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.

pastax

**P**arameterizable **A**uto-differentiable **S**imulators of ocean **T**rajectories in j**AX**.

sampler-prep

Prepare audio sample packs for hardware samplers

lmc

Logarithmantic Monte Carlo

optas

Optimal Approximate Sampling from Discrete Probability Distributions

jptrainer

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

aksy

a Python based API to access and control Akai samplers through USB (clone of https://code.google.com/p/aksy/)

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.