Projects in Awesome Lists tagged with random-sampling

https://github.com/rapidsai/raft

RAFT contains fundamental widely-used algorithms and primitives for machine learning and information retrieval. The algorithms are CUDA-accelerated and form building blocks for more easily writing high performance applications.

anns building-blocks clustering cuda distance gpu information-retrieval linear-algebra llm machine-learning nearest-neighbors neighborhood-methods primitives random-sampling solvers sparse statistics vector-search vector-similarity vector-store

Last synced: 14 May 2025

https://github.com/baggepinnen/Hyperopt.jl

Hyperparameter optimization in Julia.

bayesian-optimization bohb global-optimization hyperband hyperparameter-optimization optimization parameter-tuning random-sampling

Last synced: 15 Mar 2025

https://github.com/baggepinnen/hyperopt.jl

Hyperparameter optimization in Julia.

bayesian-optimization bohb global-optimization hyperband hyperparameter-optimization optimization parameter-tuning random-sampling

Last synced: 26 Jan 2026

https://github.com/willguimont/prosac

PROSAC algorithm in python

data-science machine-learning machine-learning-algorithms prosac random-sample-consensus random-sampling ransac ransac-algorithm

Last synced: 08 Oct 2025

https://github.com/gstamatelat/random-sampling

A collection of algorithms in Java 8 for the problem of random sampling with a reservoir

algorithm random-sampling reservoir-sampling stream-sampling

Last synced: 12 Jan 2026

https://github.com/daqana/dqrng

Fast Pseudo Random Number Generators for R

cran r r-package random random-distributions random-generation random-sampling rng

Last synced: 27 Jun 2025

https://github.com/probsys/optimal-approximate-sampling

Optimal approximate sampling from discrete probability distributions

optimization popl python-library random-numbers random-sampling sampler

Last synced: 14 Dec 2025

https://github.com/aneeshnaik/lintsampler

Efficient random sampling via linear interpolation.

low-discrepancy-sequence numpy python random-generation random-sampling statistics

Last synced: 16 Aug 2025

https://github.com/pblischak/zprob

A Zig Module for Random Number Distributions

module probability random-sampling statistics zig

Last synced: 09 Apr 2025

https://github.com/zeroboo/nodejs-random-selector

A nodejs module for randomly select elements.

javascript node-js nodejs random random-collection random-sampling randomize randomness

Last synced: 08 May 2025

https://github.com/org-arl/alphastabledistributions.jl

Alpha stable and sub-Gaussian distributions in Julia

distributions random-sampling stable-distribution

Last synced: 16 Oct 2025

https://github.com/geosensing/geo-sampling

Randomly sample locations on streets

osm random-locations random-sampling streetview

Last synced: 26 Dec 2025

https://github.com/snawoot/terse

Output randomly sampled lines from input stream or file

random-sampling reservoir-sampling

Last synced: 08 Oct 2025

https://github.com/jlumbroso/affirmative-sampling

Reference implementation of the Affirmative Sampling algorithm by Jérémie Lumbroso and Conrado Martínez (2022). 🍀

affirmative-sampling cardinality-estimation data-streaming probabilistic-algorithm random-sampling

Last synced: 26 Oct 2025

https://github.com/probcomp/tracedrandom.jl

Make Julia code probabilistic-programming-ready by allowing calls to `rand` to be annotated with traced addresses.

probabilistic-programming random-sampling tracing

Last synced: 25 Oct 2025

https://github.com/vgherard/gsample

Efficient weighted sampling without replacement in R

random-sampling

Last synced: 31 Mar 2025

https://github.com/smahala02/monte-carlo-simulation

A comprehensive tutorial on Monte Carlo Simulation using Python, demonstrating how random sampling and probabilistic models can be used for various real-world applications, including finance, physics, and engineering.

data-science machine-learning monte-carlo-simulation probability python random-sampling

Last synced: 11 Apr 2025

https://github.com/ocramz/splitmix-distributions

Sampling procedures for some common random variables based on splitmix

random-generation random-sampling splitmix statistics

Last synced: 22 Jul 2025

https://github.com/jesussantana/sampling

Perform Data Sampling with Python

preprocessing python random-sampling reservoir-sampling sampling smote-sampling stratified-sampling systematic-sampling

Last synced: 28 Feb 2025

https://github.com/jungstershark/p-median-problem

The P-Median Problem project uses metaheuristic optimization to solve the p-median location problem, with Jupyter notebooks implementing random sampling and local search algorithms to minimize service distances.

alogorithms jupyter-notebook local-search metaheuristic metaheuristic-algorithms metaheuristic-optimisation metaheuristics optimization optimization-algorithms optimization-methods p-median p-median-problem python python3 random-sampling