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hachi machi

high-level and controllable human interface for machine improvisation

Made for artists

hachi machi is primarily designed for artistic applications. Easily train, prototype, and experiment with custom models with small, bespoke datasets.

Train and run locally

hachi machi runs entirely on your own machine—no API keys, cloud services, or subscriptions. Your data and models stay in your computer.

Data agnostic

hachi machi models can be trained on any data that can be represented as a sequence of events—e.g., music, sensor, motion data, etc. You decide its application.

Minimal programming

The entire process—from preparing data to training and running a model—is handled through a friendly command-line interface.