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followers: 37.0 following: 61.0 repos: 453.0 gists: 4.0

Name: JUDITH NJOKU

Type: User

Bio: I am a self taught Front-end developer and Machine learning engineer, veraciously seeking to learn more

Location: Nigeria

Blog: judithnjoku.com

JUDITH NJOKU's Projects

collaborative-deep-learning-for-recommender-systems

The hybrid model combining stacked denoising autoencoder with matrix factorization is applied, to predict the customer purchase behavior in the future month according to the purchase history and user information in the Santander dataset.

combined-cnn-rnn-for-emotion-recognition

Predict valence and arousal from video data. Separate training of CNN and RNN. Feed RNN with simple feature vectors extracted from frames. Feature extraction is done by a simple CNN model.

communication-oriented-autoencoders---where-shannon-meets-wiener

the python codes of paper "Communication-oriented Autoencoders - where Shannon meets Wiener"

communication-using-cnn

Digital Communication using deep learning

communication-via-autoencoder-tf2

A simple implementation of the autoencoder for wireless communication using Tensorflow 2

complete-python-3-bootcamp

Course Files for Complete Python 3 Bootcamp Course on Udemy

convolutionalautoencoder

Quick and dirty example of the application of convolutional autoencoders in Keras/Tensorflow

cooperative-multi-agent-reinforcement-learning-for-low-level-wireless-communication

Spring 2017 Deep Reinforcement Learning Final Project

cooperative-spectrum-sensing-using-cognitive-radio

Bachelor Thesis

cost2100

This is the COST2100 channel model, a MATLAB implementation of a spatially consistent radio channel model for MIMO and Massive MIMO communication. Originally developed within COST 2100 (http://www.cost2100.org/) and then further extended in COST IC 1004 (http://www.ic1004.org/) and COST CA15104 IRACON (http://www.iracon.org/)

coursera-machine-learning-stanford

Machine learning-Stanford University

covarianceestimation-massivemimo

This is the code that generates the figures in the paper titled "Covariance Matrix Estimation for Massive MIMO" authored by Karthik Upadhya and Sergiy A. Vorobyov and published in IEEE Signal Processing Letters, vol. 25, no. 4, pp. 546-550, April 2018.

covid19

cr-comp

This is a repository for the code developed to produce the results in the paper titled "Cognitive radio network with coordinated multipoint joint transmission" (http://onlinelibrary.wiley.com/doi/10.1002/dac.3310/abstract)

cr-system

Determine the modulation type of a received signal under AWGN channel in a cognitive radio (CR) system.

credit-card-fraud-detection

EXPLORING THE IRIS DATA SET

credit-card-fraud-detection-using-autoencoders-in-keras

iPython notebook and pre-trained model that shows how to build deep Autoencoder in Keras for Anomaly Detection in credit card transactions data

crsimulator

Model for Cognitive Radio Ad hoc Network Simulations in OMNeT++

cs236_dgm

🦍 Stanford CS236 : Deep Generative Models

cycle-life-model-for-graphite-lifepo4-cells

State of charge and state of health estimation of Li-ion battery

dada

code for "DADA: Deep Adversarial Data Augmentation for Extremely Low Data Regime Classification"

data

AI-based User Adaptive Interaction Laboratory

data-cleaning-practical-examples

Data Cleaning In Python and Julia with Practical Examples

datascraping

Data Scraping and Cleaning workshop on Python.

datasets

Machine learning datasets used in tutorials on MachineLearningMastery.com

dbp

Simulation code for decentralized baseband processing (DBP) in massive MIMO systems

dca

Dynamic channel allocation in cellular networks by reinforcement learning

ddos-autoencoder

aims to develop an IDS (Intrusion Detection System) using Autoencoder. For this, we normalized the data sets from the Kyoto 2006+ dataset to fit Autoencoder

ddpg-aigym

Continuous control with deep reinforcement learning - Deep Deterministic Policy Gradient (DDPG) algorithm implemented in OpenAI Gym environments

decentralizedfeedforwardequalizer

Simple MATLAB simulator for decentralized feedforward equalization in massive MU-MIMO systems

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JUDITH NJOKU's Projects

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