samplers

An open-source toolbox for fast sampling of diffusion models. Official implementations of our works published in ICML'24, NeurIPS'24, CVPR'24, J. Stat. Mech'25.

Quasi-Monte Carlo sampling library for rendering and graphics applications.

🎥 Datasets, transforms and samplers for video in PyTorch

AeMCMC is a Python library that automates the construction of samplers for Aesara graphs representing statistical models.

Upload and Download wav files to the EPS16+ Sampler

Euclidean Rhythms (polyrhythms) drum machine audio VST3 plugin

MongeNet sampler official implementation

Cross-platform CLI for inspecting, transforming, and writing E-MU E4/EIV sampler firmware (EOS).

ComfyUI suite: visual prompt + LoRA gallery (Library/Style/Multi), one-node Smart Detailer (face/eyes/hands/feet via YOLO + optional SAM, per-target cycles, min_detail_size gate, no Impact-Pack required), SDXL + Anima samplers w/ HiResFix, Civitai metadata writer, comic regional conditioning, wildcards. Zero ComfyUI custom-node deps.

A cross-platform MIDI Sample Dump Standard transfer tool and editor for Akai and generic SDS-compatible samplers. Built with PySide6 (Qt), Mido, python-rtmidi, soundfile, s3ked and Nuitka.

Create MPC1000-compatible program files (.PGM) from audio samples. Slice audio files, assign them to pads, and export directly to your MPC1000.

SeaVoX Device Catalogue

Consolidated curated suite of specialized samplers, schedulers, and error-correction solvers for ComfyUI

Network traffic sampler Sketch Guided Sampling, Packet Sampling, Random Sampling, Fast Filtered Sampling, Selective Flow Sampling

MPC60 LDK - MPC60 LOOP, DELAY and KEYBOARD

Extra samplers and schedule types for Forge, reForge and Forge Classic (Neo). Each algorithm is offered once.

Command line tool for working with Casio FZ series samplers

RISC OS disk image explorer for Roland 12-bit samplers.

A groovebox app with a range of synthesizers, samplers, and effects, and a focus on performances and loops

3d printable files for hardware samplers & studio gear