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randomized-algorithm

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benedekrozemberczki /LabelPropagation

A NetworkX implementation of Label Propagation from a "Near Linear Time Algorithm to Detect Community Structures in Large-Scale Networks" (Physical Review E 2008).

community graph clustering community-detection dataset graph-cut modularity louvain unsupervised-learning propagation graph-partitioning label-propagation graph-clustering fast-greedy randomized-algorithm homophily walktrap probabilistic-clustering

UpdatedNov 6, 2022
Python

erichson /ristretto

Randomized Dimension Reduction Library

python pca svd principal-component-analysis dimension-reduction lu-decomposition singular-value-decomposition randomized-algorithm nonnegative-matrix-factorization matrix-approximation dynamic-mode-decomposition

UpdatedApr 17, 2021
Jupyter Notebook

SSQ /Coursera-Stanford-Divide-and-Conquer-Sorting-and-Searching-and-Randomized-Algorithms

Notebook for quick search

coursera-course divide-and-conquer standford randomized-algorithm sorting-and-searching

UpdatedOct 28, 2020
Python

erichson /rSVD

Randomized Matrix Decompositions using R

cran pca svd principal-component-analysis dimension-reduction singular-value-decomposition randomized-algorithm matrix-approximation probabilistic-algorithms

UpdatedApr 13, 2021
R

mehrhardt /spdhg

Stochastic PDHG with Arbitrary Sampling and Imaging Applications

optimization medical-imaging inverse-problems optimization-algorithms positron-emission-tomography randomized-algorithm

UpdatedJan 7, 2020
Python

mp4096 /rsvd

Randomized singular value decomposition (SVD) written in C++14 / Eigen

cpp eigen svd rsvd numerical-linear-algebra randomized-algorithm randomized-svd

UpdatedNov 24, 2019
C++

hipersys-team /arrow

[SIGCOMM 2021] ARROW: Restoration-Aware Traffic Engineering

optimization julia linear-programming julia-language randomized-algorithm traffic-engineering optical-networks reconfigurable-networks

UpdatedOct 27, 2021
Julia

microsoft /ISLE

This repository provides code for SVD and Importance sampling-based algorithms for large scale topic modeling.

linear-algebra topic-modeling unsupervised-learning svd sampling-methods spectral-clustering randomized-algorithm

UpdatedDec 14, 2020
C++

LakshaySK106 /Algorithms

🌱Contribute in Hacktoberfest 2022 by contributing Data Structures and Algorithms Code in any programming language. Create your own issues. ✨Star it 🍴Fork it and Contribute to it <3

javascript python cpp graph graph-algorithms python3 coding dfs sorting-algorithms bfs searching-algorithms hashing-algorithms hacktoberfest greedy-algorithms searching backtracking-algorithm randomized-algorithm algotithms hactoberfest2022

UpdatedAug 17, 2024
C++

jlumbroso /python-random-hash

A simple, time-tested, family of random hash functions in Python, based on CRC32 and xxHash, affine transformations, and the Mersenne Twister. 🎲

python hash-functions hyperloglog streaming-algorithms data-streaming flajolet randomized-algorithm analytic-combinatorics analysis-of-algorithms flajolet-martin

UpdatedJun 6, 2022
Python

lolooppo /the_maze_runner

Opengl C++ 2-D Maze Game (Functional Programming)

opengl problem-solving critical-thinking dfs-algorithm backtracking-algorithm randomized-algorithm

UpdatedDec 2, 2024
C++

RUSH-LAB /LSH_DeepLearning

Scalable and Sustainable Deep Learning via Randomized Hashing

deep-learning neural-network parallel-computing locality-sensitive-hashing randomized-algorithm

UpdatedAug 16, 2017
Java

vbharadwaj-bk /fast_tensor_leverage

Code for the Neurips 2023 Paper "Fast Exact Leverage Score Sampling from Khatri-Rao Products"

randomized-algorithm sparse-tensors leverage-score khatri-rao

UpdatedOct 23, 2024
Jupyter Notebook

ztanml /arLMM

Approximate Ridge Linear Mixed Models (arLMM)

linear-mixed-models linear-mixed-effects-modelling hierarchical-models approximate-inference low-rank-approximation randomized-algorithm approximate-algorithms

UpdatedAug 3, 2019
C

peekxc /primate

Implicit matrix function and trace estimator

linear-algebra matrix-functions scientific-computing python-package randomized-algorithm lanczos-algorithm

UpdatedDec 28, 2024
Python

arun-babu /freestyle

Freestyle is a randomized version of ChaCha cipher to resist brute-force and dictionary attacks.

cryptography brute-force-attacks dictionary-attack chacha randomized-algorithm

UpdatedAug 21, 2023
C

koevskinikola /ByzantineRandomizedConsensus

An implementation of a textbook Byzantine Randomized Consensus protocol, using a Byzantine Reliable Broadcast protocol

fault-tolerance consensus broadcast reliable byzantine randomized-algorithm asynchronous-system

UpdatedAug 29, 2017
Python

Agrim9 /Graph-Community-Detection

Graph clustering

graph-algorithms igraph clustering-algorithm randomized-algorithm

UpdatedNov 17, 2017
Jupyter Notebook

ahmedibrahimX /RSA-CryptoSystem

Python implementation of RSA cryptosystem showing the encryption and decryption algorithms as well as the possible attacks.

python security monte-carlo rsa brute-force socket-programming encryption-decryption randomized-algorithm miller-rabin chosen-ciphertext-attack cyptography

UpdatedJul 1, 2022
Python

phanikmr /RandomizedCircleDetection

C# code for detecting circles in images using EmguCV

c-sharp opencv computer-vision image-processing circle-detection emgucv randomized-algorithm

UpdatedOct 4, 2017
C#

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