phanducthien82's repositories
PyTorch-GAN
PyTorch implementations of Generative Adversarial Networks.
AI-For-Beginners
12 Weeks, 24 Lessons, AI for All!
Plagiarism-checker-Python
A python project for checking plagiarism of documents based on cosine similarity
Data-Science-For-Beginners
10 Weeks, 20 Lessons, Data Science for All!
PFL-Non-IID
Personalized federated learning simulation platform with non-IID and unbalanced dataset
Differential-Privacy-Based-Federated-Learning
Everything you want about DP-Based Federated Learning, including Papers and Code. (Mechanism: Laplace or Gaussian, Dataset: femnist, shakespeare, mnist, cifar-10 and fashion-mnist. )
leaf
Leaf: A Benchmark for Federated Settings
Federated-Learning-with-Differential-Privacy
Implementation of dp-based federated learning framework using PyTorch
Federated-Learning
Tổng hợp các bài báo về Federated Learning
pydata-book
Materials and IPython notebooks for "Python for Data Analysis" by Wes McKinney, published by O'Reilly Media
quantum-barren-plateaus
Avoiding Barren Plateaus in Variational Quantum Circuits
Aweome-Heathcare-Federated-Learning
A curated list of Federated Learning papers/articles and recent advancements.
Federated-Learning-with-ResNet-50-on-CIFAR-10
FedAvg, FedGKT, FedProx, Gradient Inversion Attack
Per-FedAvg-1
PyTorch Implementation of Personalized federated learning with theoretical guarantees: A model-agnostic meta-learning approach
quantum-fed-infer
A quantum machine learning algorithm for quantum non-IID federated learning
PersonalizedFL
Personalized federated learning codebase for research
flutter
Flutter makes it easy and fast to build beautiful apps for mobile and beyond
Data-Science-Projects
DataScience projects for learning : Kaggle challenges, Object Recognition, Parsing, etc.
tex-book-template
A template for writing a nice book with LaTeX
fedavgpy
On the Convergence of FedAvg on Non-IID Data
FedPSO
FedPSO: Federated Learning Using Particle Swarm Optimization to Reduce Communication Costs
ZaloAIChallenge-2022
Top 2 Solution for Zalo AI Challenge 2022 - Liveness Detection track
DPFedMeta
code for paper 'Squeezing More Utility via Adaptive Clipping on Deferentially Private Gradients in Federated Meta-Learning' ACSAC 2022
Meta-Learning-Papers
A classified list of meta learning papers based on realm.