These MATLAB scripts are prepared by A.M.E for the following paper, % A. M. Elbir, "CNN-Based Precoder and Combiner Design in mmWave MIMO Systems," IEEE Communications Letters, vol. 23, no. 7, pp. 1240-1243, July 2019 % please cite the above work if you use this codes, % For any comments and questions please email: ahmetmelbir@gmail.com %
Judithcodes/Autoencoder_communication_system_WGAN_Channel-estimation
Master Thesis compairing Communicationsystems Baised on GAN and baised on MI
Judithcodes/Paper-with-Code-of-Wireless-communication-Based-on-DL
无线与深度学习结合的论文代码整理/Paper-with-Code-of-Wireless-communication-Based-on-DL
Judithcodes/Autoencoder_communication_sytem_with_GAN_channel-estimation
Communication System with GAN based Channel estimation
Judithcodes/BatteryMachineLearning
Machine learning based Lithium-Ion battery capacity estimation using multi-Channel charging Profiles
Judithcodes/BF-design-with-DL
Beamforming design with deep learning.
Judithcodes/Cognitive-Radio-Spectrum-Sensing
Judithcodes/Energy-Ef-cient-Data-Collection-in-UAV-Enabled-Wireless-Sensor-Network
Energy Efficient Data Collection in UAV Enabled Wireless Sensor Network in matlab
Judithcodes/intro-to-convolutional-neural-networks
Source Code for 'Introduction to Convolutional Neural Networks' by Nemanja Milosevic
Judithcodes/lecture-examples
Sample scripts used in the lectures of the CEL (Communications Engineering Lab) at KIT
Judithcodes/MMAML-Classification
An official PyTorch implementation of “Multimodal Model-Agnostic Meta-Learning via Task-Aware Modulation” (NeurIPS 2019) by Risto Vuorio*, Shao-Hua Sun*, Hexiang Hu, and Joseph J. Lim
Judithcodes/Modulation_Classification-1
Using CNN to classify RF modulation data.
Judithcodes/physical-layer-security-MIMO
Analysis of physical layer security of MIMO system using ML algorithms vs theoretical best
Judithcodes/spectrum-blockchain
spectrum sharing using blockchain(python)
Judithcodes/amc_baby_models
Automatic Modulation Classification implemented on different deep learning frameworks
Judithcodes/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.
Judithcodes/Deep-learning-for-clustering-in-bioinformatics
Deep Learning-based Clustering Approaches for Bioinformatics
Judithcodes/deep-learning-pipeline
Source Code for 'Deep Learning Pipeline: Building a Deep Learning Model with TensorFlow' by Hisham El-Amir and Mahmoud Hamdy
Judithcodes/Face-and-Emotion-Recognition
Realtime person's face recognize and can classify emotion using webcam, video or images.
Judithcodes/gp_regression
A Primer on Gaussian Processes for Regression Analysis (PyData NYC 2019)
Judithcodes/handson-ml2
A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.
Judithcodes/KNN-and-kmeans
knnand kmeans algorithms
Judithcodes/MARLspectrumSharingV2X
Spectrum sharing in vehicular networks based on multi-agent reinforcement learning, IEEE Journal on Selected Areas in Communications
Judithcodes/mastering-ml-w-python-in-six-steps-2e
Source Code for 'Mastering Machine Learning with Python in Six Steps, 2nd Edition' by Manohar Swamynathan
Judithcodes/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.
Judithcodes/ModClasCNN
Modulation Classification by using CNN architecture and RadioML2016 dataset and HisarMod dataset.
Judithcodes/MultiArmedBandit_RL
Implementation of various multi-armed bandits algorithms on a 10-arm testbed.
Judithcodes/NeurIPS-2019
This repository contains code used in NeurIPS 2019 paper.
Judithcodes/RadioML_Example
A simple example for the modulation classification task using the RADIOML 2016.10A dataset, which can be run on Jupyterhub.
Judithcodes/Whole-Sale-Data-Set
Clustering Algorithms (KMeans, Hierarchial & DBSCAN )