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sampling

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google /orbit

C/C++ Performance Profiler

performance profiler instrumentation visualizer etw sampling hooking dynamic-instrumentation cpu-profiler

UpdatedJan 31, 2025
C++

qsv

dathere /qsv

Blazing-fast Data-Wrangling toolkit

metadata statistics csv sql ai timeseries excel opendata postgresql data-engineering parquet ckan data-wrangling sampling geocode dcat luau fair-data polars fairification

UpdatedNov 29, 2025
Rust

bytedance /lightseq

LightSeq: A High Performance Library for Sequence Processing and Generation

training cuda inference transformer accelerate bart beam-search sampling gpt bert multilingual-nmt diverse-decoding

UpdatedMay 16, 2023
C++

fwilliams /point-cloud-utils

An easy-to-use Python library for processing and manipulating 3D point clouds and meshes.

python geometry numpy point-cloud mesh nearest-neighbor sampling nearest-neighbors poisson nanoflann optimal-transport hausdorff-measure poisson-disc-sampling sinkhorn poisson-disk-sampling lloyd-relaxation hausdorff hausdorff-distance sinkhorn-distance chamfer-distance

UpdatedSep 10, 2025
C++

eBay /tsv-utils

eBay's TSV Utilities: Command line tools for large, tabular data files. Filtering, statistics, sampling, joins and more.

cli tsv data-science data-mining statistics csv command-line d tabular-data delimited-files dlang sampling shuffle uniq reservoir-sampling

UpdatedSep 14, 2022
D

SMTorg /smt

Surrogate Modeling Toolbox

machine-learning derivative sampling predictive-modeling surrogate-models mixture-of-experts multi-fidelity

UpdatedNov 27, 2025
Jupyter Notebook

littleballoffur

benedekrozemberczki /littleballoffur

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

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

UpdatedFeb 6, 2024
Python

huwb /volsample

Structured Volume Sampling - sample placement algorithm for real-time volume rendering with low aliasing, for camera-in-volume case.

unity sampling volume volume-rendering sampling-methods dodecahedron

UpdatedMar 20, 2021
C#

CHATS-lab /verbalized-sampling

Verbalized Sampling, a training-free prompting strategy to mitigate mode collapse in LLMs by requesting responses with probabilities. Achieves 2-3x diversity improvement while maintaining quality. Model-agnostic framework with CLI/API for creative writing, synthetic data generation, and dialogue simulation.

python diversity gemini sampling gpt creative-writing claude synthetic-data mode-collapse large-language-models llm prompt-engineering qwen dialogue-simulation

UpdatedNov 25, 2025
Python

mroth /weightedrand

⚖️ Fast weighted random selection for Go

go golang random sampling weighted-random go-module

UpdatedNov 25, 2025
Go

itailang /SampleNet

Differentiable Point Cloud Sampling (CVPR 2020 Oral)

deep-learning neural-network point-cloud pytorch sampling geometry-processing tensorlow cvpr2020

UpdatedJun 25, 2023
Python

jasonlaska /spherecluster

Clustering routines for the unit sphere

scikit-learn sampling k-means circular-statistics clustering-algorithm sphericalclustering von-mises-fisher spherical-k-means directional-statistics

UpdatedMar 20, 2024
Python

HdrHistogram /HdrHistogram_rust

A port of HdrHistogram to Rust

rust statistical-analysis sampling profiling hdrhistogram

UpdatedMar 21, 2024
Rust

paramonte

cdslaborg /paramonte

ParaMonte: Parallel Monte Carlo and Machine Learning Library for Python, MATLAB, Fortran, C++, C.

python c machine-learning cpp fortran monte-carlo matlab machine-learning-algorithms openmp mpi markov-chain adaptive-learning machine-learning-library sampling bayesian-inference mcmc monte-carlo-simulations numerical-integration bayesian-statistics

UpdatedNov 27, 2025
Fortran

kchapelier /poisson-disk-sampling

Poisson disk sampling in arbitrary dimensions

javascript procedural-generation sampling poisson arbitrary-dimensions

UpdatedOct 10, 2022
JavaScript

minaskar /zeus

⚡️ zeus: Lightning Fast MCMC ⚡️

python machine-learning inference sampling bayesian-inference general-purpose mcmc mcmc-sampler sampling-methods probabilistic-data-analysis black-box-bayesian-inference

UpdatedFeb 18, 2024
Python

qbeast-spark

Qbeast-io /qbeast-spark

Qbeast-spark: DataSource enabling multi-dimensional indexing and efficient data sampling. Big Data, free from the unnecessary!

scala big-data spark sampling datasource spark-sql data-lakehouse

UpdatedJan 24, 2025
Scala

pewresearch /pewmethods

Pew Research Center Methods team R package of miscellaneous functions

r weighting survey survey-data sampling surveys data-manipulation survey-analysis

UpdatedMar 26, 2020
R

orendv /learning_to_sample

A learned sampling approach for point clouds (CVPR 2019)

deep-learning neural-network tensorflow point-cloud sampling geometry-processing cvpr2019

UpdatedMay 5, 2024
Python

GeomScale /volesti

Practical volume computation and sampling in high dimensions

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

UpdatedOct 31, 2025
C++

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