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random-walk

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littleballoffur

benedekrozemberczki / littleballoffur

Little Ball of Fur - A graph sampling extension library for NetworKit and NetworkX (CIKM 2020)

machine-learning deep-learning graph graph-algorithms network-science networkx sampling network-embedding random-walk metropolis-hastings minimum-spanning-tree graph-embedding forest-fire graph-sampling network-analytics node-embedding graph-sparsification community-structure network-sampling

Updated Feb 6, 2024
Python

Ashish7129 / Graph_Sampling

Graph Sampling is a python package containing various approaches which samples the original graph according to different sample sizes.

python sample data-mining big-data network graphs network-science networkx sampling network-analysis social-network-analysis breadth-first-search induction random-walk subgraph big-data-analytics

Updated Dec 4, 2020
Python

dorado

passaH2O / dorado

For shallow-water Lagrangian particle routing.

simulator particles particle tracer random-walk numerical-modelling particle-tracking hydrodynamic-modeling rivers numerical-modeling lagrangian particle-transport particle-tracing particle-routing passive-tracers

Updated Jun 11, 2025
Python

GeomScale / dingo

A python library for metabolic networks sampling and analysis

systems-biology polytope sampling hacktoberfest random-walk metabolic-network

Updated Mar 7, 2025
Python

AlonLahav / MeshWalker

MeshWalker implementation

rnn dl random-walk shape-analysis

Updated Apr 12, 2021
Python

knaidoo29 / mistree

A python package for constructing and analysing minimum spanning trees.

python cosmology graph-theory minimum-spanning-trees random-walk minimum-spanning-tree levy-walks

Updated Nov 28, 2024
Python

daiquocnguyen / Walk-Transformer

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

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

Updated Jun 10, 2021
Python

BorgwardtLab / NeuralWalker

Official Pytorch implementation of NeuralWalker

random-walk state-space-models graph-neural-networks graph-representation-learning graph-transformer

Updated Jun 6, 2024
Python

zexihuang / random-walk-embedding

A Broader Picture of Random-walk Based Graph Embedding

random-walk graph-embedding

Updated Jul 20, 2021
Python

PMEAL / pytrax

Random walk to calculate the tortuosity tensor of images

biological-simulations physics-simulation random-walk porous-media

Updated Jun 15, 2023
Python

hiyouga / RepWalk

Code and dataset for our paper "Replicate, Walk, and Stop on Syntax: an Effective Neural Network Model for Aspect-Level Sentiment Classification", AAAI2020

natural-language-processing sentiment-analysis pytorch random-walk absa aspect-based-sentiment-analysis

Updated Jul 25, 2024
Python

dkaslovsky / Coupled-Biased-Random-Walks

Outlier detection for categorical data

graph-algorithms outlier-detection random-walk conditional-probability anomaly-detection categorical-data

Updated May 19, 2025
Python

rytheranderson / pyfracgen

Fractal images with Python

python mandelbrot buddhabrot fractals random-walk lyapunov julia-set

Updated Nov 1, 2024
Python

GurkNathe / Pathfinding-Algorithms

A Python implementation and visualization of various pathfinding and graph search algorithms.

Updated Mar 3, 2024
Python

xudongzhao461 / HRWN

This example implements the paper in review [Joint Classification of Hyperspectral and LiDAR Data Using Hierarchical Random Walk and Deep CNN Architecture]

cnn lidar hyperspectral-image-classification random-walk

Updated May 15, 2021
Python

thomasWeise / moptipy

Implementation of metaheuristic optimization methods in Python for scientific, industrial, and educational scenarios. Experiments can be executed in parallel or in a distributed fashion. Experimental results can be evaluated in various ways, including diagrams, tables, and export to Excel.

python optimization genetic-algorithm evolutionary-algorithms experimentation simulated-annealing hill-climbing evolutionary-computation memetic-algorithms optimization-algorithms random-walk metaheuristics heuristic-optimization replicability randomized-local-search

Updated May 27, 2025
Python

cayleypy-cube

k1242 / cayleypy-cube

Efficient zero-human-knowledge NN-based solver for NxNxN Rubik's cubes and general Cayley graphs

reinforcement-learning deep-learning pytorch beam-search random-walk combinatorial-optimization cayley-graph

Updated Jun 8, 2025
Python

eugenebang / DREAMwalk

The official code implementation for DREAMwalk in Python.

drug-repurposing random-walk

Updated Jul 28, 2023
Python

adik993 / reinforcement-learning-sutton

reinforcement-learning q-learning sarsa gridworld multi-armed-bandits random-walk racecar bandit-algorithm sutton-book td-lambda dyna-q cliffwalking

Updated Mar 4, 2020
Python

chrisPiemonte / url2vec

Graph clustering and Node embeddings with word2vec

nlp crawler clustering word2vec word-embeddings bachelor-thesis random-walk graph-clustering text-clustering graph-embedding

Updated Mar 2, 2019
Python

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