Sampler Python Packages

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.

pycmsgen

CMSGen, a fast weighted uniform-like sampler

pastax

Parameterizable Auto-differentiable Simulators of ocean Trajectories in jAX.

sampler-prep

Prepare audio sample packs for hardware samplers

lmc

Logarithmantic Monte Carlo

optas

Optimal approximate sampling from discrete probability distributions

jptrainer

Jazz Piano Trainer

taurex-emcee

taurex-emcee is a plugin for the TauREx 3.1 package that enables automated, parallelized atmospheric retrievals with the emcee sampler.

aksy

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

samplerbox

SamplerBox is an open-source audio sampler project based on RaspberryPi.