phanducthien82's repositories
Per-FedAvg
PyTorch implementation of Per-FedAvg (Personalized Federated Learning: A Meta-Learning Approach).
FedAvg-numpy-pytorch-tff
Three implementations of FedAvg: numpy, pytorch and tensorflow federated.
Federated-Averaging-PyTorch
Implementation of FedAvg
pFedMe
Personalized Federated Learning with Moreau Envelopes (pFedMe) using Pytorch (NeurIPS 2020)
loss-landscape
Code for visualizing the loss landscape of neural nets
Federated-Learning-PyTorch
PyTorch implementation of Federated Learning algorithms
pytorch-beginner
pytorch tutorial for beginners
AI_Technical_Papers
Papers about algorithms related to the field of AI, Machine Learning, Deep Learning and Neural Networks
HowToTrainYourMAMLPytorch
The original code for the paper "How to train your MAML" along with a replication of the original "Model Agnostic Meta Learning" (MAML) paper in Pytorch.
deep-learning-activity-recognition
A tutorial for using deep learning for activity recognition (Pytorch and Tensorflow)
adaptive_GD
Adaptive gradient descent without descent
Algorithmic-Pseudocode
This repository contains the pseudocode(pdf) of various algorithms and data structures necessary for Interview Preparation and Competitive Coding
cs50
CS50's Web Programming with Python and Javascript 2020
coursera_python_programming
The source code and exercise of this course
ML-For-Beginners
12 weeks, 24 lessons, classic Machine Learning for all
traffic_sign_detection
Zalo aI 2020: Traffic sign detection using Retinanet and image tiling
NLP-progress
Repository to track the progress in Natural Language Processing (NLP), including the datasets and the current state-of-the-art for the most common NLP tasks.
Overlap-FedAvg
Official Pytorch implementation of "Communication-Efficient Federated Learning with Compensated Overlap-FedAvg"
AI_Books
Books related to Artificial Intelligence, Machine Learning, Deep Learning and Neural Networks
fedavg.pytorch
A PyTorch implementation of "Communication-Efficient Learning of Deep Networks from Decentralized Data", AISTATS, 2017
Deep-Reinforcement-Learning-With-Python
Master classic RL, deep RL, distributional RL, inverse RL, and more using OpenAI Gym and TensorFlow with extensive Math
HUNNU_Thesis
湖南师范大学硕士学位论文
HUNNU_Beamer
湖南师范大学答辩Beamer模板
HUNNU_Exam
湖南师范大学考试试卷Latex模板（A3）
AI
Topics Related to AI, ML, DP, DM and others
Federated_learning_with_differential_privacy
Differential priavcy based federated learning framework by various neural networks and svm using PyTorch.
differential-privacy-federated-learning
Curated notebooks on how to train neural networks using differential privacy and federated learning.
LG-FedAvg
[NeurIPS 2019 FL workshop] Federated Learning with Local and Global Representations