Zeyu Mao's Projects
Like Streamlit, but fast. A proof-of-concept framework built using Vue3/Vite + FastAPI + WebSockets + MSGPACK
Parallel GPU Inverse Distance Weighting
A toolkit for reproducible reinforcement learning research
Shortest Path prediction using Graph Convolutional Networks
Graph Partitoning Using Graph Convolutional Networks
0-1 Knapsack Approximation with Genetic Algorithms
Distributed Crawler Management Framework Based on Scrapy, Scrapyd, Django and Vue.js
gomoku AI with deep learning and monte carlo tree search
Code for the paper 'An Efficient Graph Convolutional Network Technique for the Travelling Salesman Problem' (arXiv Pre-print)
Graph2Seq is a simple code for building a graph-encoder and sequence-decoder for NLP and other AI/ML/DL tasks.
Attention over nodes in Graph Neural Networks using PyTorch (NeurIPS 2019)
Implementation of "Learning Combinatorial Optimization Algorithms over Graphs"
Fast, lightweight graphset operation library
GridCal, a cross-platform power systems solver written in Python with user interface and embedded python console
GridKit is an power grid extraction toolkit
Power Grid Optimization Package.
HELMpy, open source package of power flow solvers, including the Holomorphic Embedding Load Flow Method (HELM), developed on Python 3
Distributed home automation system
Python package for hypergraph analysis and visualization.
Spatial interpolation methods.
A tool for malicious behavior detection in IoT devices
KaGen: Communication-free Massively Distributed Graph Generators
Keras implementation of DQN on ViZDoom environment
Deep Reinforcement Learning for Keras.
CodaLab L2RPN: Learning to Run a Power Network
Reinforcement Learning using the Actor-Critic framework for the L2RPN challenge (https://l2rpn.chalearn.org/ & https://competitions.codalab.org/competitions/22845#learn_the_details-overview). The agent trained using this code was one of the winners of the challenge. The code runs on the pypownet environment (https://github.com/MarvinLer/pypownet). It is released under a license of LGPLv3