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kingstonwinmocol

Chengdu 80 6/17

krlpapers

Must-read papers on knowledge representation learning (KRL) / knowledge embedding (KE)

learn-improvement-heuristics-for-routing

leetcodeanimation

Demonstrate all the questions on LeetCode in the form of animation.（用动画的形式呈现解LeetCode题目的思路）

literaturedl4graph

machine-learning-session

marl-papers

Paper list of multi-agent reinforcement learning (MARL)

mathematics-of-epidemics-on-networks

Source code accompanying 'Mathematics of Epidemics on Networks' by Kiss, Miller, and Simon http://www.springer.com/us/book/9783319508047 . Documentation for the software package is at https://epidemicsonnetworks.readthedocs.io/en/latest/

matplotlib_for_papers

Handout for the tutorial "Creating publication-quality figures with matplotlib"

must-read-papers-and-continuous-tracking-on-graph-neural-network-gnn-progress

Papers on Graph neural network(GNN)

network-motif

Python wrapper for the Kavosh network motif finder

neural-networks-and-deep-learning

Code samples for my book "Neural Networks and Deep Learning"

nirm

NIRM: Dismantling Complex Networks by a Neural Model Trained from Tiny Networks

non-local-gnn

Official implementation of "Non-Local Graph Neural Networks" [TPAMI]

nrlpapers

Must-read papers on network representation learning (NRL) / network embedding (NE)

openne

An Open-Source Package for Network Embedding (NE)

prettyplotlib

Painlessly create beautiful matplotlib plots.

python

All Algorithms implemented in Python

pythondatasciencehandbook

Python Data Science Handbook: full text in Jupyter Notebooks

pytorch_dgn

The pytorch implementation of DGN on grid world and Starcraft

pytorch_geometric

Graph Neural Network Library for PyTorch

rainbow-is-all-you-need

Rainbow is all you need! A step-by-step tutorial from DQN to Rainbow

research_tao

NLP研究入门之道

riognn

Reinforced Neighborhood Selection Guided Multi-Relational Graph Neural Networks

rl4im-contingency

This project aims at using RL to address the contingency-aware influence maximization problem

scienceplots

Matplotlib styles for scientific plotting

seirsplus

Models of SEIRS epidemic dynamics with extensions, including network-structured populations, testing, contact tracing, and social distancing.

sir_on_gnutella

Simulation of a SIR Epidemic process on the Gnutella p2p network on Python

stable-baselines3

PyTorch version of Stable Baselines, reliable implementations of reinforcement learning algorithms.

stanford-cs193p-ios

Links to the courses and some work done for the assignments & demos of the Stanford CS193P classes