Sampler Python Packages

pycmsgen

CMSGen, a fast weighted uniform-like sampler

dynabatch

PyTorch/Hugging Face batching utility that sorts variable-length text by difficulty, then dynamically increases batch size on easier samples using a pre-trained VRAM predictor to improve GPU utilization and throughput while reducing OOM risk with fallback handling.

optas

Optimal approximate sampling from discrete probability distributions

sampler-prep

Prepare audio sample packs for hardware samplers

lmc

Logarithmantic Monte Carlo

aksy

Control S5000/S6000, Z4/Z8 and MPC4000 Akai sampler models with System Exclusive over USB

jptrainer

Interactive MIDI-based Jazz Piano Trainer for Python (with built-in piano sampler).

taurex-emcee

taurex-emcee: automated, parallelized atmospheric retrievals with TauREx 3.1 and the emcee sampler

samplerbox

SamplerBox is a sampler musical instrument based on RaspberryPi.