Daniel Nguyen's Projects
this code handles the kaggle test chest xray
High-quality single file implementation of Deep Reinforcement Learning algorithms with research-friendly features (PPO, DQN, C51, DDPG, TD3, SAC, PPG)
CogDL: An Extensive Toolkit for Deep Learning on Graphs (Graph Neural Networks, GNN)
Acceptance rates for the major AI conferences
Contrastive Variational Autoencoders
Implementation of CPF clustering method.
Constrained Policy Optimization
Implementation and datasets for Efficient Domain Generalization via Common-Specific Low-Rank Decomposition (https://arxiv.org/abs/2003.12815)
Using gglot2, tidyr, dplyr, ggmap, choroplethr, shiny, logistic regression, clustering models and more
A simple scalable code set to analyze and visualize data
Libraries for efficient and scalable group-structured dataset pipelines.
Projects and exercises for the latest Deep Learning ND program https://www.udacity.com/course/deep-learning-nanodegree--nd101
multi-agent deep reinforcement learning for networked system control.
Implementation of Denoising Diffusion Probabilistic Model in Pytorch
DomainBed is a suite to test domain generalization algorithms
This is an instant noodle implementation of "Adaptive Task Offloading in Coded Edge Computing: A Deep Reinforcement Learning Approach"
A V2G Simulation Environment for large scale EV charging optimization
The implementation of "Towards Faster and Better Federated Learning: A Feature Fusion Approach" (ICIP 2019)