Projects in Awesome Lists tagged with random-walk

https://github.com/alibaba/euler

A distributed graph deep learning framework.

deep-learning gcn ggnn graph graph-convolutional-networks graph-embedding graph-learning graph-neural-networks graphsage network-embedding node2vec random-walk

Last synced: 05 Oct 2025

https://github.com/benedekrozemberczki/littleballoffur

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

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

Last synced: 08 Apr 2025

https://github.com/GeomScale/volesti

Practical volume computation and sampling in high dimensions

cran finance geometry hit-and-run monte-carlo polyhedral-computations polytope random-walk sampling scientific-computing statistics volume

Last synced: 18 Nov 2025

https://github.com/geomscale/volesti

Practical volume computation and sampling in high dimensions

cran finance geometry hit-and-run monte-carlo polyhedral-computations polytope random-walk sampling scientific-computing statistics volume

Last synced: 23 Jun 2025

https://github.com/Ashish7129/Graph_Sampling

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

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

Last synced: 19 Jul 2025

https://github.com/passaH2O/dorado

For shallow-water Lagrangian particle routing.

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

Last synced: 20 Jul 2025

https://github.com/AlonLahav/MeshWalker

MeshWalker implementation

dl random-walk rnn shape-analysis

Last synced: 20 Mar 2025

https://github.com/joshpxyne/deep-hyperedges

New Algorithms for Learning on Hypergraphs

deep-learning graphs hyperedge-embedding hypergraphs node-embedding random-walk

Last synced: 08 Apr 2025

https://github.com/dkaslovsky/Coupled-Biased-Random-Walks

Outlier detection for categorical data

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

Last synced: 26 Mar 2025

https://github.com/borgwardtlab/neuralwalker

Official Pytorch implementation of NeuralWalker

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

Last synced: 14 Apr 2025

https://github.com/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

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

Last synced: 28 Aug 2025

https://github.com/danieljsharpe/DISCOTRESS

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

continuous-time-markov-chain ctmc dtmc enhanced-sampling k-shortest-paths kinetic-monte-carlo markov-chain markov-chains markov-model markov-process markovian-dynamics network-dynamics random-walk rare-events simulation simulation-algorithms stochastic-processes stochastic-simulation stochastic-simulation-algorithm

Last synced: 26 Mar 2025

https://github.com/makaveli10/reinforcementlearning

Reinforcement Learning - Implementation of Exercises, algorithms from the book Sutton Barto and David silver's RL course in Python, OpenAI Gym.

david-silver-course double-dqn dqn dqn-pytorch dynamic-programming experience-replay machine-learning model-free-rl monte-carlo-methods n-step-bootstrapping n-step-sarsa prioritized-experience-replay q-learning q-learning-vs-sarsa random-walk reinforcement-learning sarsa sutton-gambler sutton-gridworld td-learning

Last synced: 18 Mar 2025

https://github.com/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.

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

Last synced: 14 Mar 2026

https://github.com/sadrasabouri/pyrandwalk

:walking:Python Library for Random Walks

education educational markov-chain networkx probabilistic-graphical-models probability python random-walk reinforcement-learning reinforcement-learning-algorithms simulation stochastic-processes

Last synced: 16 Mar 2025

https://github.com/harrymvr/absorbing-centrality

An implementation of the absorbing random-walk centrality

data-mining graph-algorithms jupyter-notebooks network-analysis python random-walk research

Last synced: 23 Apr 2025

https://github.com/100/stock-analysis-markov

Analyzing Stock Movements using Markov Chains and Monte Carlo Simulation

database desktop-application java markov-chain monte-carlo-simulation random-walk stock-market

Last synced: 09 Apr 2025

https://github.com/jaygajera17/random-script

Random-Script is a cutting-edge web application designed to provide users with a suite of tools related to random events. Developed using the powerful Javascript programming language, this platform offers a wide range of features, including random password generation, color selection, choice and group generation.

generator hecktoberfest hectoberfest hectoberfest-accepted hectoberfest2022 random random-forest random-generation random-js random-number-generators random-password-generator random-quote-machine random-scripts random-tools random-toss random-walk randomization randomizer

Last synced: 17 Oct 2025

https://github.com/rougier/random-walk

Re-run, Repeat, Reproduce, Replicate, Re-use

python random-walk

Last synced: 24 Aug 2025

https://github.com/pierrenodet/aruku

A Random Walk Engine for Apache Spark

deepwalk graph node2vec random-walk spark

Last synced: 17 Oct 2025

https://github.com/jlumbroso/reluctant-walks

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)

analytic-combinatorics combinatorics random-generation random-walk

Last synced: 17 Jun 2025

https://github.com/px7nn/random-walk

Multiple colored lines start from the center of the screen and perform a bounded random walk, creating evolving abstract patterns.

random-walk random-walk-problems

Last synced: 30 May 2026

https://github.com/morteza/weighted-metapath2vec

Weighted Metapath2Vec Graph Embedding

graph-embedding machine-learning random-walk

Last synced: 29 Jul 2025

https://github.com/rjlovespy/non-reversing-random-walk

A 2-dimensional non-reversing random walk(NRRW) of n steps

non-reversing-random-walk random-walk statistical-mechanics

Last synced: 28 Apr 2025

https://github.com/spsanderson/randomwalker

R Package for Random Walks

r random-walk random-walks rpackages rstats

Last synced: 07 Apr 2025

https://github.com/damascenorafael/mcmc-knapsack-problem

Python development to solve the 0/1 Knapsack Problem using Markov Chain Monte Carlo techniques, dynamic programming and greedy algorithm.

hill-climbing knapsack knapsack-problem markov-chain mcmc metropolis-hastings monte-carlo random-walk simulated-annealing

Last synced: 13 Apr 2025

https://github.com/upc-ghs/modpath-rw

A Random Walk Particle Tracking code for solute transport in heterogeneous aquifers

fortran heterogeneous hydrogeology particles random-walk solute-transport

Last synced: 12 Feb 2026

https://github.com/danieljsharpe/DISCOTRESS_tutorials

Learn to get started using DISCOTRESS with these tutorials! Then apply to your own Markov chains in ecology 🦜🌴 economics 💸📈 biophysics 🧬🦠 and more!

ctmc discrete-event-simulation dtmc kinetic-monte-carlo markov-chain markov-decision-process markov-decision-processes markov-model markov-process markovian-dynamics network-dynamics random-walk rare-events simulation stochastic-dynamics stochastic-simulation stochastic-simulation-algorithm tutorials

Last synced: 26 Mar 2025

https://github.com/alex-c/map-generator

Generates dungeon-like 2d maps of connected spaces.

2d 2d-map dungeon-generator map-generation map-generator procedural-generation random-generation random-walk

Last synced: 11 Feb 2026

https://github.com/rjlovespy/simple-random-walk

A 2-dimensional simple random walk(SRW) of n steps

random-walk simple-random-walk statistical-mechanics

Last synced: 28 Apr 2025

https://github.com/munterfi/ertg3d

Empirically Informed Random Trajectory Generator in 3-D.

3d birds conditional-empirical-random-walk gliding-and-soaring machine-learning movement-ecology random-trajectory-generator random-walk rstats rstats-package simulation trajectory-generation

Last synced: 21 Sep 2025

https://github.com/rjlovespy/self-avoiding-walk

A 2-dimensional self avoiding walk(SAW) of n steps

data-visualization exploratory-data-analysis matplotlib numpy pandas random-walk scipy self-avoiding-walk statistical-mechanics

Last synced: 28 Apr 2025

https://github.com/thomasweise/bbdob_w_model

The W-Model, a tunable Black-Box Discrete Optimization Benchmarking (BB-DOB) problem, implemented for the BB-DOB@GECCO Workshop.

benchmark benchmark-problem black-box-benchmarking combinatorial-optimization deterministic discrete-mathematics epistasis evolutionary-algorithm experiments fitness-landscape hill-climber local-search multi-objective multi-objectivity neutrality noise non-separability random-walk ruggedness

Last synced: 07 May 2025

https://github.com/logandgraham/stochasticprocesses

A lightweight, efficient package for simulating stochastic processes on various domains.

graphs lightgraphs random-walk simulation stochastic-processes

Last synced: 18 Feb 2026

https://github.com/luxedo/two-neurons-worm

This is a simulation for creating a worm that find it's food using two neurons.

elegans food genetic-algorithm machine-learning neural-network perceptron random-walk worm

Last synced: 14 Apr 2025

https://github.com/avestura/mpich-playground

📨 Several problems and their solutions in distributed systems area, solved using MPI

distributed-algorithms distributed-computing distributed-systems iust matrix message-passing-interface monte-carlo mpi mpich mpich2 openmpi pi pthread pthreads random-walk

Last synced: 07 Sep 2025

https://github.com/samsilverman/rwmicro

rwmicro is a lightweight C++ library for generating random-walk microstructures—binary patterns created by a periodic random walk.

computational-mechanics cpp generative-design materials-science metamaterials microstructure monte-carlo procedural-generation random-walk stochastic

Last synced: 07 Mar 2026

https://github.com/michaelneuder/numerical_experiments

a collection of numerical experiments documented in jupyter notebooks.

monte-carlo numerical-analysis numerical-methods random-walk stochastic-processes

Last synced: 10 Jun 2026

https://github.com/jmbhughes/jwalker

an investigation of the fractal dimension of various random walks

box-counting fractal-dimension fractals random-walk random-walk-model

Last synced: 09 Jul 2026

https://github.com/hbarquanta/monte-carlo-methods

Random Walk, Percolation, Ising Model, ..

importance-sampling ising-model langevin-equations montecarlo-methods random-walk statisticalphysics

Last synced: 09 Feb 2026

https://github.com/statsim/spurious-correlation

Spurious correlation simulator

correlation-coefficient random-walk spurious-correlations timeseries

Last synced: 19 Mar 2026

https://github.com/nico-curti/walkers

Random Walk and Optimizer Simulator

evolutionary-algorithms nature-inspired-algorithms optimization-algorithms random-walk

Last synced: 14 Nov 2025

https://github.com/jkglasbrenner/cds411-course-materials

Course materials for CDS 411: Modeling and Simulation II, offered at George Mason University

cds-411 cellular-automata course-materials data-science george-mason-university jupyter jupyter-notebook model-selection modeling python random-walk scikit-learn simulation stochastic-simulation system-dynamics

Last synced: 16 Jan 2026

https://github.com/alex-c/random-walk-map

Two-dimensional maps generator using random walk.

2d-map dungeon-generation dungeon-generator map-generation map-generator random-walk

Last synced: 11 Feb 2026

https://github.com/ocramz/mwc-probability-transition

diffusion markov-chain random-walk stochastic-differential-equations stochastic-process stochastic-processes stochastic-simulation-algorithm wiener-process

Last synced: 15 Jul 2025

https://github.com/alyst/hierarchicalhotnet.jl

Julia implementation of Hierarchical HotNet method

biological-networks hierarchical-clustering hierarchical-hotnet julia-package random-walk weighted-graphs

Last synced: 18 Mar 2026

https://github.com/bergio13/random-walk

Random walk in 1d, 2d and 3d using python

random-walk

Last synced: 19 May 2026

https://github.com/thiagodnf/random-walk

A tool that describes a path that consists of a succession of random steps on some mathematical space

graph random-walk

Last synced: 17 Mar 2025

https://github.com/wpbonelli/dla

diffusion-limited aggregation on a square grid

brownian-motion brownian-tree diffusion-limited-aggregation fractal random-walk simulation

Last synced: 25 Jun 2025

https://github.com/samankhamesian/kmeans-based-on-ect-distances

This project is an implementation of K-Means clustering that using a random walk based distance measure

clustering euclidean-distances machine-learning markov-chain python random-walk

Last synced: 26 Jun 2025

https://github.com/abhishandy/polymer-sarw

Construct polymer chains using Self Avoiding Random Walk

molecular-dynamics phd polymer random-walk

Last synced: 17 Sep 2025

https://github.com/klb2/distribution-random-walk-restricted-angles

This repository is accompanying the paper "On the Distribution of a Two-Dimensional Random Walk with Restricted Angles" (arXiv:2507.15475).

complex-random-walk over-the-air-computation probability-distribution random-walk random-walk-restricted-angles research-paper research-paper-implementation two-dimensional-random-walk

Last synced: 25 May 2026

https://github.com/mthaler/random-walks

Random walks project from Python Crash Course

mathplotlib python python-crash-course-book python3 random-walk

Last synced: 09 Apr 2025

https://github.com/beansrowning/cbrw

An implementation of Coupled Biased Random Walks in R

anomaly-detection outlier-detection random-walk

Last synced: 19 Jul 2026

https://github.com/cdemers/go-randomwalker

Package randomwalker provides a parametric random walk generator.

finance financial-analysis gaussian golang golang-library math random-walk randomwalk simulation walker

Last synced: 30 Jan 2026

https://github.com/pasqualemainolfi/algorithmicomposition

...some examples of implementation of the main algorithms used in algorithmic composition:

algorithm-composition algorithms astar cellular-automata composition csound fractals l-system markov-chain pathfinding random-walk

Last synced: 09 Feb 2026

https://github.com/arhcoder/random-patterns-generator

❄ Generador de patrones aleatorios, en base al movimiento de diferentes piezas de ajedrez, como la torre, el alfil o la reina. Genera líneas en un gráfico siguiendo la ruta de alguna de estas piezas.

bokeh desktop-application python random-generator random-patterns-generator random-walk simulation

Last synced: 05 Jun 2026

https://github.com/intrepidcoder/rgbrandomwalk

Generate hazy fractal-like wallpaper images by simulating random walks in different colors.

random-walk wallpaper-generator

Last synced: 28 Jun 2026

https://github.com/benmaier/biasedrandomwalks

Provides classes around biased random walks on networks.

biased-random-walk graphs networks random-walk

Last synced: 29 Jun 2026

https://github.com/babaid/combinatorial-optimization

Some combinatorial optimization algorithms on graphs written in Julia.

combinatorial-optimization dijkstra-algorithm graph-algorithms graphs julia julialang kruskal-algorithm linear-algebra linear-programming prims-algorithm random-walk shortest-path-algorithm

Last synced: 05 Feb 2026

https://github.com/caiocarneloz/pdtug

Unweighted graph from Pandas numerical Dataframe

graph machine-learning pandas-dataframe python random-walk

Last synced: 26 May 2026

https://github.com/angelogiacco/gaussianrandomwalker

A random walker built with p5.js using a gaussian distribution

p5js random-walk

Last synced: 23 Aug 2025

https://github.com/debasishdhal/short-pet-projects-collection

Planning it to contain very short pet-projects that might not deserve to have a separate repository. Reducing spamming on my main page.

czech german image-processing polish random-walk videoediting webscraping

Last synced: 19 Aug 2025

https://github.com/ivanbelenky/pywalker

graph random walkish structure

graph random-walk simpy

Last synced: 23 May 2026

https://github.com/28ritu/random-2d-walk

diffusion quantitative-biology random-walk

Last synced: 21 Jan 2026

https://github.com/katolaz/psrw

2D radom walk in Postscript

postscfipt random-walk self-modifying-code

Last synced: 08 Feb 2026

https://github.com/ratwolfzero/dla

Diffusion-Limited Aggregation (DLA)

aggregation brownian-motion brownian-tree cluster cluster-formation diffusion diffusion-limited-aggregation fractal fractal-growth random-walk self-organization

Last synced: 28 Jun 2025

https://github.com/henrikschumacher/cobars

A header-only C++ library for Monte-Carlo sampling of cylic polygons with prescribed edge lengths.

conformal-geometry polygons random-walk

Last synced: 22 Jan 2026

https://github.com/mohammed-majid/password--generator

Password Generation using the random walk algorithm on an undirected dense graph

graph-algorithms python random-walk

Last synced: 29 Apr 2026

https://github.com/csirmaz/nn_rnd_training

Train neural nets using smart random walk without backpropagation

backpropagation neural-network python3 random-walk tensorflow

Last synced: 04 May 2026

https://github.com/adrian-lin-1-0-0/drawing-by-python

Some mathematical drawings by python

ipynb ipython-notebook kelly-criterion python random-walk

Last synced: 31 Jan 2026

https://github.com/larsgeb/mpi_mc3

MC3 RWMH using MPI.

markov-chain-monte-carlo mcmc mcmcmc parallel-mcmc random-walk replica-exchange

Last synced: 21 Jun 2026

https://github.com/rtmigo/markov_walk_py

🔢 Python module that calculates probabilities for a random walk in 1-dimensional discrete state space

absorbing-markov-chains absorbing-states markov-chain mathematics numpy probability probability-theory random-walk stochastic-matrix stochastic-models

Last synced: 21 May 2026

https://github.com/space-cadet/qc-diffusion-code

React App for in browser simulation of classical random walks and diffusion equations

diffusion diffusive-process finite-velocity-diffusion random-walk react telegraph-equation typescript

Last synced: 18 Feb 2026

https://github.com/abolfazl-younesi/levy-walk

This repository contains a Python implementation of the Lévy Walk simulation, a random walk model with a power-law step length distribution. The code simulates multiple walkers with boundary conditions and visualizes their trajectories for different values of the power-law exponent.

levy-walks matplotlib numpy python random-walk

Last synced: 02 May 2026

https://github.com/jes24/randomwalk

random-walk statistics stochastic-processes

Last synced: 13 May 2026

https://github.com/satvikpraveen/pcc-vizforge

🎨 Personal data visualization toolkit generating synthetic datasets across multiple domains (random walks, dice simulations, weather patterns, earthquakes, GitHub analytics) with beautiful Matplotlib & Plotly visualizations. Includes Jupyter notebooks, interactive dashboards & statistical analysis. Perfect for learning data science! 🚀📊

analytics dashboard data-analysis data-generation data-science data-visualization github-analytics interactive-visualization jupyter-notebook matplotlib plotly probability python random-walk scientific-computing seismology statistical-analysis synthetic-data time-series weather-data