Awesome Open Source

Programming Languages

Search results for random walk

45 search results found

Euler ⭐ 2,846

A distributed graph deep learning framework.

Littleballoffur ⭐ 651

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

Motion_planning ⭐ 265

Robot path planning, mapping and exploration algorithms

Volesti ⭐ 128

Practical volume computation and sampling in high dimensions

Knightking ⭐ 108

A general-purpose, distributed graph random walk engine.

Graph_sampling ⭐ 89

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

Probability ⭐ 83

Applied Probability Theory for Everyone

Stellar Random Walk ⭐ 61

Scavenge ⭐ 60

SCAVENGE is a method to optimize the inference of functional and genetic associations to specific cells at single-cell resolution.

Readinglist ⭐ 54

Papers on Graph Analytics, Mining, and Learning

A python package for constructing and analysing minimum spanning trees.

For shallow-water Lagrangian particle routing.

A python library for metabolic networks sampling and analysis

Meshwalker ⭐ 34

MeshWalker implementation

Walk Transformer ⭐ 24

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

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

Deep Hyperedges ⭐ 17

New Algorithms for Learning on Hypergraphs

Pathfinding Algorithms ⭐ 16

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

Pyfracgen ⭐ 15

Fractal images with Python

Coupled Biased Random Walks ⭐ 15

Outlier detection for categorical data

Pathfinding Visualizer ⭐ 15

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

Discotress ⭐ 14

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

Proceduraldungeons ⭐ 14

Different Implementations of 2D Procedural Maps

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.

Powerwalk ⭐ 14

Personalized PageRank (PPR) on GraphLab PowerGraph

Graph Embedding Techniques ⭐ 11

It provides some typical graph embedding techniques based on task-free or task-specific intuitions.

Monte Carlo ⭐ 11

Monte Carlo Simulation of Light-Tissue Interaction

Absorbing Centrality ⭐ 11

An implementation of the absorbing random-walk centrality

Attributed Biased Random Walks (ABRW) is an Attributed Network Embedding method

Stock Analysis Markov ⭐ 9

Analyzing Stock Movements using Markov Chains and Monte Carlo Simulation

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

Stochastic SIR models; adding age-structures and social contact data for the spread of covid-19. Lattice model for identifying and isolating hotspots. This has been further developed into a network(graph) of multiple clusters(lattices) and tracing the infection in such a population.

Random walk to calculate the tortuosity tensor of images

Reluctant Walks ⭐ 8

Reluctant walks tend to exit the quarter-plane in which they are constrained (because of strong negative drift), but this work shows how to randomly sample large reluctant walks anyway. (Lumbroso, Mishna, Ponty, 2017)

Polymercpp ⭐ 8

2D and 3D wormlike chain generator for Python and written in C++

A Random Walk Engine for Apache Spark

Pyrandwalk ⭐ 7

🚶Python Library for Random Walks.

Local Community Detection in Multiple Netwrks

ScaLed: Improving SEAL by random walks

Source Code for IJCAI 2018 paper "Biased Random Walk based Social Regularization for Word Embeddings"

Roguelike Dungeon Generator ⭐ 5

A grid based dungeon generator which generates random rooms connected by corridors.

Dreamwalk ⭐ 5

The official code implementation for DREAMwalk in Python.

S3GRL is a scalable SGRL method for faster link prediction using efficient precomputations.

Mit_6.00sc_vpt_learn_together ⭐ 5

as taught in 2011 MIT 6.00SC Introduction to Computer Science and Programming

Graph clustering and Node embeddings with word2vec

1-45 of 45 search results

Privacy | About | Terms | Follow Us On Twitter

Copyright 2018-2024 Awesome Open Source. All rights reserved.