# Neural Interactive Shaping of Parameter Spaces

https://musicallyembodiedml.github.io/memlnaut/approaches/nisps

## Web Playground

Try NISPS in your browser — no hardware required:

```bash
cd playground
python3 -m http.server
# Open http://localhost:8000
```

Train a neural network to map joystick positions to generative visuals through interactive machine learning. Two learning modes: direct example mapping and reinforcement learning with thumbs up/down feedback.