Coq library for reasoning on randomized algorithms [maintainers=@anton-trunov,@volodeyka]

Implementation of ICML 22 Paper: Scaling Structured Inference with Randomization

Randomized Greedy Polynomial Chaos Expansions

[ICML 2023] Official implementation of "A randomized schur complement based graph augmentor"

A Julia randomized linear algebra library.

Probabilistic method for the computation of the approximate product of two matrices

[IEEE ICASSP 2021] "A fast randomized adaptive CP decomposition for streaming tensors". In 46th IEEE International Conference on Acoustics, Speech, & Signal Processing, 2021.

Code for our preprint paper titled "Sampling-Based Decomposition Algorithms for Arbitrary Tensor Networks"

High-Performance Python Package for Scalable Randomized Algorithms in Linear Algebra

"Algorithm Design" Course Material

Algorithms written in Swift for an Udacity course - Introduction to Graduate Algorithms

Probabilistic Data Structures

Approximating optimization problems using EAs on scale-free networks

Meta-factorization

Randomized and quasi-randomized nnetworks for supervised learning and multivariate time series forecasting

Algorithms-Specialization from Stanford:

AA Second Project - The objective of this project was to design and test a randomized algorithm to solve the combinatorial problem from the first assignment, which was to find a minimum weighted closure for a given vertex-weighted directed graph G(V, E), with n vertices and m edges. This randomized algorithm was based on the Monte Carlo algorithms.

Implementation of a few Randomized Optimization algorithm such as Hill climbing, Simulated Annealing, Genetic Algorithms plus drawing fitness function

Lecture Notes on Interesting Topics in Computer Science

Fast randomized algorithms for combinatorial optimization