sampling 开源项目推荐（915 个）

google /orbit

C/C++性能分析器

bytedance /lightseq

LightSeq：用于序列处理和生成的高性能库

fwilliams /point-cloud-utils

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

eBay /tsv-utils

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

SMTorg /smt

SMT：代理模型工具箱

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.

benedekrozemberczki /littleballoffur

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

huwb /volsample

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

iit-DLSLab /Quadruped-PyMPC

基于单刚体模型、用Python编写的四足机器人预测控制器模型。基于梯度（acados）或基于采样（jax）

mroth /weightedrand

⚖️ Fast weighted random selection for Go

itailang /SampleNet

Differentiable Point Cloud Sampling (CVPR 2020 Oral)

HdrHistogram /HdrHistogram_rust

HdrHistogram 的 Rust 移植版

jasonlaska /spherecluster

单位球体的聚类例程

cdslaborg /paramonte

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

kchapelier /poisson-disk-sampling

Poisson disk sampling in arbitrary dimensions

minaskar /zeus

⚡️ zeus: Lightning Fast MCMC ⚡️

pewresearch /pewmethods

Pew Research Center Methods team R package of miscellaneous functions

Qbeast-io /qbeast-spark

Qbeast-spark：支持多维索引和高效数据采样的数据源。 大数据，摆脱不必要的干扰！

jmuehlig /perf-cpp

可直接从C++应用中记录和采样特定代码段的性能计数器。

GeomScale /volesti

Practical volume computation and sampling in high dimensions