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Top 8 random-walk open source projects

A distributed graph deep learning framework.

✭ 2,701

C++python CMake Yacc shell Lex c deep-learning graph network-embedding random-walk graph-convolutional-networks gcn node2vec graph-embedding graph-learning graphsage graph-neural-networks ggnn

Walk-Transformer

From Random Walks to Transformer for Learning Node Embeddings (ECML-PKDD 2020) (In Pytorch and Tensorflow)

✭ 26

python C++Makefile transformer random-walk graph-embeddings node-classification self-attention graph-neural-networks pytorch-implementation unsupervised-node-embedding node-embeddings inductive-node-embeddings

deep-hyperedges

New Algorithms for Learning on Hypergraphs

✭ 21

Jupyter Notebook python deep-learning graphs random-walk hypergraphs node-embedding hyperedge-embedding

🦜 DISCOTRESS 🦜 is a software package to simulate and analyse the dynamics on arbitrary Markov chains

Applied Probability Theory for Everyone

✭ 93

Jupyter Notebook machine-learning tutorial markov-chains random-walk probability-theory

Personalized PageRank (PPR) on GraphLab PowerGraph

✭ 14

graph-algorithms pagerank-algorithm graph-processing random-walk

A python library for metabolic networks sampling and analysis

✭ 29

Jupyter Notebook python C++cython matlab systems-biology polytope sampling hacktoberfest random-walk metabolic-network

pathfinding-visualizer

Website built using React Framework for visualizing Pathfinding and Maze Generation Algorithms.

✭ 33

javascript CSS HTML react algorithms astar maze pathfinding visualizer dijkstra bidirectional breadth-first-search depth-first-search random-walk recursive-division greedy-best-first-search

1-8 of 8 random-walk projects