random-walk

There are 8 repositories under random-walk topic.

alibaba / euler
A distributed graph deep learning framework.
graph graph-learning network-embedding deep-learning graph-convolutional-networks graph-neural-networks graphsage random-walk node2vec graph-embedding gcn ggnn
Language:C++ 2886
littleballoffur
benedekrozemberczki / littleballoffur
Little Ball of Fur - A graph sampling extension library for NetworKit and NetworkX (CIKM 2020)
graph graph-sampling network-sampling random-walk forest-fire node-embedding network-embedding minimum-spanning-tree graph-embedding sampling metropolis-hastings network-science network-analytics deep-learning machine-learning graph-sparsification graph-algorithms networkx community-structure
Language:Python 698
RuslanAgishev / motion_planning
Robot path planning, mapping and exploration algorithms
path-planning rrt random-walk exploration-method apf coverage-path-planning multi-robot-path-planning
Language:Jupyter Notebook 340
Ashish7129 / Graph_Sampling
Graph Sampling is a python package containing various approaches which samples the original graph according to different sample sizes.
data-mining big-data big-data-analytics social-network-analysis sampling sample network-analysis network-science random-walk graphs python networkx subgraph induction network breadth-first-search
Language:Python 160
GeomScale / volesti
Practical volume computation and sampling in high dimensions
geometry statistics polyhedral-computations random-walk sampling volume hit-and-run polytope cran finance monte-carlo scientific-computing
Language:C++ 143
chenxuhao / ReadingList
Papers on Graph Analytics, Mining, and Learning
graph graph-neural-networks graph-algorithms graph-mining graph-pattern-mining graph-pattern-matching graph-machine-learning graph-sampling graph-analytics random-walk parallel-computing hardware-accelerators graph-partitioning graph-clustering graph-databases graph-theory graph-coarsening graph-querying
120
DataForScience / Probability
Applied Probability Theory for Everyone
probability-theory markov-chains machine-learning random-walk tutorial
Language:Jupyter Notebook 112
KnightKingWalk / KnightKing
A general-purpose, distributed graph random walk engine.
graph-computing random-walk distributed-systems
Language:C++ 110
sankaranlab / SCAVENGE
SCAVENGE is a method to optimize the inference of functional and genetic associations to specific cells at single-cell resolution.
causal-celltype cell-heterogeneity cell-state cell-trajectory complex-traits disease-celltype disease-mechanisms fine-mapping gwas-tool network-propagation random-walk scatac-seq single-cell single-cell-analysis
Language:R 76
dorado
passaH2O / dorado
For shallow-water Lagrangian particle routing.
lagrangian particles particle-transport tracer particle-tracking particle-tracing random-walk rivers hydrodynamic-modeling simulator particle particle-routing passive-tracers numerical-modeling numerical-modelling
Language:Python 50
pathfinding-visualizer
rohithaug / pathfinding-visualizer
Website built using React Framework for visualizing Pathfinding and Maze Generation Algorithms.
pathfinding algorithms visualizer react dijkstra astar greedy-best-first-search bidirectional breadth-first-search depth-first-search random-walk maze recursive-division javascript
Language:JavaScript 48
AlonLahav / MeshWalker
MeshWalker implementation
rnn dl random-walk shape-analysis
Language:Python 47
knaidoo29 / mistree
A python package for constructing and analysing minimum spanning trees.
python graph-theory minimum-spanning-tree minimum-spanning-trees cosmology levy-walks random-walk
Language:Python 46
GeomScale / dingo
A python library for metabolic networks sampling and analysis
sampling metabolic-network polytope random-walk systems-biology hacktoberfest
Language:Python 42
daiquocnguyen / Walk-Transformer
From Random Walks to Transformer for Learning Node Embeddings (ECML-PKDD 2020) (In Pytorch and Tensorflow)
node-classification node-embeddings graph-embeddings graph-neural-networks inductive-node-embeddings unsupervised-node-embedding self-attention random-walk transformer pytorch-implementation
Language:Python 39
joshpxyne / deep-hyperedges
New Algorithms for Learning on Hypergraphs
hypergraphs deep-learning graphs random-walk node-embedding hyperedge-embedding
Language:Jupyter Notebook 38
dkaslovsky / Coupled-Biased-Random-Walks
Outlier detection for categorical data
anomaly-detection outlier-detection categorical-data random-walk graph-algorithms conditional-probability
Language:Python 28
PMEAL / pytrax
Random walk to calculate the tortuosity tensor of images
random-walk porous-media physics-simulation biological-simulations
Language:Python 28
zexihuang / random-walk-embedding
A Broader Picture of Random-walk Based Graph Embedding
random-walk graph-embedding
Language:Python 28
gabsens / SelfAvoidingWalk
Spring 2018 Monte Carlo project at ENSAE: simulation of self-avoiding random walks
ensae simulation monte-carlo monte-carlo-simulation mcmc random-walk self-avoiding-random-walk jupyter-notebook
Language:Jupyter Notebook 26
WQU-Projects
sumit090594 / WQU-Projects
Projects are developed for implementing the knowledge gained in the courses studied at World Quant University and meeting the requirement of clearing the courses.
financial-engineering r python econometrics portfolio-management machine-learning monte-carlo-simulation value-at-risk fourier-pricing-technique option-pricing statistics risk-management macroeconomics derivatives blackscholes stochastic stochastic-processes random-walk
Language:Jupyter Notebook 26
danieljsharpe / DISCOTRESS
🦜 DISCOTRESS 🦜 is a software package to simulate and analyse the dynamics on arbitrary Markov chains
simulation kinetic-monte-carlo enhanced-sampling rare-events network-dynamics markov-model markov-chain continuous-time-markov-chain stochastic-processes stochastic-simulation-algorithm stochastic-simulation markov-process simulation-algorithms markovian-dynamics markov-chains random-walk k-shortest-paths dtmc ctmc
Language:C++ 25
makaveli10 / reinforcementLearning
Reinforcement Learning - Implementation of Exercises, algorithms from the book Sutton Barto and David silver's RL course in Python, OpenAI Gym.
reinforcement-learning sutton-gambler sutton-gridworld monte-carlo-methods td-learning machine-learning david-silver-course model-free-rl dynamic-programming random-walk sarsa n-step-sarsa n-step-bootstrapping q-learning-vs-sarsa q-learning experience-replay dqn dqn-pytorch double-dqn prioritized-experience-replay
Language:Jupyter Notebook 25
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
Language:Python 24
xudongzhao461 / HRWN
This example implements the paper in review [Joint Classification of Hyperspectral and LiDAR Data Using Hierarchical Random Walk and Deep CNN Architecture]
hyperspectral-image-classification lidar random-walk cnn
Language:Python 22
GurkNathe / Pathfinding-Algorithms
A Python implementation and visualization of various pathfinding and graph search algorithms.
graph-algorithms pathfinding a-star-algorithm b-star beam-search bellman-ford-algorithm best-first-search bidirectional-bfs breadth-first-search depth-first-search dijkstra-algorithm floyd-warshall-algorithm greedy-best-first-search iterative-deepening-a-star random-walk theta-star greedy-best-line-search iterative-deepening-dfs lexicographic-breath-first-search visualization
Language:Python 21
pyrandwalk
sadrasabouri / pyrandwalk
:walking:Python Library for Random Walks
random-walk markov-chain stochastic-processes simulation probabilistic-graphical-models probability networkx reinforcement-learning reinforcement-learning-algorithms education educational python
Language:Jupyter Notebook 21
$pyfracgen$ rytheranderson / pyfracgen
Fractal images with Python
python fractals mandelbrot julia-set lyapunov buddhabrot random-walk
Language:Python 20
noisybass / ProceduralDungeons
Different Implementations of 2D Procedural Maps
c-plus-plus cellular-automata cmake imgui procedural-caves procedural-generation random-walk sfml
Language:C++ 19
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 metaheuristics optimization optimization-algorithms python simulated-annealing randomized-local-search genetic-algorithm hill-climbing memetic-algorithms random-walk replicability experimentation heuristic-optimization
Language:Python 18
kmdouglass / PolymerCpp
2D and 3D wormlike chain generator for Python and written in C++
random-walk self-avoiding-random-walk polymer monte-carlo-simulation wormlike-chain
Language:C++ 17
BorgwardtLab / NeuralWalker
Official Pytorch implementation of NeuralWalker
graph-neural-networks graph-representation-learning graph-transformer random-walk state-space-models
Language:Python 16
eugenebang / DREAMwalk
The official code implementation for DREAMwalk in Python.
drug-repurposing random-walk
Language:Python 16
lqhl / PowerWalk
Personalized PageRank (PPR) on GraphLab PowerGraph
graph-processing graph-algorithms pagerank-algorithm random-walk
Language:C++ 15
DelSquared / Brownian-Motion
Python solver for the Brownian, Stochastic, or Noisy Differential Equations
langevin-dynamics langevin-equations langevin-diffusion langevin stochastic-processes stochastic-differential-equations noise-maps noisy-differential-equations oscillator brownian-motion brownian-dynamics ode-solver ode-solver-stochastic euler-method midpoint-method runge-kutta-methods random-walk non-equilibrium noisy-systems perturbation-analysis
Language:Python 14
titonmoy / Monte-Carlo
Monte Carlo Simulation of Light-Tissue Interaction
monte-carlo random-walk epidermis melanin python light tissue interaction
Language:Jupyter Notebook 14

random-walk

alibaba / euler

benedekrozemberczki / littleballoffur

RuslanAgishev / motion_planning

Ashish7129 / Graph_Sampling

GeomScale / volesti

chenxuhao / ReadingList

DataForScience / Probability

KnightKingWalk / KnightKing

sankaranlab / SCAVENGE

passaH2O / dorado

rohithaug / pathfinding-visualizer

AlonLahav / MeshWalker

knaidoo29 / mistree

GeomScale / dingo

daiquocnguyen / Walk-Transformer

joshpxyne / deep-hyperedges

dkaslovsky / Coupled-Biased-Random-Walks

PMEAL / pytrax

zexihuang / random-walk-embedding

gabsens / SelfAvoidingWalk

sumit090594 / WQU-Projects

danieljsharpe / DISCOTRESS

makaveli10 / reinforcementLearning

hiyouga / RepWalk

xudongzhao461 / HRWN

GurkNathe / Pathfinding-Algorithms

sadrasabouri / pyrandwalk

rytheranderson / pyfracgen

noisybass / ProceduralDungeons

thomasWeise / moptipy

kmdouglass / PolymerCpp

BorgwardtLab / NeuralWalker

eugenebang / DREAMwalk

lqhl / PowerWalk

DelSquared / Brownian-Motion

titonmoy / Monte-Carlo

$pyfracgen$ rytheranderson / pyfracgen