Pinned Repositories
adaptive_GD
Adaptive gradient descent without descent
AdaVFL
AI
Topics Related to AI, ML, DP, DM and others
AI-For-Beginners
12 Weeks, 24 Lessons, AI for All!
AI_Books
Books related to Artificial Intelligence, Machine Learning, Deep Learning and Neural Networks
AI_Technical_Papers
Papers about algorithms related to the field of AI, Machine Learning, Deep Learning and Neural Networks
Algorithmic-Pseudocode
This repository contains the pseudocode(pdf) of various algorithms and data structures necessary for Interview Preparation and Competitive Coding
algorithms-by-python
analytics_facebook_Biettheeodilam
Final project in Data processing programming in python
phanducthien82.github.io
phanducthien82's Repositories
phanducthien82/analytics_facebook_Biettheeodilam
Final project in Data processing programming in python
phanducthien82/phanducthien82.github.io
phanducthien82/Awesome-FL
Comprehensive and timely academic information on federated learning (papers, frameworks, datasets, tutorials, workshops)
phanducthien82/best-leetcode-resources
This repository contains LeetCode resources for technical coding interviews.
phanducthien82/best-of-ml-python
🏆 A ranked list of awesome machine learning Python libraries. Updated weekly.
phanducthien82/BMFL
BM-FL: A Balanced Weight Strategy for Multi-stage Federated Learning Against Multi-client Data Skewing
phanducthien82/Complete-System-Design
This repository contains everything you need to become proficient in System Design
phanducthien82/Elementary-Math-Solving-Zalo-AI-2023
Baseline for ZaloAI Challenge 2023 Elementary Math Solving
phanducthien82/fedavg
PyTorch implementation of federated learning on MNIST
phanducthien82/Federated-Learning-in-PyTorch
Handy PyTorch implementation of Federated Learning (for your painless research)
phanducthien82/Federated-Learning-On-MNIST-and-CIFAR-10-dataset
phanducthien82/FedLab-benchmarks
Standard federated learning implementations in FedLab and FL benchmarks.
phanducthien82/FLSim
Federated Learning Simulator (FLSim) is a flexible, standalone core library that simulates FL settings with a minimal, easy-to-use API. FLSim is domain-agnostic and accommodates many use cases such as vision and text.
phanducthien82/generative-ai-for-beginners
18 Lessons, Get Started Building with Generative AI 🔗 https://microsoft.github.io/generative-ai-for-beginners/
phanducthien82/hello-algo
《Hello 算法》：动画图解、一键运行的数据结构与算法教程，支持 Java, C++, Python, Go, JS, TS, C#, Swift, Rust, Dart, Zig 等语言。
phanducthien82/mafese
Feature Selection using Metaheuristics Made Easy: Open Source MAFESE Library in Python
phanducthien82/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.
phanducthien82/Neural-Network-Architecture-Diagrams
Diagrams for visualizing neural network architecture (Created with diagrams.net)
phanducthien82/papers
List of articles published by me
phanducthien82/pfl-research
Simulation framework for accelerating research in Private Federated Learning
phanducthien82/Pretrained-TTN-VQC
An implementation of pretrained TTN-VQC
phanducthien82/pytorch-deep-learning
Materials for the Learn PyTorch for Deep Learning: Zero to Mastery course.
phanducthien82/pytorch-image-models
PyTorch image models, scripts, pretrained weights -- ResNet, ResNeXT, EfficientNet, NFNet, Vision Transformer (ViT), MobileNet-V3/V2, RegNet, DPN, CSPNet, Swin Transformer, MaxViT, CoAtNet, ConvNeXt, and more
phanducthien82/QFL
Quantum Federated Learning with Noise-Aware Aggregation.
phanducthien82/qiskit-textbook
Source content for the Qiskit Textbook
phanducthien82/qml
Introductions to key concepts in quantum programming, as well as tutorials and implementations from cutting-edge quantum computing research.
phanducthien82/SCFL
phanducthien82/the-incredible-pytorch
The Incredible PyTorch: a curated list of tutorials, papers, projects, communities and more relating to PyTorch.
phanducthien82/transformers
🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.
phanducthien82/TTN-VQC