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leizhang520's Projects

continuous_cascade_model icon continuous_cascade_model

Code for the paper "Cascading Failures as Continuous Phase-Space Transitions" Phys. Rev. Lett. 119, 248302

karateclub icon karateclub

Karate Club: An API Oriented Open-source Python Framework for Unsupervised Learning on Graphs (CIKM 2020)

mdp-reinforcement icon mdp-reinforcement

This project models cascading failures in power system. Then it uses reinforcement learning to identify critical failure paths to avoid total system collapse.

network-resilience icon network-resilience

Analyze the network resilience of three graph models. Each of them experiences targeted and random attacks (nodes are removed from the graph).

reinforce icon reinforce

Reinforcement Learning Algorithm Package & PuckWorld, GridWorld Gym environments

tensorlayer icon tensorlayer

Deep Learning and Reinforcement Learning Library for Scientists and Engineers

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