Pinned Repositories
AD_FL_DL
Apply Federated Learning and Deep Learning (Deep Auto-encoder) to detect abnormal data for IoT devices.
AE_Framework
AndroidCameraRecognitionText
AndroidCameraRecognitionText
Blurry_Detection_DeepLearning
ChangeHairColor_DeepLearning
Fed_NIDS
HairSalon
handson-ml3
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.
OSA
quocnh.github.io
Quoc Nguyen's Personal Website
quocnh's Repositories
quocnh/GreenHouse
An autonomous house for plaining Ginseng
quocnh/RmCRC
quocnh/DS-Career-Resources
Compilation of resources and insights that helped me on my journey to data scientist
quocnh/awesome-Federated-Learning-2
federated-learning Quoc 2022
quocnh/awesome-machine-learning-fluid-mechanics
Curated list for ML in FM
quocnh/explainable-cnn
📦 PyTorch based visualization package for generating layer-wise explanations for CNNs.
quocnh/Cheatsheet-collection
Cheatsheet collection for Math, ML, DL, AI. Update frequently
quocnh/federated
A collection of Google research projects related to Federated Learning and Federated Analytics.
quocnh/Awesome-Federated-Machine-Learning
Everything about federated learning, including research papers, books, codes, tutorials, videos and beyond
quocnh/awesome-federated-computing
:books: :eyeglasses: A collection of research papers, codes, tutorials and blogs on Federated Computing/Learning.
quocnh/machine-learning-interview
Machine Learning Interviews from FAANG, Snapchat, LinkedIn. I have offers from Snapchat, Coupang, Stitchfix etc. Blog: mlengineer.io.
quocnh/NIID-Bench
Federated Learning on Non-IID Data Silos: An Experimental Study (ICDE 2022)
quocnh/Katok_Policy
quocnh/KatokPolicy
quocnh/COVID-19
Wuhan Corona (COVID-19) patients dataset
quocnh/NeuralNetworks
quocnh/hyperparameter-optimization-1
quocnh/Brain-Tumor-Detection
Brain Tumor Detection Using Convolutional Neural Networks.
quocnh/AD_FL_DL
Apply Federated Learning and Deep Learning (Deep Auto-encoder) to detect abnormal data for IoT devices.
quocnh/sleep_apnea
ECG Sleep Apnea Detection
quocnh/ecg
Cardiologist-level arrhythmia detection and classification in ambulatory electrocardiograms using a deep neural network
quocnh/ecg-diagnosis
Deep learning for 12-lead ECG interpretation
quocnh/ML-ROM_Various_Shapes
This repository contains the simple source codes of "Machine-learning-based reduced-order modeling for unsteady flows around bluff bodies of various shapes"
quocnh/Federated-Learning-for-Hospital-Data-Distributed-Computing
Demonstration of application of Distributed Computing in Federated Learning for our Semester-8 Course on Distributed and Cloud Computing
quocnh/OptML_course
EPFL Course - Optimization for Machine Learning - CS-439
quocnh/Federated-Learning-PyTorch
Implementation of Communication-Efficient Learning of Deep Networks from Decentralized Data
quocnh/ML-ROM_turbulent_flow
This repository contains the simple source codes of "Convolutional neural network and long short-term memory based reduced order surrogate for minimal turbulent channel flow"
quocnh/travel_treasury
1ManStartup - Travel Budget Flutter App
quocnh/biosignalsnotebooks
biosignalsnotebooks project includes a set of Jupyter Notebooks explaining some processing tasks which have been specially designed for biosignalsplux and OpenSignals users. A Python package is also present, containing some functions to support biosignalsnotebooks notebooks or to be used independently.
quocnh/FedML
A Research-oriented Federated Learning Library. Supporting distributed computing, mobile/IoT on-device training, and standalone simulation. A short version of our white paper has been accepted by NeurIPS 2020 workshop.